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| Title | Authors |
|---|---|
| A Cost-aware Approach for Collaborating Large Language Models and Small Language Models | Zheng Li (Nanjing University, China), Xuyun Zhang (Macquarie University, Australia), Sheng Lu (Nanjing University, China), Hua Deng (Nanjing University, China), Hao Tian (Nanjing University, China) and Wanchun Dou (Nanjing University, China) |
| Give Me Some SALT: Structure-Aware Link Modeling for Temporal Weighted Link Prediction | Ting Li (Sun Yat-sen University, China), Hanchen Wang (University of Technology Sydney, Australia), Yiran Li (Inner Mongolia University, China) and Xiaolei Liu (Elevoc Technology Co., Ltd., China) |
| Ordinal Embedding for Collaborative Filtering: A Unified Regularization for Enhanced Generalization and Interpretability | Jie Yang (The University of Melbourne, Australia), Ling Luo (The University of Melbourne, Australia), Nestor Cabello (The University of Melbourne, Australia) and Lars Kulik (The University of Melbourne, Australia) |
| TopKNet:Learning to Perceive the Top-K Pivotal Nodes in Spatio-Temporal Data for Traffic Forecasting | Weilai Zhang (Central South University, China) and Dongbin Hu (Central South University, China) |
| Enhancing Contrastive Link Prediction With Edge Balancing Augmentation | Chen-Hao Chang (National Tsing Hua University, Taiwan), Hui-Ju Hung (National Central University, Taiwan), Chia-Hsun Lu (National Tsing Hua University, Taiwan) and Chih-Ya Shen (National Tsing Hua University, Taiwan) |
| STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning | Chenghao Wu (Renmin University of China, China), Ruiyang Ren (Renmin University of China, China), Junjie Zhang (Renmin University of China, China), Ruirui Wang (Poisson Lab, Huawei, China), Zhongrui Ma (Poisson Lab, Huawei, China), Qi Ye (Poisson Lab, Huawei, China) and Wayne Xin Zhao (Renmin University of China, China) |
| TANDEM: Temporal Attention-guided Neural Differential Equations for Missingness in Time Series Classification | Yongkyung Oh (University of California, Los Angeles (UCLA), United States), Dongyoung Lim (Ulsan National Institute of Science & Technology (UNIST), South Korea), Sungil Kim (Ulsan National Institute of Science & Technology (UNIST), South Korea) and Alex Bui (University of California, Los Angeles (UCLA), United States) |
| LLM-Enhanced Generalized Category Discovery via Dynamic Graph Diffusion | Kangjia Fan (Sun Yat-sen University, China), Yilong Zhao (Sun Yat-sen University, China), Daifeng Li (Sun Yat-sen University, China), Changze Lin (Sun Yat-sen University, China), Weijun Zhang (Choicelink, China) and Zhiwen Zhong (Choicelink, China) |
| Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks | Hugo Attali (Paris Sorbonne Nord, France), Thomas Papastergiou (Paris Sorbonne Nord, France), Nathalie Pernelle (LIPN, Université Sorbonne Paris Nord, France) and Fragkiskos D. Malliaros (CentraleSupélec, Paris-Saclay University, France) |
| SPARK: Adaptive Low-Rank Knowledge Graph Modeling in Hybrid Geometric Spaces for Recommendation | Binhao Wang (City University of Hong Kong, Hong Kong), Yutian Xiao (Beihang University, China), Maolin Wang (City University of Hong Kong, Hong Kong), Zhiqi Li (City University of Hong Kong, Hong Kong), Tianshuo Wei (City University of Hong Kong, Hong Kong), Ruocheng Guo (Independent Researcher, Hong Kong) and Xiangyu Zhao (City University of Hong Kong, Hong Kong) |
| LGC-CR: Few-shot Knowledge Graph Completion via Local Global Contrastive Learning and LLM-Guided Refinement | Yiming Xu (University of Science and Technology of China, China), Qi Song (University of Science and Technology of China, China), Yihan Wang (University of Science and Technology of China, China), Wangqiu Zhou (Hefei University of Technology, China) and Junli Liang (University of Science and Technology of China, China) |
| From Menus to the Interactive Food-Ordering Systems | Min-Ji Kim (AI Engineer, Beaverworks, South Korea), Seong-Jin Park (Dept. of Artificial Intelligence, The Catholic University of Korea, South Korea), Jaehwan Ha (Beaverworks, South Korea), Ju-Won Seo (Dept. of Artificial Intelligence, The Catholic University of Korea, South Korea), Dinara Aliyeva (Department of Computer Science, College of Arts & Sciences, The University of North Carolina at Chapel Hill, Azerbaijan) and Kang-Min Kim (Dept. of Data Science / Dept. of Artificial Intelligence, The Catholic University of Korea, South Korea) |
| Bridging Queries and Tables through Entities in Open-Domain Table Retrieval | Da Li (ICT, China), Keping Bi (Institute of Computing Technology, Chinese Academy of Sciences, China), Jiafeng Guo (Institute of Computing Technology, China) and Xueqi Cheng (Institute of Computing Technology, CAS, P. R. China, China) |
| Exploration and Visualization of a Legal Knowledge Graph: A Human-Centered Approach | Sabine Wehnert (Otto von Guericke University Magdeburg, Germany), Pramod Kumar Bontha (Otto von Guericke University Magdeburg, Germany), Kilian Lüders (Humboldt-Universität zu Berlin, Germany), Huu Huong Giang Nguyen (Germany) and Ernesto William De Luca (Georg-Eckert-Institute – Leibniz-Institute for international Textbook Research, Germany) |
| Improving Recommendation Fairness via Graph Structure and Representation Augmentation | Tongxin Xu (Guilin University of Electronic Technology, China), Wenqiang Liu (Guilin University of ElectronicTechnology, China), Chenzhong Bin (Guilin University of ElectronicTechnology, China), Cihan Xiao (Johns Hopkins University, United States), Zhixin Zeng (Guilin University of ElectronicTechnology, China) and Tianlong Gu (Jinan University, Guangzhou, China) |
| Exploring the Tradeoff Between Diversity and Discrimination for Continuous Category Discovery | Ruobing Jiang (Ocean University of China, China), Yang Liu (Ocean University of China, China), Haobing Liu (Ocean University of China, China), Yanwei Yu (Ocean University of China, China) and Chunyang Wang (East China Normal University, China) |
| RELINK: Edge Activation for Closed Network Influence Maximization via Deep Reinforcement Learning | Shivvrat Arya (University of Texas at Dallas, United States), Smita Ghosh (Santa Clara University, United States), Bryan Maruyama (Santa Clara University, United States) and Venkatesh Srinivasan (Santa Clara University, United States) |
| Structural Entropy-based Multivariate Time Series Forecasting | Xinhui Li (School of Information Science and Engineering, Yunnan University, Kunming, China, China), Kun Yue (School of Information Science and Engineering, Yunnan University, Kunming, China, China), Lixing Yu (School of Information Science and Engineering, Yunnan University, Kunming, China, China) and Peizhong Yang (School of Information Science and Engineering, Yunnan University, Kunming, China, China) |
| On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing | Zhen Tao (Nanjing University, China), Ziyue Qiao (Great Bay University, China), Chaoqi Chen (Shenzhen University, China), Zhengyi Yang (University of New South Wales, China), Lun Du (Ant Research, China) and Qingqiang Sun (Great Bay University, China) |
| ADMP-GNN: Adaptive Depth Message Passing GNN | Yassine Abbahaddou (Ecole Polytechnique, IP Paris, France), Fragkiskos D. Malliaros (CentraleSupélec, Inria, Paris-Saclay University, France), Johannes F. Lutzeyer (Ecole Polytechnique, IP Paris, France) and Michalis Vazirgiannis (Ecole Polytechnique, IP Paris, France) |
| Identifying Critical Segments Affecting Piano Performance Evaluation | Hyerim Jeon (Department of Electrical and Computer Engineering, Seoul National University, South Korea) and Wen-Syan Li (Graduate School of Data Science, Seoul National University, South Korea) |
| Unplug and Play Language Models: Decomposing Experts in Language Models at Inference Time | Nakyeong Yang (Seoul National University, South Korea), Jiwon Moon (Seoul National University, South Korea), Junseok Kim (Seoul National University, South Korea), Yunah Jang (Seoul National University, South Korea) and Kyomin Jung (Seoul National University, South Korea) |
| DANet: A RAG-inspired Dual Attention Model for Few-shot Time Series Prediction | Zimo Wen (Shanghai Jiao Tong University, China), Hanwen Hu (Shanghai Jiao Tong University, China), Nan Fang (Shanghai Jiao Tong University, China), Shiyou Qian (Shanghai Jiao Tong University, China) and Jian Cao (Shanghai Jiao Tong University, China) |
| Calibrating on Kolmogorov–Arnold Network | Wenhao Liang (THE UNIVERSITY OF ADELAIDE, Australia), Wei Emma Zhang (THE UNIVERSITY OF ADELAIDE, Australia), Lin Yue (THE UNIVERSITY OF ADELAIDE, Australia), Miao Xu (The University of Queensland, Australia), Olaf Maennel (THE UNIVERSITY OF ADELAIDE, Australia) and Weitong Chen (THE UNIVERSITY OF ADELAIDE, Australia) |
| TriSeRec: A Tri-view Representation Learning Framework for Sequential/Session-based Recommendation | Xinchen Yuan (Wuxi Taihu University, China) and Yichao Lu (Alpha 8 AI, Canada) |
| MARM: Unlocking the Recommendation Cache Scaling-Law through Memory Augmentation and Scalable Complexity | Xiao Lv (Kuaishou Technology, China), Jiangxia Cao (Kuaishou Technology, China), Shijie Guan (Kuaishou Technology, China), Xiaoyou Zhou (Kuaishou Technology, China), Zhiguang Qi (Kuaishou Technology, China), Yaqiang Zang (Kuaishou Technology, China), Ben Wang (Kuaishou Technology, China) and Guorui Zhou (Kuaishou Technology, China) |
| FPP-HTLC: An Improved Faster and Privacy-Preserving Atomic Swap Protocol | Zhefeng Sai (School of Artificial Intelligence, Beijing Normal University, China), Shiyuan Xu (The University of Hong Kong, Hong Kong), Xue Chen (The University of Hong Kong, Hong Kong), Mingyue Wang (City University of Hong Kong, Hong Kong), Fangda Guo (CAS Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, China), Yaofei Wang (School of Artificial Intelligence, Beijing Normal University, China) and Rongfang Bie (School of Artificial Intelligence, Beijing Normal University, China) |
| Point-DMAE: Point Cloud Self-supervised Learning via Density-directed Masked Autoencoders | Xianglong Jin (Northwestern Polytechnical University, China), Zheng Wang (Northwestern Polytechnical University, China), Wenjie Zheng (Northwestern Polytechnical University, China) and Feiping Nie (Northwestern Polytechnical University, China) |
| Harnessing Large Language Models for Group POI Recommendations | Jing Long (The University of Queensland, Australia), Liang Qu (The University of Queensland, Australia), Junliang Yu (The University of Queensland, Australia), Tong Chen (The University of Queensland, Australia), Hung Nguyen (Griffith University, Australia, Australia) and Hongzhi Yin (The University of Queensland, Australia) |
| KALE: Knowledge Aggregation for Label-free Model Enhancement | Yuebin Xu (The Hong Kong University of Science and Technology (Guangzhou), China), Xuemei Peng (The Hong Kong University of Science and Technology (Guangzhou), China), Zhiyi Chen (The Hong Kong University of Science and Technology (Guangzhou), China) and Zeyi Wen (The Hong Kong University of Science and Technology (Guangzhou), China) |
| Adapting LLMs for Personalized Evaluation of Explanations for Recommendations: A Meta-Learning Approach based on MAML | Yurou Zhao (Gaoling School of Artificial Intelligence, Renmin University of China, China), Yingfei Zhang (Meituan, China), Quan Zhou (Meituan, China), Shuai Zhang (Meituan, China), Wei Lin (meituan, China) and Jiaxin Mao (Gaoling School of Artificial Intelligence, Renmin University of China, China) |
| Correlation-aware Online Change Point Detection | Chengyuan Deng (Rutgers University, United States), Zhengzhang Chen (NEC Labs America, United States), Xujiang Zhao (NEC Laboratories America, United States), Haoyu Wang (NEC Laboratories America, United States), Junxiang Wang (NEC Laboratories America, United States), Jie Gao (Rutgers University, United States) and Haifeng Chen (NEC Laboratories America, United States) |
| Weakly Supervised Fine-grained Span-Level Framework for Chinese Radiology Report Quality Assurance | Kaiyu Wang (College of Computer Science and Technology, Jilin University, China), Lin Mu (Department of Radiology, The First Hospital of Jilin University, China), Zhiyao Yang (College of Computer Science and Technology, Jilin University, China), Ximing Li (College of Computer Science and Technology, Jilin University, China), Xiaotang Zhou (School of Computer Science and Engineering, Changchun University of Technology, China), Wanfu Gao (College of Computer Science and Technology, Jilin University, China) and Huimao Zhang (Department of Radiology, The First Hospital of Jilin University, China) |
| SG-Filter: Enhancing Similar Text Retrieval via Hierarchical Summarized-Semantic Index and Adaptive Filtering | Jiancai Ye (Shanghai Jiao Tong University, China), Jun Liu (Shanghai Jiao Tong University, China), Haoyu Zhang (Tsinghua University, China), Maojia Sheng (ByteDance, China), Tao Yang (ByteDance, China), Jiaming Xu (Shanghai Jiao Tong University, China), Jinhao Li (Shanghai Jiao Tong University, China), Yu Wang (E.E. Dept, Tsinghua Univ., China) and Guohao Dai (Shanghai Jiao Tong University, China) |
| When Variety Seeking Meets Multi-Sided Recommendation Fairness: A Consistent and Personalized Multi-Objective Optimization Framework | Jiayi Guo (Shanghai University of Finance and Economics, China), Jiangning He (Shanghai University of Finance and Economics, China), Chenyan Wang (Zhejiang University, China) and Xinran Wu (Shanghai University of Finance and Economics, China) |
| An Embarassingly Simple but Effective Knowledge-enhanced Recommender | Haibo Ye (Nanjing University of Aeronautics and Astronautics, China), Zhang Lijun (Nanjing University of Aeronautics and Astronautics, China), Yuan Yao (Nanjing University, China) and Xinjie Li (Nanjing University of Aeronautics and Astronautics, China) |
| Rethinking Lipschitzness Data-free Backdoor Defense | Xinyi Wang (University of Malaya, Malaysia), Zhiyu Zhu (University of Technology Sydney, Australia), Zhibo Jin (University of Technology Sydney, Australia), Huaming Chen (The University of Sydney, Australia) and Teng Joon Lim (The University of Sydney, Australia) |
| MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI Recommendation | Zhuang Zhuang (Dalian University of Technology, China), Haitao Yuan (National Technological University, Singapore), Shanshan Feng (Centre for Frontier AI Research, A*STAR, Singapore), Heng Qi (Dalian University of Technology, China), Yanming Shen (Dalian University of Technology, China) and Baocai Yin (Dalian University of Technology, China) |
| X-Troll: eXplainable Detection of State-Sponsored Information Operations Agents | Lin Tian (University of Technology Sydney, Australia), Xiuzhen Zhang (RMIT University, Australia), Myung-Hee Kim (Defence Science and Technology Group, Australia), Jennifer Biggs (Defence Science and Technology Group, Australia) and Marian-Andrei Rizoiu (University of Technology, Sydney, Australia) |
| Beyond Surface Similarity: A Riemannian Hierarchical Ranking Framework for Sociological Concept Equivalence | Zeqiang Wang (University of Surrey, United Kingdom), Wing Yan Li (University of Surrey, United Kingdom), Jon Johnson (University College London, United Kingdom), Nishanth Sastry (University of Surrey, United Kingdom) and Suparna De (University of Surrey, United Kingdom) |
| LLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and Ambiguity | Chunyan An (Inner Mongolia University, China), Yuying Huang (Inner Mongolia University, China), Qiang Yang (University of Florida, United States), Siyu Yuan (Inner Mongolia University, China) and Zhixu Li (Renmin University of China, China) |
| Dual Denoising Diffusion Model for Session-based Social Recommendation | Mengying Lu (Shenzhen International Graduate School, Tsinghua University, China), Hai-Tao Zheng (Shenzhen International Graduate School Tsinghua University, Pengcheng Laboratory, China), Lan Zhou (Shenzhen Zhisou Information Technology Co., Ltd., China), Qi Li (China Merchants Group, China), Jinxiao Shan (China Merchants Group, China), Zhixing Li (Zhipu AI, China) and Hong-Gee Kim (Seoul National University, South Korea) |
| Budget and Frequency Controlled Cost-Aware Model Extraction Attack on Sequential Recommenders | Lei Zhou (Chongqing University, China), Min Gao (Chongqing University, China), Zongwei Wang (Chongqing University, China) and Yibing Bai (Chongqing University, China) |
| Relational Multi-Path Enhancement for Extrapolative Relation Reasoning in Temporal Knowledge Graph | Linlin Zong (Dalian University of Technology, China), Chi Ma (School of Software, Dalian University of Technology, China), Jiahui Zhou (School of Software, Dalian University of Technology, China), Xinyue Liu (School of Software, Dalian University of Technology, China), Wenxin Liang (Chongqing University of Posts and Telecommunications, China), Xianchao Zhang (Dalian University of Technology, China) and Bo Xu (Dalian University of Technology, China) |
| SC-DAG: Semantic-Constrained Diffusion Attacks for Stealthy Exposure Manipulation in Visually-Aware Recommender Systems | Ze Lin (Xiamen University, China), Yuqiu Qian (The University of Hong Kong, Hong Kong), Xiaodong Li (Xiamen University, China), Ziyu Lyu (Sun Yat-sen University, China) and Hui Li (Xiamen University, China) |
| ReCode: Improving LLM-based Code Repair with Fine-Grained Retrieval-Augmented Generation | Yicong Zhao (Computation and Artificial Intelligence Innovative, Fudan University, China), Shisong Chen (Shanghai Institute of Artificial Intelligence for Education, East China Normal University, China), Jiacheng Zhang (Computation and Artificial Intelligence Innovative, Fudan University, China) and Zhixu Li (School of Information, Renmin University of China, China) |
| Amortized Baseline Selection via Rank-Revealing QR for Efficient Model Explanation | Chanwoo Lee (Korea Advanced Institute of Science and Technology, South Korea), Youngjin Park (Korea Advanced Institute of Science and Technology, South Korea), Hyeongeun Lee (KakaoBank, South Korea), Yeeun Yoo (KakaoBank, South Korea), Daehee Han (KakaoBank, South Korea), Junho Choi (Korea Advanced Institute of Science and Technology, South Korea), Geonhyeong Kim (Korea Advanced Institute of Science and Technology, South Korea), Nari Kim (Korea Advanced Institute of Science and Technology, South Korea) and Jaesik Choi (Korea Advanced Institute of Science and Technology, South Korea) |
| Disentangling Complex Questions in LLMs via Multi-Hop Dependency Graphs | Roland Oruche (University of Missouri, United States), Alphaeus Dmonte (George Mason University, United States), Vani Seth (University of Missouri, United States), Zian Zeng (University of Hawaii, United States), Yuanxun Zhang (Weee!, United States), Marcos Zampieri (George Mason University, United States) and Prasad Calyam (University of Missouri, United States) |
| BordaRAG: Resolving Knowledge Conflict in Retrieval-Augmented Generation via Borda Voting Process | Yuxin Li (Renmin University of China, China), Chen Xu (Renmin University of China, China), Jun Xu (Renmin University of China, China) and Ji-Rong Wen (Renmin University of China, China) |
| Get Global Guarantees: On the Probabilistic Nature of Perturbation Robustness | Wenchuan Mu (Singapore University of Technology and Design, Singapore) and Kwan Hui Lim (Singapore University of Technology and Design, Singapore) |
| Causal Effect Variational Transformer for Public Health Measures and COVID-19 Infection Cluster Analysis | Jinho Kang (Department of Artificial Intelligence, University of Seoul, South Korea), Sungjun Lim (Yonsei University, South Korea), Hojun Park (Gachon University, South Korea), Jiyoung Jung (University of Seoul, South Korea), Jaehun Jung (Artificial Intelligence and Big-Data Convergence Center, Gil Medical Center, Gachon University College of Medicine, South Korea) and Kyungwoo Song (Yonsei University, South Korea) |
| OFIA: an Object-centric Fine-grained Alignment Enhancement for Video-Text Retrieval | Zhengqi Huang (Northeastern University, Shenyang, China, China), Wei Li (Northeastern University, Shenyang, China, China), Chuang Dong (Northeastern University, Shenyang, China, China) and Mingxin Liu (Northeastern University, Shenyang, China, China) |
| Distributed Computation of k-Vertex Connected Components in Large Scale Networks | Xinchao Hu (North China University of Technology, China), Yuan Li (North China University of Technology, China), Feng Guo (North China University of Technology, China), Shan Huang (Dalian Minzu University, China), Guoli Yang (Advanced Institute of Big Data, China) and Yuhai Zhao (Northeastern University, China) |
| Asking Questions with Thoughts: An Efficient Difficulty-Controllable Question Generation Method with Posterior Knowledge Distillation | Sixing Wu (Yunnan University, China), Jiahao Chen (Yunnan University, China), Yujue Zhou (Yunnna University, China), Zhijun Yang (Educational Instruments and Facilities Service Center, Educational Department of Yunnan Province, China) and Wei Zhou (Yunnan University, China) |
| UniROM: Unifying Online Advertising Ranking as One Model | Junyan Qiu (Meituan, China), Ze Wang (Meituan, China), Fan Zhang (Meituan, China), Zuowu Zheng (Meituan, China), Jile Zhu (Meituan, China), Jiangke Fan (Meituan, China), Teng Zhang (Meituan, China), Haitao Wang (Meituan, China) and Xingxing Wang (Meituan, China) |
| STA-GANN: A Valid and Generalizable Spatio-Temporal Kriging Approach | Yujie Li (Institute of Computing Technology, Chinese Academy of Sciences, China), Zezhi Shao (Institute of Computing Technology, Chinese Academy of Sciences, China), Chengqing Yu (Institute of Computing Technology, Chinese Academy of Sciences, China), Tangwen Qian (Institute of Computing Technology, Chinese Academy of Sciences, China), Zhao Zhang (Institute of Computing Technology, Chinese Academy of Sciences, China), Yifan Du (Institute of Computing Technology, Chinese Academy of Sciences, China), Shaoming He (School of Aerospace Engineering, Beijing Institute of Technology, China), Fei Wang (Institute of Computing Technology, Chinese Academy of Sciences, China) and Yongjun Xu (Institute of Computing Technology, Chinese Academy of Sciences, China) |
| PERC: A Prior-Guided Framework for Classifying Long-Content Educational Resources with Imbalanced Category Distributions | Quanlong Guan (Jinan university, China), Xiuliang Duan (Jinan university, China), Zhi Chen (Jinan university, China), Xingyu Zhu (Jinan University, China), Jianbo Huang (South China University of Technology, China), Xinzhong Liu (Jinan University, China), Zonglin Liu (LANGO Tech Co.,Ltd., China) and Liangda Fang (Jinan University, China) |
| Is This News Still Interesting to You?: Lifetime-aware Interest Matching for News Recommendation | Seongeun Ryu (Hanyang University, South Korea), Yunyong Ko (Chung-Ang University, South Korea) and Sang-Wook Kim (Hanyang University, South Korea) |
| FEDDGCN: A Frequency-Enhanced Decoupling Dynamic Graph Convolutional Network for Traffic Flow Prediction | Wendong Zhang (Xinjiang University, China), Ruobai Xiang (Xinjiang University, China), Zhifang Liao (Central South University, China), Peng Lan (Central South University, China) and Qihao Liang (Lanzhou Jiaotong University, China) |
| Neural Instrumented Factorization: Learning Dynamic Asset Pricing Factors and Loadings through Characteristics Control | Ajim Uddin (New Jersey Institute of Technology, United States) |
| Frequency-Conditioned Diffusion Models for Time Series Generation | Seungwoo Jeong (Korea University, South Korea), Junghyo Sohn (Korea University, South Korea), Jaehyun Jeon (Korea University, South Korea) and Heung-Il Suk (Korea University, South Korea) |
| Exploring Iterative Refinement for Nested Named Entity Recognition with IoU-aware Denoising Diffusion | Qiaoxuan Yin (Xiangtan University, China), Jianquan Ouyang (Xiangtan University, China) and Huanrong Tang (Xiangtan University, China) |
| Multi-Turn Interactions for Text-to-SQL with Large Language Models | Guanming Xiong (Peking University, China), Junwei Bao (Zuoyebang Education Technology Co., Ltd., China), Hongfei Jiang (Zuoyebang Education Technology Co., Ltd., China), Yang Song (Zuoyebang Education Technology Co., Ltd., China) and Wen Zhao (Peking University, China) |
| Enhancing Multimodal Entity Linking via Distillation and Multimodal Large Language Models | Jintao Huang (National University of Defense Technology, China), Dong Wang (National University of Defense Technology, China), Shasha Li (National University of Defense Technology, China), Yuanxi Peng (National University of Defense Technology, China) and Ruochun Jin (National University of Defense Technology, China) |
| SarRec: Statistically-guaranteed Augmented Retrieval for Recommendation | Tong Zhang (University of.Technology Sydney, Australia), Nitin Bisht (University of.Technology Sydney, Australia), Zihao Li (University of Technology Sydney, Australia), Guandong Xu (The Education University of Hong Kong, Hong Kong) and Xianzhi Wang (University of Technology Sydney, Australia) |
| EAPformer: Entropy-Aware Patch Transformer for Multivariate Long-Term Time Series Forecasting | Jiahao Ling (Sun Yat-sen University, China), Xuan Yang (Sun Yat-sen University, China), Shimin Gong (Sun Yat-sen University, China) and Bo Gu (Sun Yat-sen University, China) |
| TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models | Jiahao Wang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, China), Mingyue Cheng (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, China), Qingyang Mao (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, China), Yitong Zhou (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, China), Daoyu Wang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, China), Qi Liu (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, China), Feiyang Xu (Artificial Intelligence Research Institute, iFLYTEK Co., Ltd., China) and Xin Li (Artificial Intelligence Research Institute, iFLYTEK Co., Ltd., China) |
| On Verifiable Legal Reasoning: A Multi-Agent Framework with Formalized Knowledge Representations | Albert Sadowski (Warsaw University of Technology, Poland) and Jaroslaw A. Chudziak (Institute of Comtuter Science, Warsaw University of Technology, Poland) |
| What Data is Really Necessary? A Feasibility Study of Inference Data Minimization for Recommender Systems | Jens Leysen (University of Antwerp, Belgium), Marco Favier (University of Antwerp, Belgium) and Bart Goethals (University of Antwerp, Belgium) |
| DIVAgent: A Diversified Search Agent that Mimics the Human Search Process | Zhirui Deng (Renmin University of China, China), Jingfen Qiao (University of Amsterdam, Netherlands), Zhicheng Dou (Renmin University of China, China), Ji-Rong Wen (Renmin University of China, China) and Maarten de Rijke (University of Amsterdam, Netherlands) |
| Dialogues Aspect-based Sentiment Quadruple Extraction via Structural Entropy Minimization Partitioning | Kun Peng (Institute of Information Engineering, Chinese Academy of Sciences, China), Cong Cao (Institute of Information Engineering, Chinese Academy of Sciences, China), Hao Peng (School of Cyber Science and Technology, Beihang University, China), Zhifeng Hao (Shantou University, China), Lei Jiang (Institute of Information Engineering, Chinese Academy of Sciences, China), Kongjing Gu (National University of Defense Technology, China), Yanbing Liu (Institute of Information Engineering, Chinese Academy of Sciences, China) and Philip S. Yu (Department of Computer Science, University of Illinois, United States) |
| Docking-Aware Attention: Dynamic Protein Representations through Molecular Context Integration | Amitay Sicherman (AI, Israel) and Kira Radinsky (AI, Israel) |
| ESC: Multi-dimensional Edge-attributed Skyline Community Search over Large-scale Bipartite Graphs | Fangda Guo (Institute of Computing Technology, Chinese Academy of Sciences, China), Xuanpu Luo (Institute of Computing Technology, Chinese Academy of Sciences, China), Shiyuan Xu (The University of Hong Kong, Hong Kong), Haowen Gao (Institute of Computing Technology, Chinese Academy of Sciences, China), Yanghao Liu (Institute of Computing Technology, Chinese Academy of Sciences, China), Huawei Shen (Institute of Computing Technology, Chinese Academy of Sciences, China) and Xueqi Cheng (Institute of Computing Technology, Chinese Academy of Sciences, China) |
| IPNet: An Interaction Pattern-aware Neural Network for Temporal Link Prediction | Qingyang Zhang (Fudan University, China), Yitong Wang (Fudan University, China) and Xinjie Lin (Fudan University, China) |
| SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation | Nimeshika Udayangani Hewa Dehigahawattage (University of Melbourne, Australia), Sarah Erfani (University of Melbourne, Australia) and Christopher Leckie (University of Melbourne, Australia) |
| Tight Bounds for Jensen’s Gap with Applications to Variational Inference | Marcin Mazur (Jagiellonian University, Faculty of Mathematics and Computer Science, Institute of Mathematics, Poland), Tadeusz Dziarmaga (Jagiellonian University, Faculty of Mathematics and Computer Science, Poland), Piotr Kościelniak (Jagiellonian University, Faculty of Mathematics and Computer Science, Poland) and Łukasz Struski (Jagiellonian University, Faculty of Mathematics and Computer Science, Poland) |
| GCoder: Improving Large Language Model for Generalized Graph Reasoning | Qifan Zhang (Hong Kong University of Science and Technology (Guangzhou), China), Xiaobin Hong (State Key Laboratory for Novel Software Technology, Nanjing University, China), Jianheng Tang (Hong Kong University of Science and Technology, China), Nuo Chen (Hong Kong University of Science and Technology, China), Yuhan Li (Hong Kong University of Science and Technology (Guangzhou), China), Wenzhong Li (State Key Laboratory for Novel Software Technology, Nanjing University, China), Jing Tang (Hong Kong University of Science and Technology (Guangzhou), China) and Jia Li (Hong Kong University of Science and Technology (GuangZhou), China) |
| Mitigating Distribution Shift in Stock Price Data via Return-Volatility Normalization for Accurate Prediction | Hyunwoo Lee (Seoul National University, South Korea), Jihyeong Jeon (Seoul National University, South Korea), Jaemin Hong (Seoul National University, South Korea) and U Kang (Seoul National University, South Korea) |
| ClariLM: Enhancing Open-domain Clarification Ability for Large Language Models | Ziliang Zhao (Renmin University of China, China), Haonan Chen (Renmin University of China, China), Shiren Song (Renmin University of China, China), Jian Xie (Baichuan AI, China) and Zhicheng Dou (Renmin University of China, China) |
| Enhancing Multi-Behavior Sequential Recommenders with Behavior-Aware Regularization | Yongfu Fan (University of Electronic Science and Technology of China, China), Jin Chen (Hong Kong University of Science and Technology, China), Yangzixuan Jiao (University of Electronic Science and Technology of China, China), Ximu Zeng (University of Electronic Science and Technology of China, China), Liwei Deng (University of Electronic Science and Technology of China, China) and Kai Zheng (University of Electronic Science and Technology of China, China) |
| Learning Optimal Personalised Reservation Prices in Impression Ad Auctions with Mixture Density Networks | Dmitrii Moor (Spotify, United Kingdom), Emma Zetterdahl (Spotify, United Kingdom), Paul van Vliet (Spotify, United States), Zhenwen Dai (Spotify, United Kingdom) and Mounia Lalmas (Spotify, United Kingdom) |
| Improving the Safety of Medication Recommendation via Graph Augmented Patient Similarity Network | Ming He (Beijing University of Technology, China), Yongjie Zheng (Beijing University of Technology, China), Changle Li (Beijing University of Technology, China) and Man Zhou (Beijing University of Technology, China) |
| Dynamic Ensemble Member Selection for Data Stream Classification | Yibin Sun (The University of Waikato, New Zealand), Bernhard Pfahringer (University of Waikato, New Zealand), Heitor Murilo Gomes (Victoria University of Wellington, New Zealand) and Albert Bifet (LTCI, Telecom ParisTech, France) |
| Discovering Group Collapser for Network Resilience | Guozhang Sun (Northeastern University, China), Haoyuan Wang (Northeastern University, China), Yuhai Zhao (Northeastern University, China), Zhengkui Wang (Singapore Institute of Technology, Singapore), Yuan Li (North China University of Technology, China) and Xingwei Wang (Northeastern University, China) |
| Cequel: Cost-Effective Querying of Large Language Models for Text Clustering | Hongtao Wang (Hong Kong Baptist University, Hong Kong), Taiyan Zhang (ShanghaiTech University, China), Renchi Yang (Hong Kong Baptist University, Hong Kong) and Jianliang Xu (Hong Kong Baptist University, Hong Kong) |
| DPT: Dynamic Preference Transfer for Cross-Domain Sequential Recommendation | Xiang Ying (College of Intelligence and Computing, Tianjin University, China), Rui Ding (College of Intelligence and Computing, Tianjin University, China), Yue Zhao (Information and Network Center, Tianjin University, China), Mei Yu (College of Intelligence and Computing, Tianjin University, China) and Mankun Zhao (College of Intelligence and Computing, Tianjin University, China) |
| Energy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based Recommendation | Xiaocong Chen (CSIRO, Australia), Siyu Wang (Macquarie University, Australia) and Lina Yao (CSIRO and The University of New South Wales, Australia) |
| Quantization Aware Matryoshka Adaptation: Leveraging Matryoshka Learning, Quantization, and Bitwise Operations for Reduced Storage and Improved Retrieval Speed | Faizan Ahemad (Amazon India, India) |
| Hierarchical Multi-View Contrastive Learning for Bundle Recommendation | Shiqin Liu (Zhejiang University, China), Chaozhuo Li (Beijing University of Posts and Telecommunications, China), Minjun Zhao (minjunzhao@zju.edu.cn, China), Litian Zhang (Beihang University, China) and Jiajun Bu (Zhejiang University, China) |
| SGPT: Few-Shot Prompt Tuning for Signed Graphs | Zian Zhai (University of New South Wales, Australia), Sima Qing (University of New South Wales, Australia), Xiaoyang Wang (University of New South Wales, Australia) and Wenjie Zhang (University of New South Wales, Australia) |
| PAnDA: Combating Negative Augmentation via Large Language Models for User Cold-Start Recommendations | Yantong Du (National Engineering Laboratory for Modeling and Emulation in E-Government, Harbin Engineering University, China), Rui Chen (National Engineering Laboratory for Modeling and Emulation in E-Government, Harbin Engineering University, China), Xiangyu Zhao (City University of Hong Kong, China), Qilong Han (National Engineering Laboratory for Modeling and Emulation in E-Government, Harbin Engineering University, China) and Kai Qin (Swinburne University of Technology, Australia) |
| Differentiable Probabilistic Logic Reasoning For Knowledge Graph Completion | Zhongbin Li (Yunnan university, China), Lixing Yu (Yunnan university, China), Kun Yue (Yunnan University, China) and Xinquan Wu (Yunnan University, China) |
| ECG-Doctor: An Interpretable Multimodal ECG Diagnosis Framework Based on Large Language Models | Dongsheng Tian (University of Science and Technology of China, China), Junzhe Jiang (University of Science and Technology of China, China), Kai Zhang (University of Science and Technology of China, China), Changchun Liu (University of Science and Technology of China, China), Yu Yuan (University of Science and Technology of China, China), Min Gao (The First Affiliated Hospital of University of Science and Technology of China, China) and Enhong Chen (University of Science and Technology of China, China) |
| Oblivious Johnson--Lindenstrauss embeddings for compressed Tucker decompositions | Matthew Pietrosanu (University of Alberta, Canada), Bei Jiang (University of Alberta, Canada) and Linglong Kong (University of Alberta, Canada) |
| Unified Molecule Pre-training with Flexible 2D and 3D Modalities: Single and Paired Modality Integration | Tengwei Song (Beihang University, China), Min Wu (A*Star, Singapore) and Yuan Fang (Singapore Management University, Singapore) |
| ST-LINK: Spatially-Aware Large Language Models for Spatio-Temporal Forecasting | Hyotaek Jeon (Pohang University of Science and Technology (POSTECH), South Korea), Hyunwook Lee (Ulsan National Institute of Science and Technology (UNIST), South Korea), Juwon Kim (Pohang University of Science and Technology (POSTECH), South Korea) and Sungahn Ko (Pohang University of Science and Technology (POSTECH), South Korea) |
| GraphIAM: Two-Stage Algorithm for Improving Class-Imbalanced Node Classification on Attribute-Missing Graphs | Riting Xia (College of Computer Science, Inner Mongolia University, Hohhot, 010021, China), Chunxu Zhang (School of Computer Science and Technology, Jilin University, China), Xueyan Liu (School of Computer Science and Technology, Jilin University, China), Anchen Li (School of Computer Science and Technology, Jilin University, China) and Yan Zhang (College of Computer Science, Inner Mongolia University, Hohhot, 010021, China) |
| ROKAN: Toward Interpretable and Domain-Robust Memory Behavior Modeling | Shen Xiaoxuan (National Engineering Research Center of Educational Big Data, Central China Normal University, China), Hu Zhihai (National Engineering Research Center of Educational Big Data, Central China Normal University, China), Chen Di (National Engineering Research Center of Educational Big Data, Central China Normal University, China), Sun Jianwen (National Engineering Research Center of Educational Big Data, Central China Normal University, China) and Liu Shengyingjie (National Engineering Research Center of Educational Big Data, Central China Normal University, China) |
| Stamp: Semantic-Aware Sub-trajectory Anomaly Detection with Diffusion Multi-model Pool for Evolving Data Streams | Biao Chen (Soochow University, China), Junhua Fang (Soochow University, China), Pingfu Chao (Soochow University, China), An Liu (Soochow University, China), Pengpeng Zhao (Soochow University, China) and Lei Zhao (Soochow University, China) |
| Exploring the Impact of Warnings on User Perception towards AI-Generated Content in Search Results | Pia Donabauer (University of Regensburg, Germany) and David Elsweiler (University of Regensburg, Germany) |
| DiRW: Path-Aware Digraph Learning for Heterophily | Daohan Su (Beijing Institute of Technology, China), Xunkai Li (Beijing Institute of Technology, China), Zhenjun Li (Shenzhen Institute of Technology, China), Yinping Liao (Shenzhen City Polytechnic, China), Rong-Hua Li (Beijing Institute of Technology, China) and Guoren Wang (Beijing Institute of Technology, China) |
| EFU: Enforcing Federated Unlearning via Functional Encryption | Samaneh Mohammadi (RISE Research Institutes of Sweden, Sweden), Vasileios Tsouvalas (Eindhoven University of Technology, Netherlands), Iraklis Symeonidis (RISE Research Institutes of Sweden, Sweden), Ali Balador (Mälardalen University, Sweden), Tanir Ozcelebi (Eindhoven University of Technology, Netherlands), Francesco Flammini (Mälardalen University, Sweden) and Nirvana Meratnia (Eindhoven University of Technology, Netherlands) |
| How Fair is FAIR? Understanding LOD Cloud FAIRness Through Correlation Patterns | Maria Angela Pellegrino (Università degli Studi di Salerno, Italy) and Gabriele Tuozzo (University of Salerno, Italy) |
| To Know What User Concerns: Conceptual Knowledge Reasoning for User Satisfaction Estimation in E-Commerce Dialogue Systems | Li Lin (Southeast University, China), Yaochang Liu (Southeast University, China), Kaiwen Xia (Southeast University, China) and Shuai Wang (Southeast University, China) |
| Modeling Edge-Specific Node Features through Co-Representation Neural Hypergraph Diffusion | Yijia Zheng (University of Amsterdam, Netherlands) and Marcel Worring (University of Amsterdam, Netherlands) |
| ObfusGuard: Leveraging Indistinguishability Obfuscation for Secure Model Judging | Nianyun Song (Beijing Normal University, China), Haodi Wang (City University of Hong Kong,, Hong Kong), Xue Chen (The University of Hong Kong, Hong Kong), Fangda Guo (Institute of Computing Technology, Chinese Academy of Sciences, China), Ru Zeng (Beijing Normal University, China) and Yu Guo (Beijing Normal University, China) |
| CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes | Haokun Zhao (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China), Jinyi Han (Shanghai Institute of Artificial Intelligence for Education, East China Normal University, China), Jie Shi (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China), Chengyu Du (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China), Jiaqing Liang (Shanghai Key Laboratory of Data Science, School of Data Science, Fudan University, China), Yanghua Xiao (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China), Weikang Zhou (antgroup, China), Zeye Sun (antgroup, China) and Fei Yu (antgroup, China) |
| Towards Instance-wise Personalized Federated Learning via Semi-Implicit Bayesian Prompt Tuning | Tiandi Ye (East China Normal University, China), Wenyan Liu (Ant Group, China), Kai Yao (Ant Group, China), Lichun Li (Ant Group, China), Shangchao Su (Fudan University, China), Cen Chen (East China Normal University, China), Xiang Li (East China Normal University, China), Shan Yin (Ant Group, China) and Ming Gao (East China Normal University, China) |
| KV-Auditor: Auditing Local Differential Privacy for Correlated Key–Value Estimation | Jingnan Xu (Renmin University of China, China), Leixia Wang (Northeastern University, China) and Xiaofeng Meng (Renmin University of China, China) |
| Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning | Jongwoo Kim (KAIST, South Korea), Chu Seongyeub (KAIST, South Korea), Hyungmin Park (KAIST, South Korea), Bryan Wong (KAIST, South Korea), Kijun Han (HanSung Univ, South Korea) and Mun Yi (KAIST, South Korea) |
| Dynamic User Credibility Prediction: Leveraging State-Aware Neural Processes for Proactive Misinformation Mitigation | Haoran Chen (Shanghai University of Finance and Economics, China) and Dongmei Han (Shanghai University of Finance and Economics, China) |
| Calibrating on Medical Segmentation Model through Signed Distance | Wenhao Liang (THE UNIVERSITY OF ADELAIDE, Australia), Wei Emma Zhang (THE UNIVERSITY OF ADELAIDE, Australia), Lin Yue (THE UNIVERSITY OF ADELAIDE, Australia), Miao Xu (The University of Queensland, Australia), Olaf Maennel (THE UNIVERSITY OF ADELAIDE, Australia) and Weitong Chen (THE UNIVERSITY OF ADELAIDE, Australia) |
| D-HAT: Dynamic Hypergraph Representation Learning with Attention-Based Multi-Level Hypergraph Sampling | Ah-Hyun Lee (Sogang University, South Korea) and Gordon Euhyun Moon (Sogang University, South Korea) |
| Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment | Bo Zhao (Huazhong Agricultural University, China), Yinghao Zhang (Huazhong Agricultural University, China), Ziqi Xu (RMIT University, Australia), Yongli Ren (RMIT University, Australia), Xiuzhen Zhang (RMIT University, Australia), Renqiang Luo (Jilin University, China), Zaiwen Feng (Huazhong Agricultural University, China) and Feng Xia (RMIT University, Australia) |
| Dangerous Language Habits! Exploiting Code-Mixing for Backdoor Attacks on NLP Models | Haotian Jin (Institute of Information Engineering, Chinese Academy of Sciences, China), Haihui Fan (Institute of Information Engineering, Chinese Academy of Sciences, China), Jinchao Zhang (Institute of Information Engineering, Chinese Academy of Sciences, China), Yang Li (Institute of Information Engineering, Chinese Academy of Sciences, China), Bo Li (Institute of Information Engineering, Chinese Academy of Sciences, China) and Junhao Zhou (Institute of Information Engineering, Chinese Academy of Sciences, China) |
| GRIT: An Accurate and Efficient Graph Stream Summarization for Temporal Query | Jingxian Hu (Northeastern University, China), Guozhang Sun (Northeastern University, China), Xin Wang (Northeastern University, China), Yuhai Zhao (Northeastern University, China), Yuan Li (North China University of Technology, China) and Xingwei Wang (Northeastern University, China) |
| Twin-Flow Generative Ranking Network for Recommendation | Hao Guo (Meituan, China), Erpeng Xue (Meituan, China), Lei Huang (Meituan, China), Shichao Wang (Meituan, China), Xiaolei Wang (Gaoling School of Artificial Intelligence, Renmin University of China, China), Lei Wang (Meituan, China), Jinpeng Wang (Meituan, China), Zeshun Li (Tsinghua University, China) and Sheng Chen (Meituan, China) |
| STGS: Spatio-temporal Graph Sparsification Using Reinforcement Learning | Nasrin Shabani (Macquarie University, Australia), Amin Beheshti (Macquarie University, Australia), Yuankai Qi (Macquarie University, Australia), Venus Haghighi (Macquarie University, Australia), Jin Foo (Macquarie University, Australia) and Jia Wu (Macquarie University, Australia) |
| Reconsidering the Performance of GAE in Link Prediction | Weishuo Ma (School of Electronics Engineering and Compute Science, Peking University, China), Yanbo Wang (Institute for Artificial Intelligence, Peking University, China), Xiyuan Wang (Institute for Artificial Intelligence, Peking University, China) and Muhan Zhang (Institute for Artificial Intelligence, Peking University, China) |
| Dynamic Graph Learning via Historical Information Perception and Multi-Granular Temporal Curriculum Learning | Yuehang Cao (Laboratory for big data and decision, National University of Defense Technology, China), Xiang Zhao (National University of Defense Technology, China), Yang Fang (National University of Defense Technology, China), Yan Pan (National University of Defense Technology, China) and Jiuyang Tang (National University of Defense Technology, China) |
| Publicly Verifiable and Fault-Tolerant Privacy-Preserving Aggregation for Federated Learning | Guohao Li (xidian university, China), Qi Jiang (xidian university, China), Lu Zhou (xidian university, China) and Li Yang (xidian university, China) |
| Content-Agnostic Moderation for Stance-Neutral Recommendations | Nan Li (Ghent University, Belgium), Bo Kang (Ghent University, Belgium) and Tijl De Bie (Ghent University, Belgium) |
| Revisiting Trajectories to Road: A New Diffusion Model and A New Dataset with 1,000,000,000 Points | Yang Wang (Tencent, China), Miaomiao Li (The Chinese University of Hong Kong, China) and Jiazhi Ni (Tencent, China) |
| CLAP: Coreference-Linked Augmentation for Passage Retrieval | Huanwei Xu (The University of Adelaide, Australia), Lin Xu (The University of Adelaide, Australia) and Liang Yuan (The University of Adelaide, Australia) |
| Variety Is the Spice of Life: Detecting Misinformation with Dynamic Environmental Representations | Bing Wang (College of Computer Science and Technology, Jilin University, China), Ximing Li (College of Computer Science and Technology, Jilin University, China), Yiming Wang (College of Computer Science and Technology, Jilin University, China), Changchun Li (College of Computer Science and Technology, Jilin University, China), Jiaxu Cui (College of Computer Science and Technology, Jilin University, China), Renchu Guan (College of Computer Science and Technology, Jilin University, China) and Bo Yang (College of Computer Science and Technology, Jilin University, China) |
| From Policy Comparison to Process Consistency and Beyond | Yifan Xu (Hong Kong Bapist University, China), Yujia Yin (Hong Kong Baptist University, Hong Kong), Yiming Xing (Tongji University, China) and Yifan Chen (Hong Kong Baptist University, Hong Kong) |
| Beyond Return Conditioning: Multi-scale Sequence Modeling and Advantage-Guided Policy Routing for Offline RL | Kunbao Wu (The State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China), Xinning Zhu (Beijing University of Posts and Telecommunications, China), Yang Qin (Beijing University of Posts and Telecommunications, China), Tieru Wang (Beijing University of Posts and Telecommunications, China), Jianzhou Diao (Beijing University of Posts and Telecommunications, China) and Zheng Hu (The State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China) |
| From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn Classification | Junhua Liu (Singapore University of Technology and Design, Singapore), Yong Keat Tan (Shopee, Singapore), Bin Fu (Shopee, Singapore) and Kwan Hui Lim (Singapore University of Technology and Design, Singapore) |
| Multivariate Wind Power Time Series Forecasting with Noise-Filtering Neural ODEs | Chang Tianyu (Software engneering, Northeastern University, China), Dongming Chen (Software engneering, Northeastern University, China) and Dongqi Wang (Software engneering, Northeastern University, China) |
| LEI: Reinforced Multi-Object Cache Admission | Hexuan Lv (Northeastern University, China), Yuhai Zhao (Northeastern University, China) and Sice Wang (Shenyang University of Technology, China) |
| SyLeR: A Framework for Explicit Syllogistic Legal Reasoning in Large Language Models | Kepu Zhang (Renmin University of China, China), Weijie Yu (University of International Business and Economics, China), Zhongxiang Sun (Renmin University of China, China) and Jun Xu (Renmin University of China, China) |
| Selective Mixup for Debiasing Question Selection in Computerized Adaptive Testing | Mi Tian (Hefei University of Technology, China), Kun Zhang (Hefei University of Technology, China), Fei Liu (Hefei University of Technology, China), Jinglong Li (Hefei University of Technology, China), Yuxin Liao (Hefei University of Technology, China), Chenxi Bai (Hefei University of Technology, China), Zhengtao Tan (Hefei University of Technology, China), Le Wu (Hefei University of Technology, China) and Richang Hong (Hefei University of Technology, China) |
| Exploring Diverse Sparse Network Structures via Dynamic pruning with Weight Alignment | Jinwoo Kim (Kookmin University, Seoul, Republic of Korea, South Korea), Jongyun Shin (Kookmin University, Seoul, Republic of Korea, South Korea), Sangho An (Kookmin University, Seoul, Republic of Korea, South Korea) and Jangho Kim (Kookmin University, Seoul, Republic of Korea, South Korea) |
| Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization | Yanping Wu (University of Kansas, United States), Yanyong Huang (Southwestern University of Finance and Economics, China), Zijun Yao (University of Kansas, United States), Yanjie Fu (Arizona State University, United States), Kunpeng Liu (Portland State University, United States), Xiao Luo (University of California, United States) and Dongjie Wang (University of Kansas, United States) |
| MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever | Sun Yijia (Kuaishou Technology, China), Huang Shanshan (Kuaishou Technology, China), Che Linxiao (Kuaishou Technology, China), Lu Haitao (kuaishou Technology, China), Luo Qiang (Kuaishou Technology, China), Gai Kun (Kuaishou Technology, China) and Zhou Guorui (Kuaishou Technology, China) |
| FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection | Yunfeng Zhao (Guangxi University, China), Yixin Liu (Griffith University, Australia), Shiyuan Li (Guangxi University, China), Qingfeng Chen (Guangxi University, China), Yu Zheng (Griffith University, Australia) and Shirui Pan (Griffith University, Australia) |
| LeadFairRec: LLM-enhanced Discriminative Counterfactual Debiasing for Two-sided Fairness in Recommendation | Yimin Hou (Northeastern University, China), Yue Kou (Northeastern University, China), Derong Shen (Northeastern University, China), Xiangmin Zhou (RMIT University, Australia), Dong Li (Liaoning University, China), Tiezheng Nie (Northeastern University, China) and Ge Yu (Northeastern University, China) |
| EvalAgent: Towards Evaluating News Recommender Systems with LLM-based Agents | Guangping Zhang (Fudan University, China), Peng Zhang (Fudan University, China), Jiahao Liu (Fudan University, China), Zhuoheng Li (Fudan University, China), Dongsheng Li (Microsoft Research Asia, China), Hansu Gu (Independent, United States), Tun Lu (Fudan University, China) and Ning Gu (Fudan University, China) |
| Curriculum Guided Personalized Subgraph Federated Learning | Minku Kang (Sungkyunkwan University, South Korea) and Hogun Park (Sungkyunkwan University, South Korea) |
| GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite Graphs | Hewen Wang (National University of Singapore, Singapore), Yang Renchi (Hong Kong Baptist University, Hong Kong) and Xiaokui Xiao (National University of Singapore, Singapore) |
| Tilia: Enhancing LIME with Decision Tree Surrogates | Jihang Li (Hong Kong University of Science and Technology (Guangzhou), China), Jiacheng Qiu (Hong Kong University of Science and Technology (Guangzhou), China), Yin-Ping Zhao (Northwestern Polytechnical University, China) and Zeyi Wen (Hong Kong University of Science and Technology (Guangzhou), China) |
| Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity | Qin Chen (Peking University, China) and Guojie Song (Room 2307 in Science Building Two, Peking University, Beijing, China, China) |
| ACMCG: A Cost-effective Active Clustering with Minimal Constraint Graph | Qiu-Yu Wang (Southwest Petroleum University, China), Wen-Bo Xie (Southwest Petroleum University, China), Tao Deng (Southwest Petroleum University, China), Tian Zou (Southwest Petroleum University, China), Xuan-Lin Zhu (Southwest Petroleum University, China), Xun Fu (Southwest Petroleum University, China) and Xin Wang (Southwest Petroleum University, China) |
| Pedagogy-R1: Pedagogical Large Reasoning Model and Well-balanced Educational Benchmark | Unggi Lee (Enuma, Inc., South Korea), Jaeyong Lee (Seoul National University, South Korea), Jiyeong Bae (Enuma, Inc., South Korea), Yeil Jeong (Seoul National University, South Korea), Junbo Koh (Seoul National University, South Korea), Gyeonggeon Lee (Nanyang Technological University, Singapore), Gunho Lee (Enuma, Inc., South Korea), Taekyung Ahn (Enuma, Inc., South Korea) and Hyeoncheol Kim (Korea University, South Korea) |
| EvoFormer: Learning Dynamic Graph-Level Representations with Structural and Temporal Bias Correction | Haodi Zhong (Xidian University, China), Liuxin Zou (Xidian University, China), Di Wang (Xidian University, China), Bo Wan (Xidian University, China), Zhenxing Niu (Xidian University, China) and Quan Wang (Xidian University, China) |
| Adaptive Spline Networks in the Kolmogorov–Arnold Framework: Knot Analysis and Stability Enhancement | Liangwei Zheng (University of Adelaide, Australia), Wei Emma Zhang (The University of Adelaide, Australia), Lin Yue (University of Adelaide, Australia), Miao Xu (the University of Queensland, Australia), Olaf Maennel (University of Adelaide, Australia) and Weitong Chen (Adelaide, Australia) |
| Reinforcement Learning-Driven Generative Retrieval with Semantic-aligned Multi-Layer Identifiers | Bo Xu (Dalian University of Technology, China), Yicen Tian (Dalian University of Technology, China), Xiaokun Zhang (City University of Hongkong, China), Erchen Yu (Dalian University of Technology, China), Dailin Li (Dalian University of Technology, China), Linlin Zong (Dalian University of Technology, China) and Hongfei Lin (Dalian University of Technology, China) |
| Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark | Xiaopeng Li (City University of HongKong, Hong Kong), Jingtong Gao (City University of Hong Kong, China), Pengyue Jia (City University of Hong Kong, China), Xiangyu Zhao (City University of Hong Kong, Hong Kong), Yichao Wang (Huawei Technologies Co Ltd, China), Wanyu Wang (City University of Hong Kong, Hong Kong), Yejing Wang (City University of Hong Kong, Hong Kong), Yuhao Wang (City University of Hong Kong, Hong Kong), Huifeng Guo (Noah’s Ark Lab, Huawei, China) and Ruiming Tang (Huawei Noah's Ark Lab, China) |
| LiveVal: Real-time and Trajectory-based Data Valuation via Adaptive Reference Points | Jie Xu (City University of Hong Kong, Hong Kong), Zihan Wu (City University of Hong Kong, Hong Kong), Cong Wang (City University of Hong Kong, Hong Kong) and Xiaohua Jia (City University of Hong Kong, Hong Kong) |
| Model-Agonistic Iterative Graph Diversification for Improving Learning to Solve Graph Optimization Problems | Bay-Yuan Hsu (National Tsing Hua University, Taiwan), Chia-Hsun Lu (National Tsing Hua University, Taiwan) and Chih-Ya Shen (National Tsing Hua University, Taiwan) |
| MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning | Lishan Yang (The University of Adelaide | Australian Institute for Machine Learning, Australia), Wei Emma Zhang (The University of Adelaide | Australian Institute for Machine Learning, Australia), Michael Sheng (Macquarie University, Australia), Lina Yao (CSIRO and The University of New South Wales, Australia), Weitong Chen (Adelaide, Australia) and Ali Shakeri (The University of Adelaide, Australia) |
| Structure-Attribute Transformations with Markov Chain Boost Graph Domain Adaptation | Zhen Liu (University of Electronic Science and Technology of China, China), Yongtao Zhang (University of Electronic Science and Technology of China, China), Shaobo Ren (University of Electronic Science and Technology of China, China) and Yuxin You (University of Electronic Science and Technology of China, China) |
| PromptTSS: A Prompting-Based Approach for Interactive Multi-Granularity Time Series Segmentation | Ching Chang (National Yang Ming Chiao Tung University, Taiwan), Ming-Chih Lo (National Yang Ming Chiao Tung University, Taiwan), Wen-Chih Peng (National Yang Ming Chiao Tung University, Taiwan) and Tien-Fu Chen (National Yang Ming Chiao Tung University, Taiwan) |
| MSOFormer: Multi-scale Transformer with Orthogonal Embedding and Frequency Modeling for Multivariate Time Series Forecasting | Qin Shi (China Mobile (Suzhou) Software Technology Co., Ltd, China), Chu Xu (China Mobile (Suzhou) Software Technology Co., Ltd, China), Zongtang Hu (China Mobile (Suzhou) Software Technology Co., Ltd, China), Dong Shen (China Mobile (Suzhou) Software Technology Co., Ltd, China), Dapeng Sun (China Mobile (Suzhou) Software Technology Co., Ltd, China) and Lijun Quan (Soochow University, Jiangsu, China, China) |
| Advanced Privacy Protection in Federated Learning using Server-initiated Homomorphic Encryption | Cameron Lee (University of Western Australia, Australia), Matthew L. Daggitt (University of Western Australia, Australia), Yansong Gao (University of Western Australia, Australia) and Jin B. Hong (University of Western Australia, Australia) |
| SwaGNER: Leveraging Span-aware Grid Transformers for Accurate Nested Named Entity Recognition | Seungjoo Lee (Seoul National University, South Korea), Yong-chan Park (Seoul National University, South Korea) and U Kang (Seoul National University, South Korea) |
| Structure-prior Informed Diffusion Model for Graph Source Localization with Limited Data | Hongyi Chen (Tsinghua University, Pengcheng Laboratory, China), Jingtao Ding (Tsinghua University, China), Xiaojun Liang (Pengcheng Laboratory, China), Yong Li (Tsinghua University, China) and Xiao-Ping Zhang (Tsinghua University, China) |
| STKGNN: Scalable Spatio-Temporal Knowledge Graph Reasoning for Activity Recognition | Gözde Ayşe Tataroğlu Özbulak (University of Lausanne, Switzerland), Yash Raj Shrestha (University of Lausanne, Switzerland) and Jean-Paul Calbimonte (University of Applied Sciences and Art Western Switzerland HES-SO Valais-Wallis, Switzerland) |
| Robust Multi-Label Learning with Instance-Dependent Label Noise | You Wu (Hefei University of Technology, China), Yabo Shi (Hefei University of Technology, China), Yizhang Zou (Hefei University of Technology, China) and Peipei Li (Hefei University of Technology, China) |
| Calibrated and Diverse News Coverage | Tianyi Zhou (KTH Royal Institute of Technology, Sweden), Stefan Neumann (TU Wien, Austria), Kiran Garimella (Rutgers University, United States) and Aristides Gionis (KTH Royal Institute of Technology, Sweden) |
| Subclass-Aware Inclusive Classifier via Repulsive Hidden Strata | Namita Bajpai (IIT Kharagpur, India), Jiaul H Paik (IIT Kharagpur, India) and Sudeshna Sarkar (IIT Kharagpur, India) |
| Where Does Legal AI Fail? Evaluating RAG Pipelines | Yongjae Kim (Korea Advanced Institute of Science and Technology (KAIST), South Korea) and Wonjae Lee (Korea Advanced Institute of Science and Technology (KAIST), South Korea) |
| PriviRec: Confidential and Decentralized Graph Filtering for Recommender Systems | Julien Nicolas (INSA lyon, France), César Sabater (INSA Lyon, France), Mohamed Maouche (Inria, France), Mark Coates (McGill University, Canada) and Sonia Ben Mokhtar (LIRIS CNRS, France) |
| Lead–LagNet: Exploiting Lead–Lag Dependencies for Cross-Series Temporal Prediction | Zhilong Xie (Southwestern University of Finance and Economics, China), Jiwen Huang (Southwestern University of Finance and Economics, China), Shaofei Sheng (Southwestern University of Finance and Economics, China), Rui Cheng (Southwestern University of Finance and Economics, China) and Qing Li (Southwestern University of Finance and Economics, China) |
| Learning conditional probability distributions for robust probabilistic inference in Bayesian network | Xinran Wu (Yunnan University, China), Kun Yue (Yunnan University, China), Huashuai Liu (Yunnan University, China) and Liang Duan (Yunnan University, China) |
| Causality-aware Graph Aggregation Weight Estimator for Popularity Debiasing in Top-K Recommendation | Yue Que (City University of Hong Kong, Hong Kong), Yingyi Zhang (City University of Hong Kong, Hong Kong), Xiangyu Zhao (City University of Hong Kong, Hong Kong) and Chen Ma (City University of Hong Kong, Hong Kong) |
| LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking | Amy Xin (Tsinghua University, China), Yunjia Qi (Tsinghua University, China), Zijun Yao (Tsinghua University, China), Fangwei Zhu (Peking University, China), Kaisheng Zeng (Tsinghua University, China), Bin Xu (Tsinghua University, China), Lei Hou (Tsinghua University, China) and Juanzi Li (Tsinghua University, China) |
| Empirical Study of Over-Squashing in GNNs and Causal Estimation of Rewiring Strategies | Danial Saber (Ontario Tech University, Canada) and Amirali Salehi-Abari (Ontario Tech University, Canada) |
| CLUE: Using Large Language Models for Judging Document Usefulness in Web Search Evaluation | Xingzhu Wang (Renmin University of China Gaoling School of Artificial Intelligence, China), Erhan Zhang (Renmin University of China Gaoling School of Artificial Intelligence, China), Yiqun Chen (Renmin University of China Gaoling School of Artificial Intelligence, China), Jinghan Xuan (Renmin University of China School of Statistics, China), Yucheng Hou (Baidu Inc., China), Yitong Xu (Baidu Inc., China), Ying Nie (Baidu Inc., China), Shuaiqiang Wang (Baidu Inc., China), Dawei Yin (Baidu Inc., China) and Jiaxin Mao (Renmin University of China Gaoling School of Artificial Intelligence, China) |
| Advancing Graph Isomorphism Tests with Metric Space Indicators: A Tool for Improving Graph Learning Tasks | Shenghui Zhang (University of Macau, Macao), Pak Lon Ip (University of Macau, Macao), Rongqin Chen (University of Macau, Macao), Shunran Zhang (University of Macau, Macao) and Leong Hou U (University of Macau, Macao) |
| SimFormer: Multilevel Transformer on Learnable Mesh Graphs for Engineering Simulation | Jiasheng Shi (Tongji University, China), Fu Lin (Tongji University, China), Weixiong Rao (Tongji University, China) and Ze Gao (Tongji University, China) |
| Data-centric Prompt Tuning for Dynamic Graphs | Yufei Peng (Beijing University of Posts and Telecommunications, China), Cheng Yang (Beijing University of Posts and Telecommunications, China), Zhengjie Fan (Tsinghua University, China) and Chuan Shi (Beijing University of Posts and Telecommunications, China) |
| Higher-Order Information Matters: A Representation Learning Approach for Social Bot Detection | Min Gao (Fudan Univiersity, China), Qiang Duan (Pennsylvania State University, United States), Boen Liu (Duke Kunshan University, China), Yu Xiao (Aalto University, Finland), Xin Wang (Fudan University, China) and Yang Chen (Fudan University, China) |
| Self-supervised Dual-view Framework with Tailored Negative Sampling for New Activity Detection | Hyunju Kim (KAIST, South Korea) and Dongman Lee (KAIST, South Korea) |
| Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder Diagnosis | Mithat Can Ozgun (Vrije Universiteit Amsterdam, Netherlands), Jiahuan Pei (Vrije Universiteit Amsterdam, Netherlands), Koen Hindriks (Vrije Universiteit Amsterdam, Netherlands), Lucia Donatelli (Vrije Universiteit Amsterdam, Netherlands), Qingzhi Liu (Wageningen University and Research, Netherlands) and Junxiao Wang (Guangzhou University, China) |
| A Robust and High-Efficiency Active Clustering Framework with Multi-User Collaboration | Wen-Bo Xie (Southwest Petroleum University, China), Tian Zou (Southwest Petroleum University, China), Tao Deng (Southwest Petroleum University, China), Xuan-Lin Zhu (Southwest Petroleum University, China), Xun Fu (Southwest Petroleum University, China), Qiu-Yu Wang (Southwest Petroleum University, China), Bin Chen (Southwest Petroleum University, China) and Xin Wang (Southwest Petroleum University, China) |
| FedSTEP: Asynchronous and Staleness-Aware Personalization for Efficient Federated Learning | Gang Yan (University of California, Merced, United States), Jian Li (Stony Brook University, United States) and Wan Du (University of California, Merced, United States) |
| From Anchors to Answers: A Novel Node Tokenizer for Integrating Graph Structure into Large Language Models | Yanbiao Ji (Shanghai Jiao Tong University, China), Chang Liu (Shanghai Jiao Tong University, China), Xin Chen (The Chinese University of Hong Kong, Hong Kong), Dan Luo (Lehigh University, United States), Yue Ding (Shanghai Jiao Tong University, China), Mei Li (Shanghai Jiao Tong University, China), Wenqing Lin (Tencent, China) and Hongtao Lu (Shanghai Jiao Tong University, China) |
| Usefulness and Diminishing Returns: Evaluating Social Information in Recommender Systems | Qing Meng (Hohai University, China), Huiyu Min (Nanjing Forest University, China), Mingshan Hee (Singapore University of Technology and Design, Singapore), Roy Ka-Wei Lee (Singapore University of Technology and Design, Singapore), Bingtian Dai (Singapore Management University, Singapore) and Shuai Xu (Nanjing University of Aeronautics and Astronautics, China) |
| Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs | Yuhao Wang (City University of Hong Kong, Hong Kong), Junwei Pan (Tencent Inc., China), Xinhang Li (Tsinghua University, China), Maolin Wang (City University of Hong Kong, Hong Kong), Yuan Wang (Tencent Inc., China), Yue Liu (Tencent Inc., China), Dapeng Liu (Tencent Inc., China), Jie Jiang (Tencent Inc., China) and Xiangyu Zhao (City University of Hong Kong, Hong Kong) |
| UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion | Zihan Liang (Kuaishou Technology, China), Yufei Ma (Kuaishou Technology, China), Zhipeng Qian (Kuaishou Technology, China), Huangyu Dai (Kuaishou Technology, China), Zihan Wang (Kuaishou Technology, China), Ben Chen (Kuaishou Technology, China), Chenyi Lei (Kuaishou Technology, China), Yuqing Ding (Kuaishou Technology, China) and Han Li (Kuaishou Technology, China) |
| DSETA: Driving Style-Aware Estimated Time of Arrival | Bolin Zhang (Shenzhen University, China) and Zhidan Liu (The Hong Kong University of Science and Technology (Guangzhou), China) |
| Large Model Annotation-Enhanced Spatio-Temporal Fusion Knowledge Tracing Model | Tianyu Cai (Sichuan University, China), Xiaodi Huang (Sichuan University, China), Tao Zhou (Sichuan University, China), Yanting Li (Sichuan University, China) and Shenggen Ju (Sichuan University, China) |
| MillGNN: Learning Multi-Scale Lead-Lag Dependencies for Multi-Variate Time Series Forecasting | Binqing Wu (Zhejiang University, China), Zongjiang Shang (Zhejiang University, China), Jianlong Huang (Zhejiang University, China) and Ling Chen (Zhejiang University, China) |
| Hypercomplex Prompt-aware Multimodal Recommendation | Zheyu Chen (The Hong Kong Polytechnic University, Hong Kong), Jinfeng Xu (The University of Hong Kong, Hong Kong), Hewei Wang (Carnegie Mellon University, United States), Shuo Yang (The University of Hong Kong, Hong Kong), Zitong Wan (University College Dublin, Ireland) and Haibo Hu (The Hong Kong Polytechnic University, Hong Kong) |
| TCFMamba: Trajectory Collaborative Filtering Mamba for Debiased Point-of-Interest Recommendation | Jin Qian (Hangzhou Dianzi University, China), Shiyu Song (Hangzhou Dianzi University, China), Xin Zhang (Hangzhou Dianzi University, China), Dongjing Wang (Hangzhou Dianzi University, China), He Weng (Australian National University, China), Haiping Zhang (Hangzhou Dianzi University, China) and Dongjin Yu (Hangzhou Dianzi University, China) |
| AdaHet-MKD: An Adaptive Heterogeneous Multi-teacher Knowledge Distillation for Medical Image Analysis | Helin Wang (Shandong University, China), Wei Du (Shandong University, China), Ning Liu (Shandong University, China), Qian Li (Shandong University, China), Yanyu Xu (Shandong University, China) and Lizhen Cui (Shandong University, China) |
| Mitigating Latent Confounding Bias in Recommender Systems | Jianfeng Deng (Guangxi University, China), Qingfeng Chen (Guangxi University, China), Debo Cheng (University of South Australia, Australia), Xiaojing Du (University of South Australia, Australia), Jiuyong Li (University of South Australia, Australia) and Lin Liu (University of South Australia, Australia) |
| Efficient Mask Learning for Language Model Fine-Tuning | Minping Chen (The Hong Kong University of Science and Technology (Guangzhou), China), Ruijia Yang (The Hong Kong University of Science and Technology (Guangzhou), China) and Zeyi Wen (The Hong Kong University of Science and Technology (Guangzhou), China) |
| Revisiting the Inner Product Method: Optimizing Sparse Matrix Multiplication via Set Intersection | Zheng Hu (Fudan University, China), Boyu Yang (Fudan University, China) and Weiguo Zheng (Fudan University, China) |
| BOVIS: Bias-Mitigated Object-Enhanced Visual Emotion Analysis | Yubeen Lee (Sungkyunkwan University, South Korea), Sangeun Lee (Electronics and Telecommunications Research Institute, South Korea), Junyeop Cha (Sungkyunkwan University, South Korea), Jufeng Yang (Nankai University, China) and Eunil Park (Sungkyunkwan Universtiy, South Korea) |
| Deep Modality-Disentangled Prompt Tuning for Few-Shot Multimodal Sarcasm Detection | Soumyadeep Jana (IIT Guwahati, India), Abhrajyoti Kundu (IIT Guwahati, India) and Sanasam Ranbir Singh (IIT Guwahati, India) |
| Tide: A Time-Wise Causal Debiasing Framework for Generative Dynamic Link Prediction | Xin Zhang (National University of Defense Technology, China), Jianming Zheng (National University of Defense Technology, China), Fei Cai (National University of Defense Technology, China), Zhiqiang Pan (National University of Defense Technology, China), Wanyu Chen (National University of Defense Technology, China), Chonghao Chen (National University of Defense Technology, China) and Honghui Chen (National University of Defense Technology, China) |
| ITL-LIME: Instance-Based Transfer Learning for Enhancing Local Explanations in Low-Resource Data Settings | Rehan Raza (School of Information Technology, Murdoch University, Perth, Australia, Australia), Guanjin Wang (School of Information Technology, Murdoch University, Perth, Australia, Australia), Kevin Wong (School of Information Technology, Murdoch University, Perth, Australia, Australia), Hamid Laga (School of Information Technology, Murdoch University, Perth, Australia, Australia) and Marco Fisichella (L3S Research Center, Leibniz University Hannover, Germany) |
| Compensating Information and Capturing Modal Preferences in Multimodal Recommendation: A Dual-Path Representation Learning Framework | Cairong Yan (Donghua University, China), Xubin Mao (Donghua University, China), Zijian Wang (Donghua University, China), Xicheng Zhao (Chinaunicom Software Institute, China) and Linlin Meng (Chinaunicom Software Institute, China) |
| Learning from Graph: Mitigating Label Noise on Graph through Topological Feature Reconstruction | Zhonghao Wang (Zhejiang University, China), Yuanchen Bei (Zhejiang University, China), Sheng Zhou (Zhejiang University, China), Zhiyao Zhou (Zhejiang University, China), Jiapei Fan (Alibaba Group, China), Hui Xue (Alibaba Group, China), Haishuai Wang (Zhejiang University, China) and Jiajun Bu (Zhejiang University, China) |
| STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation | Zhenye Yang (Beijing University of Posts and Telecommunications, China), Jinpeng Chen (Beijing University of Posts and Telecommunications, China), Huan Li (Zhejiang University, China), Xiongnan Jin (Shenzhen University, China), Xuanyang Li (Beijing University of Posts and Telecommunications, China), Junwei Zhang (Beijing University of Posts and Telecommunications, China), Hongbo Gao (University of Science and Technology of China, China), Kaimin Wei (Jinan University, China) and Senzhang Wang (Central South University, China) |
| Hybrid$^2$: Distributed GNN Training System Enhanced by Dual-Hybrid for Sampling and Loading | Chu Zhao (Northeastern University, China), Shengjie Dong (Northeastern University, China), Yuhai Zhao (Northeastern University, China), Yuan Li (North China University of Technology, China), Zhengkui Wang (Singapore Institute of Technology, Singapore) and Xingwei Wang (Northeastern University, China) |
| Transferable Deep Clustering Model | Zheng Zhang (Emory University, United States) and Liang Zhao (Emory University, United States) |
| Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge | Yuhe Ji (Nankai University, China), Yilun Liu (Huawei, China), Feiyu Yao (Huawei co. LTD, China), Minggui He (Huawei, China), Shimin Tao (Huawei co. LTD, China), Xiaofeng Zhao (Huawei co. LTD, China), Chang Su (Huawei co. LTD, China), Xinhua Yang (Huawei co. LTD, China), Weibin Meng (Huawei co. LTD, China), Yuming Xie (Huawei co. LTD, China), Boxing Chen (Hu, China), Shenglin Zhang (Nankai University, China) and Yongqian Sun (Nankai University, China) |
| MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation | Ilwoong Baek (SungKyunKwan University, Department of AI, South Korea), Mincheol Yoon (SungKyunKwan University, Department of Computer Science and Engineering, South Korea), Seongmin Park (SungKyunKwan University, Department of AI, South Korea) and Jongwuk Lee (SungKyunKwan University, South Korea) |
| Revisiting Long-Tailed Learning: Insights from an Architectural Perspective | Yuhan Pan (University of Sciencee and Technology of China, China), Yanan Sun (Sichuan University, China) and Wei Gong (University of Sciencee and Technology of China, China) |
| HDKM: A Secure and Efficient Dynamic Key Management Scheme for Edge Computing | Zhao Bai (Beijing Normal University, China), Yaran Duan (Beijing Normal University, China), Nianyun Song (Beijing Normal University, China), Fangda Guo (Institute of Computing Technology, Chinese Academy of Sciences, China), Chengjun Cai (City University of Hong Kong, Dongguan Research Institute, China), Rongfang Bie (Beijing Normal University, China) and Yu Guo (Beijing Normal University, China) |
| Streamlining Feature Interactions via Selectively Crossing Vectors for Click-Through Rate prediction | Byungwoo Jang (SungKyungKwan University, South Korea), Jinhee Park (SungKyungKwan University, South Korea) and Eunil Park (Sungkyunkwan Universtiy, South Korea) |
| PP-STAT: An Efficient Privacy-Preserving Statistical Analysis Framework using Homomorphic Encryption | Hyunmin Choi (Sungkyunkwan University,NAVER Cloud, South Korea) |
| OBDD-NET: End-to-End Learning of Ordered Binary Decision Diagrams | Junming Qiu (Sun Yat-Sen University, China), Rongzhen Ye (Sun Yat-Sen University, China), Weilin Luo (Sun Yat-Sen University, China), Kunxun Qi (Sun Yat-Sen University, China), Hai Wan (Sun Yat-Sen University, China) and Yue Yu (Peng Cheng Laboratory, China) |
| General Adaptive Memory Allocation for Learned Bloom Filters | You Shang (College of Computer Science, Chongqing University, Chongqing, China, China), Xiang He (College of Computer Science, Chongqing University, Chongqing, China, China), Ruiyuan Li (College of Computer Science, Chongqing University, Chongqing, China, China), Yingying Sun (College of Computer Science, Chongqing University, Chongqing, China, China), Guanyao Li (Guangzhou Urban Planning and Design Survey Research Institute, Guangzhou, China, China), Guangchao Yang (College of Computer Science, Chongqing University, Chongqing, China, China), Junbo Zhang (JD Intelligent Cities Research, Beijing, China; JD iCity, JDT, Beijing, China, China) and Yu Zheng (JD Intelligent Cities Research, Beijing, China; JD iCity, JDT, Beijing, China, China) |
| Dense Retrieval for Aggregated Search | Lang Mei (Renmin University of China, China), Sijie Liu (Renmin University of China, China), Ziyuan Zhao (Tencent, China), Rolan Yan (tencent, China), Jiaxin Mao (Renmin University of China, China) and Ji-rong Wen (Renmin University of China, China) |
| Temporal Blocks with Memory Replay for Dynamic Graph Representation Learning | Zhigang Yu (Central South University, China), Hao Yan (Central South University, China), Ruochen Liu (Central South University, China), Xianghan Wang (National University of Defense Technology, China), Haijun Zhang (Beijing Wuzi University, China) and Senzhang Wang (Central South University, China) |
| Seeing Sequences like Humans: Pattern Classification Driven Time-Series Forecasting via Vision Language Models | Xingyu Liu (Chongqing University, China), Min Gao (Chongqing University, China), Zongwei Wang (Chongqing University, China) and Yinbing Bai (Chongqing University, China) |
| A Cost-Effective Framework to Evaluate LLM-Generated Relevance Judgements | Simone Merlo (University of Padua, Italy), Stefano Marchesin (University of Padua, Italy), Guglielmo Faggioli (University of Padua, Italy) and Nicola Ferro (University of Padua, Italy) |
| EEG-FSL: An EEG-Based Few-Shot Learning Framework for Music Recommendation | Ming He (Beijing University Of Technology, China), Wenbo Luo (Beijing University Of Technology, China), Yongjie Zheng (Beijing University Of Technology, China), Junkai Zhang (Beijing University Of Technology, China) and Xiaolei Gao (Beijing University Of Technology, China) |
| AMBER: Adaptive Meta Balanced Paradigm for Heterogeneous Graph-Based Knowledge Tracing | Lifan Sun (University of California San Diego, United States), Zichen Yuan (Northeastern University(China), China), Ersheng Ni (The University of Queensland, China), Weihua Cheng (ShanghaiTech University, China), Xinyuan Song (Emory University, United States), Linkun Dai (Shanghai Jiaotong University, China), Hongwei Jiang (Sun Yat-Sen Univeristy, China), Sibo Xu (Wuhan University), China), Mengmeng Chen (New York University, United States), Yucen Zhuang (Shanghai Jiaotong University, China), Yongxin Ni (National University of Singapore, Singapore) and Youhua Li (City University of Hong Kong, Hong Kong) |
| Community Partition-based Source Localization with Adaptive Observers Deployment | Jinchen Shi (National University of Defense Technology, China), Yang Fang (National University of Defense Technology, China), Zhen Tan (National University of Defense Technology, China), Xin Zhang (National University of Defense Technology, China) and Xiang Zhao (National University of Defense Technology, China) |
| SEF-UQR: Scalable and Efficient Privacy-Preserving Federated Updating QR Factorization | Haonan Yuan (Chongqing Key Laboratory of Secure Computing for Biology, Chongqing Institute of Green and Intelligent Technology, CAS, China), Wenyuan Wu (Chongqing Key Laboratory of Secure Computing for Biology, Chongqing Institute of Green and Intelligent Technology, CAS, China) and Jingwei Chen (Chongqing Key Laboratory of Secure Computing for Biology, Chongqing Institute of Green and Intelligent Technology, CAS, China) |
| GraphRCG: Self-Conditioned Graph Generation | Song Wang (University of Virginia, United States), Zhen Tan (Arizona State University, United States), Xinyu Zhao (UNC-Chapel Hill, United States), Tianlong Chen (UNC-Chapel Hill, United States), Huan Liu (Arizona State University, United States) and Jundong Li (University of Virginia, United States) |
| Hearing the Meaning, Not the Mess: Beyond Literal Transcription for Spoken Language | Min Sun (China Mobile Information Technology Co., Ltd, China), Ke Xu (China Mobile Information Technology Co., Ltd, China), Jiarong Liu (China Mobile Information Technology Co., Ltd, China), Jifan Yang (China Mobile Information Technology Co., Ltd, China), Yan Fang (Hong Kong University of Science and Technology (Guangzhou), China), Weizheng Wang (City University of Hong Kong, China), Qipeng Xie (Hong Kong University of Science and Technology (Guangzhou), China), Shuxin Zhong (Hong Kong University of Science and Technology (Guangzhou), China) and Kaishun Wu (Hong Kong University of Science and Technology (Guangzhou), China) |
| Balance and Brighten: A Twin-Propeller Network to Release Potential of Physics Laws for Traffic State Estimation | Weihao Jiang (Hikvision Research Institute, China), Yao Fu (Hikvision Research Institute, China), Hong Zhao (Hikvision Research Institute, China), Xiaoyu Cai (Hikvision Research Institute, China), Ruiheng Yang (Hikvision Research Institute, China), Linsen Li (Hikvision Research Institute, China) and Jiang Zhu (Hikvision Research Institute, China) |
| Scaling Trust: Veracity-Driven Defect Detection in Entity Search | Ornella Irrera (Department of Information Engineering, University of Padua, Italy), Stefano Marchesin (Department of Information Engineering, University of Padua, Italy), Gianmaria Silvello (Department of Information Engineering, University of Padua, Italy) and Omar Alonso (Amazon, United States) |
| Masked Graph Distance Network for Accurate Subgraph Similarity Computation | Xijuan Liu (Hangzhou Dianzi University, China), Yin Chen (University of Technology Sydney, Australia), Fan Li (University of New South Wales, Australia), Xiaoyang Wang (University of New South Wales, Australia), Haiyang Hu (Hangzhou Dianzi University, China) and Ying Zhang (Zhejiang Gongshang University, China) |
| Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback | Kejin Liu (Henan Institute of Advanced Technology, Zhengzhou University, China), Junhong Lian (Institute of Computing Technology, Chinese Academy of Sciences, China), Xiang Ao (Institute of Computing Technology, Chinese Academy of Sciences, China), Ningtao Wang (Independent Researcher, China), Xing Fu (Independent Researcher, China), Yu Cheng (Independent Researcher, China), Weiqiang Wang (Independent Researcher, China) and Xinyu Liu (Institute of Computing Technology, Chinese Academy of Sciences, China) |
| Entity-Aware Generative Retrieval for Personalized Contexts | Jihyeong Jeon (Seoul National University, South Korea), Jiwon Lee (Seoul National University, South Korea), Cheol Ryu (Samsung Electronics, South Korea) and U Kang (Seoul National University, South Korea) |
| Extracting Global Temporal Patterns Within Short Look-Back Windows for Traffic Forecasting | Bo Sun (University of Chinese Academy of Sciences;Pengcheng Laboratory, China), Zhe Wu (Pengcheng Laboratory, China), Zhiyuan Deng (University of Chinese Academy of Sciences;Pengcheng Laboratory, China), Li Su (University of Chinese Academy of Sciences;Pengcheng Laboratory, China) and Qingfang Zheng (Pengcheng Laboratory, China) |
| Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype | Jiaming Qian (Zhejiang University, China), Xinting Liao (Zhejiang University, China), Xiangmou Qu (OPPO Research Institute, China), Zhihui Fu (OPPO Research Institute, China), Xingyu Lou (OPPO Research Institute, China), Changwang Zhang (OPPO Research Institute, China), Pengyang Zhou (Zhejiang University, China), Zijun Zhou (OPPO Research Institute, China), Jun Wang (OPPO Research Institute, China) and Chaochao Chen (Zhejiang University, China) |
| M-LLM^3REC: A Motivation-Aware User-Item Interaction Framework for Enhancing Recommendation Accuracy with LLMs | Lining Chen (university of sydney, Australia), Qingwen Zeng (university of sydney, Australia) and Huaming Chen (university of sydney, Australia) |
| Dual-Space Masked Reconstruction for Robust Self-Supervised Human Activity Recognition | Shuo Xiao (China University of Mining and Technology, China), Jiukai Deng (China University of Mining and Technology, China), Chaogang Tang (China University of Mining and Technology, China) and Zhenzhen Huang (China University of Mining and Technology, China) |
| A Robust Clustered Federated Learning Approach for Non-IID Data with Quantity Skew | Michael Ben Ali (IRIT, France), Imen Megdiche (IRIT, France), André Péninou (IRIT, France) and Olivier Teste (IRIT, France) |
| Multi-Resource-Aware Admission Control for Online Data Processing | Ruoyu Wu (The University of Sydney, Australia), Wei Bao (The University of Sydney, Australia) and Hequn Wang (The University of Sydney, Australia) |
| A Privacy-preserving Spatial Dataset Joinable Search in Cloud | Zhengkai Zhang (Nanjing University of Posts and Telecommunications, China), Hua Dai (School of Computer Science, Nanjing University of Posts and Telecommunications, China), Hao Zhou (School of Computer Science, Nanjing University of Posts and Telecommunications, China), Mingfeng Jiang (School of Computer Science, Nanjing University of Posts and Telecommunications, China), Pengyue Li (School of Computer Science, Nanjing University of Posts and Telecommunications, China) and Geng Yang (School of Computer Science, Nanjing University of Posts and Telecommunications, China) |
| TKHist: Cardinality Estimation for Join Queries via Histograms with Dominant Attribute Correlation Finding | Renrui Li (Soochow University, China), Qingzhi Ma (Soochow University, China), Jiajie Xu (Soochow University, China), Lei Zhao (Soochow University, China) and An Liu (Soochow University, China) |
| Frequency-Domain Disentanglement-Fusion and Dual Contrastive Learning for Sequential Recommendation | Shuo Xiao (China University of Mining and Technology, China), Jingtao Zhang (China University of Mining and Technology, China), Chaogang Tang (China University of Mining and Technology, China) and Zhenzhen Huang (China University of Mining and Technology, China) |
| MRCLQR: A Framework for Logical Query Reasoning Based on Multi-information Relation Constraints | Pengwei Pan (Soochow University, China), Yu Liu (University of International Relations, China), Jun Ma (University of International Relations, China), Jianfeng Qu (Soochow University, China), Wen Hua (The Hong Kong Polytechnic University, China) and Yanmei Kang (University of International Relations, China) |
| Modality Alignment with Multi-scale Bilateral Attention for Multimodal Recommendation | Kelin Ren (Dept. of Computer Science and Engineering Hanyang University, Ansan, Republic of Korea, South Korea), Chan-Yang Ju (Dept. of Applied Artificial Intelligence Hanyang University, Ansan, Republic of Korea, South Korea) and Dong-Ho Lee (Dept. of Applied Artificial Intelligence Hanyang University, Ansan, Republic of Korea, South Korea) |
| Harnessing Commonsense: LLM-Driven Knowledge Integration for Fine-Grained Sentiment Analysis | Kai Zhang (University of Science and Technology of China, China) and Yupeng Han (University of Science and Technology of China, China) |
| Contrastive Multi-view Graph Hashing | Yang Xu (Nanjing University, China), Zuliang Yang (Nanjing University, China) and Kaiming Ting (Nanjing University, China) |
| High-Order Moments Conditional Domain Adaptation Networks for Wearable Human Activity Recognition | Indrajeet Ghosh (University of Maryland Baltimore County, United States), Garvit Chugh (Indian Institute of Technology Jodhpur, India), Abu Zaher Md Faridee (Amazon, United States) and Nirmalya Roy (University of Maryland Baltimore County, United States) |
| Learning Graph Edit Distance via Node Matching Patterns | Junkyu Lee (Chungnam National University, South Korea) and Jongik Kim (Chungnam National University, South Korea) |
| Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling | Yang Cao (Wyoming Seminary, United States), Bo Chen (Teeness University, United States), Xiaoyu Li (Stevens University, United States), Yingyu Liang (University of Wisconsin Madision, United States), Zhizhou Sha (The University of Texas at Austin, United States), Zhenmei Shi (University of Wisconsin Madison, United States), Zhao Song (UC Berkeley, United States) and Mingda Wan (Anhui University, United States) |
| Rethinking Client-oriented Federated Graph Learning | Zekai Chen (Beijing Institute of Technology, China), Xunkai Li (Beijing Institute of Technology, China), Yinlin Zhu (Sun Yat-sen University, China), Rong-Hua Li (Beijing Institute of Technology, China) and Guoren Wang (Beijing Institute of Technology, China) |
| LCHGNN: Towards Distributed Hypergraph Neural Network Training Based on Communication Graphs with Lightweight Communication Optimization | Taibo Wang (Northeastern University, China), Yu Gu (Northeastern University, China), Xinning Cui (Northeastern University, China), Zhen Song (Northeastern University, China), Xiaohua Li (Northeastern University, China) and Fangfang Li (Northeastern University, China) |
| Invariant Treatment Effect Estimation via Consistent Constraints and Information Bottleneck | Siwei Qiang (Mybank, China) |
| ECLIPSE: Efficient Cross-Lingual Log Intelligence Parser with Semantic Entropy-Enhanced LCS Algorithm | Wei Zhang (Beihang University, China), Xianfu Cheng (Beihang University, China), Xiang Li (Beihang University, China), Jian Yang (Beihang University, China), Liying Zhang (Information Engineering University, China), Xiangyuan Guan (Beihang University, China) and Zhoujun Li (Beihang University, China) |
| Towards Reliable GNNs: Adversarial Calibration Learning for Confidence Estimation | Yilong Wang (Pennsylvania State University, United States), Jiahao Zhang (Pennsylvania State University, United States), Tianxiang Zhao (Pennsylvania state university, United States) and Suhang Wang (The Pennsylvania State University, United States) |
| Extreme Multi-Label Completion for Semantic Document Tagging with Taxonomy-Aware Parallel Learning | Julien Audiffren (Fribourg University, Switzerland), Christophe Broillet (Fribourg University, Switzerland), Ljiljana Dolamic (armasuisse S&T, Switzerland) and Philippe Cudre-Mauroux (U. of Fribourg, Switzerland) |
| Aggregated Gradients-based Adaptive Learning Rate Design in Federated Learning | Wenhao Yuan (Sun Yat-sen University, China) and Xuehe Wang (Sun Yat-sen University, China) |
| Research on Event Extraction Method Based on Multi-grained Fusion and Scene Graph Enhancement | Xiaoyu Wang (19863831822, China), Tao Sun (15866792520, China), Gengchen Liu (15269821085, China), Zhi Yang (17616266197, China), Jiahui Liu (19510168905, China) and Zimeng Xu (15206819913, China) |
| Towards Few-shot Chemical Reaction Outcome Prediction | Yili Shen (University of Notre Dame, United States), Yijun Tian (University of Notre Dame, United States), Cheng-Wei Ju (The University of Chicago, United States), Olaf Wiest (University of Notre Dame, United States) and Xiangliang Zhang (University of Notre Dame, United States) |
| Cross-National Collaboration in Open-Source Software Development | Henry Xu (Carnegie Mellon University, United States), Katy Yu (Carnegie Mellon University, United States), Hao He (Carnegie Mellon University, United States), Hongbo Fang (University of Chicago, United States), Bogdan Vasilescu (Carnegie Mellon University, United States) and Patrick Park (Carnegie Mellon University, United States) |
| Improving Complex Compositional Query Representations with Learned Sparse Retrievers | Antonios Minas Krasakis (University of Amsterdam, Netherlands), Andrew Yates (Johns Hopkins University, United States) and Evangelos Kanoulas (University of Amsterdam, Netherlands) |
| FinD3: A Dual 3D State Space Model with Dynamic Hypergraph for Financial Stock Prediction | Jieyuan Mei (East China Normal University, China), Jindong Tian (East China Normal University, China), Ronghui Xu (East China Normal University, China), Hanyue Wei (East China Normal University, China), Chenjuan Guo (East China Normal University, China) and Bin Yang (East China Normal University, China) |
| MUSE: A Multi-slice Joint Analysis Method for Spatial Transcriptomics Experiments | Ziheng Duan (University of California, Irvine, United States), Xi Li (University of California, Irvine, United States), Zhiqing Xiao (Yale University, United States), Rex Ying (Yale University, United States) and Jing Zhang (University of California, Irvine, United States) |
| Hierarchy-Consistent Learning and Adaptive Loss Balancing for Hierarchical Multi-label Classification | Ruobing Jiang (Ocean University of China, China), Mengzhe Liu (Ocean University of China, China), Haobing Liu (Ocean University of China, China) and Yanwei Yu (Ocean University of China, China) |
| Frequency-Decoupled Distillation for Efficient Multimodal Recommendation | Ziyi Zhuang (Shanghai Jiao Tong University, China), Hongji Li (Lanzhou University, China), Junchen Fu (University of Glasgow, United Kingdom), Jiacheng Liu (South China Normal University, China), Joemon Jose (University of Glasgow, United Kingdom), Youhua Li (PhD, Hong Kong) and Yongxin Ni (Westlake University, China) |
| Relation-Faceted Graph Pooling with LLM Guidance for Dynamic Span-Aware Information Extraction | Hye-Yoon Baek (Konkuk University, South Korea), Jinho Choi (Konkuk University, South Korea), Jimyeung Seo (Konkuk University, South Korea), Xiongnan Jin (Shenzhen University, China), Dongcheon Lee (Konkuk University, South Korea) and Byungkook Oh (Konkuk University, South Korea) |
| A Node-Aware Dynamic Quantization Approach for Graph Collaborative Filtering | Lin Li (Wuhan University of Technology, China), Chunyang Li (Wuhan University of Technology, China), Yu Yin (Wuhan University of Technology, China), Xiaohui Tao (University of Southern Queensland, Australia, Australia) and Jianwei Zhang (Iwate University, Japan) |
| CoHN: Context-Aware Hawkes Graph Network for Temporal Knowledge Graph Reasoning | Xiaowei Tian (Beijing University of Posts and Telecommunications, China), Xiaoyan Zhang (Beijing University of Posts and Telecommunications, China), Xiaofeng Du (Beijing University of Posts and Telecommunications, China) and Tianbo Lu (Beijing University of Posts and Telecommunications, China) |
| Adaptive Bidirectional State Space Model for High-frequency Portfolio Management | Wei Ding (Xiamen University, China), Hanpeng Jiang (Xiamen University, China), Ruibo Xiong (Hong Kong Polytechnic University, Hong Kong), Yongrong Wu (Xiamen University, China), Jingan Chen (Xiamen University, China), Lifan Chen (Xiamen University, China), Pengfei Ding (Xiamen University, China) and Fan Lin (Xiamen University, China) |
| EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling | Lingzhi Shen (University of Southampton, United Kingdom), Xiaohao Cai (University of Southampton, United Kingdom), Yunfei Long (Queen Mary University of London, United Kingdom), Imran Razzak (Mohamed bin Zayed University of Artificial Intelligence, United Arab Emirates), Guanming Chen (University of Southampton, United Kingdom) and Shoaib Jameel (University of Southampton, United Kingdom) |
| Generative Data Augmentation in Graph Contrastive Learning for Recommendation | Yansong Wang (College of Computer and Information Science, Southwest University, China), Qihui Lin (College of Computer and Information Science, Southwest University, China), Junjie Huang (College of Computer and Information Science, Southwest University, China) and Tao Jia (College of Computer and Information Science 1.Southwest University 2.Chongqing Normal University, China) |
| DDE-CLIP: Detail-Guided Dual-Modal Enhancement for Zero-Shot Anomaly Detection | Zehao Deng (Soochow University, China), Qingzhi Ma (Soochow University, China) and An Liu (Soochow University, China) |
| From Patterns to Predictions: A Shapelet-Based Framework for Directional Forecasting in Noisy Financial Markets | Juwon Kim (Pohang University of Science and Technology (POSTECH), South Korea), Hyunwook Lee (Ulsan National Institute of Science and Technology (UNIST), South Korea), Hyotaek Jeon (Pohang University of Science and Technology (POSTECH), South Korea), Seungmin Jin (Ulsan National Institute of Science and Technology (UNIST), South Korea) and Sungahn Ko (Pohang University of Science and Technology (POSTECH), South Korea) |
| zkNAS: Secure and Efficient Outsourced-NAS with Zero-Cost Proxies | Haodi Wang (City University of Hong Kong, Hong Kong), Danyang Zhang (Beijing Normal University, China), Tangyu Jiang (Tsinghua University, China), Fangda Guo (Chinese Academy of Sciences, China), Jing Wang (Beijing Normal University, China) and Yu Guo (Beijing Normal University, China) |
| Latent Variable Modeling for Robust Causal Effect Estimation | Tetsuro Morimura (CyberAgent, Japan), Tatsushi Oka (Keio University, Japan), Yugo Suzuki (CyberAgent, Japan) and Daisuke Moriwaki (CyberAgent, Japan) |
| MetaCAN: Improving Generalizability of Few-shot Anomaly Detection with Meta-learning | Zhisheng Lv (National University of Defense Technology, China), Jianfeng Zhang (National University of Defense Technology, China), Songlei Jian (National University of Defense Technology, China), Chenlin Huang (National University of Defense Technology, China), Hongguang Zhang (AMS, China), Guansong Pang (Singapore Management University, Singapore) and Zhong Liu (National University of Defense Technology, China) |
| Improving text embedding models with positive-aware hard-negative mining | Gabriel de Souza Pereira Moreira (NVIDIA, Brazil), Radek Osmulski (NVIDIA, Australia), Mengyao Xu (NVIDIA, United States), Ronay Ak (NVIDIA, United States), Benedikt Schifferer (NVIDIA, Germany) and Even Oldridge (NVIDIA, Canada) |
| Towards Adaptive Personalized Conversational Information Retrieval | Fengran Mo (Université de Montréal, Canada), Yuchen Hui (University of Montreal, Canada), Yuxing Tian (University of Montreal, Canada), Zhaoxuan Tan (Xi'an Jiaotong University, China), Chuan Meng (University of Amsterdam, Netherlands), Zhan Su (University of Montreal, Canada), Kaiyu Huang (Beijing Jiaotong University, China) and Jian-Yun Nie (University de Montreal, Canada) |
| PathLens: Structurally Enhancing Heterophilic Graphs for GNNs | Karan Goyal (IIIT Delhi, India), Saankhya Samanta (Indian Institute of Engineering Science and Technology, Shibpur, India), Vikram Goyal (IIIT Delhi, India) and Mukesh Mohania (IIIT Delhi, India) |
| ExplorAct: Context-Aware Next Action Recommendations for Interactive Data Exploration | Baranadura Dinuka Manohara de Zoysa (The University of Melbourne, Australia), James Bailey (The University of Melbourne, Australia) and Renata Borovica-Gajic (The University of Melbourne, Australia) |
| Collaborative Interest Mining Network for Knowledge Graph-based Recommendation | Jie Luo (School of Computer, Electronics and Information, Guangxi University, China), Ying Pan (Information Network Center, Guangxi University, China) and Guoliang Huang (School of Computer, Electronics and Information, Guangxi University, China) |
| Enhancing information diffusion prediction via multiple granularity hypergraphs and position-aware sequence model | Weikai Jing (Northwestern Polytechnical University, China), Yuchen Wang (Northwestern Polytechnical University, China), Haotong Du (Northwestern Polytechnical University, China), Songxin Wang (School of Information Management and Engineering, Shanghai Universityof Finance and Economics, China), Xiaoyu Li (Northwestern Polytechnical University, China) and Chao Gao (Northwestern Polytechnical University, China) |
| Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection | Minsun Jeon (SungKyunKwan University, South Korea) and Simon Woo (Sungkyunkwan University, United States) |
| FinCast: A Foundation Model for Financial Time-Series Forecasting | Zhuohang Zhu (The University of Sydney, Australia), Haodong Chen (The University of Sydney, Australia), Qiang Qu (The University of Sydney, Australia, Australia) and Vera Chung (The University of Sydney, Australia) |
| Learning Invariant Reliability under Diverse Contexts for Robust Multimedia Recommendation | Yijun Sheng (University of Macau, Macao), Pui Ieng Lei (University of Macau, Macao), Yanyan Liu (Um, Macao), Ximing Chen (University of Macau, Macao) and Zhiguo Gong (University of Macau, Macao) |
| Evaluating and Addressing Fairness Across User Groups in Negative Sampling for Recommender Systems | Yueqing Xuan (RMIT University, Australia), Kacper Sokol (ETH Zurich, Australia), Mark Sanderson (RMIT University, Australia) and Jeffrey Chan (RMIT University, Australia) |
| Rethinking the Training Paradigm of Discrete Token-Based Multimodal LLMs: An Analysis of Text-Centric Bias | Wansik Jo (Ajou University, South Korea), Jooyeong Na (Ajou University, South Korea), Soyeon Hong (Ajou University, South Korea), Seungtaek Choi (Trillion Labs, South Korea) and Hyunsouk Cho (Ajou University, South Korea) |
| Retrieval-Augmented Image Captioning via Synthesized Entity-Aware Knowledge Representations | Lin Shen (Institute of Information Engineering, Chinese Academy of Sciences, China), Chenxu Cui (Institute of Information Engineering, Chinese Academy of Sciences, State Key Laboratory of Cyberspace Security Defense, China), Jinchao Zhang (Institute of Information Engineering, Chinese Academy of Sciences, China), Haihui Fan (Instute of information engineering, chinese academy of Science, China), Haotian Jin (Institute of Information Engineering, Chinese Academy of Sciences, China) and Bo Li (iie,cas, China) |
| ORCAS: Obfuscation-Resilient Binary Code Similarity Analysis using Dominance Enhanced Semantic Graph | Yufeng Wang (College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong, China, China), Yuhong Feng (College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong, China, China), Yixuan Cao (College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong, China, China), Haoran Li (College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong, China, China), Haiyue Feng (College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong, China, China) and Yifeng Wang (College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong, China, China) |
| Enhancing Recommendation with Reliable Multi-profile Alignment and Collaborative-aware Contrastive Learning | Yibin Liu (Zhejiang University, China), Jianyu Zhang (Zhejiang University, China) and Shijian Li (Zhejiang University, China) |
| Federated Continual Recommendation | Jaehyung Lim (Pohang University of Science and Technology, South Korea), Wonbin Kweon (University of Illinois Urbana-Champaign, United States), Woojoo Kim (Pohang University of Science and Technology, South Korea), Junyoung Kim (Pohang University of Science and Technology, South Korea), Seongjin Choi (Pohang University of Science and Technology, South Korea), Dongha Kim (Pohang University of Science and Technology, South Korea) and Hwanjo Yu (Pohang University of Science and Technology, South Korea) |
| DistillCaps: Enhancing Audio-Language Alignment in Captioning via Retrieval-Augmented Knowledge Distillation | Thinh Pham (University of Science, VNU-HCMC, Viet Nam), Nghiem Diep (University of Science, VNU-HCMC, Viet Nam), Lizi Liao (Singapore Management University, Singapore) and Binh Nguyen (Faculty of Mathematics and Computer Science, Univerisity of Science - VNUHCMC, Viet Nam) |
| DT-FedSDC: A Dual-Target Federated Framework with Semantic Enhancement and Disentangled Contrastive Learning for Cross-Domain Recommendation | Shanyang Gao (Xidian University, China), Shanfeng Wang (Xidian University, China), Lanyu Yao (Xidian University, China), Jianzhao Li (Xidian University, China), Zhao Wang (Xidian University, China), Maoguo Gong (Xidian University, China) and Ke Pan (Xidian University, China) |
| EvenOddML: Even and Odd Aggregation with Multi-Level Contrastive Learning for Bipartite Graph | Manasvi Aggarwal (Mastercard AI Garage, India), Jahnavi Methukumalli (Mastercard AI Garage, India), Deepanshu Bagotia (Mastercard AI Garage, India) and Suhas Power (Mastercard AI Garage, India) |
| TFMAdapter: Lightweight Instance-Level Adaptation of Foundation Models for Forecasting with Covariates | Afrin Dange (Indian institute of Technology Bombay, India) and Sunita Sarawagi (Indian Institute of Technology Bombay, India) |
| Bidirectional Temporal-Aware Modeling with Multi-Scale Mixture-of-Experts for Multivariate Time Series Forecasting | Yifan Gao (Zhejiang University, China), Boming Zhao (Zhejiang University, China), Haocheng Peng (Zhejiang University, China), Hujun Bao (Zhejiang University, China), Jiashu Zhao (Wilfrid Laurier University, Canada) and Zhaopeng Cui (Zhejiang University, China) |
| Where Do LLMs Go Wrong? Diagnosing Automated Peer Review via Aspect-Guided Multi-Level Perturbation | Jiatao Li (Peking Univerisity, China), Yanheng Li (Renmin University of China, China), Xinyu Hu (Peking Univerisity, China), Mingqi Gao (Peking Univerisity, China) and Xiaojun Wan (Peking Univerisity, China) |
| Multi-Armed Bandits with Biased and Heteroscedastic Auxiliary Rewards | Zechen Yin (Tsinghua University, China) and Zhixuan Fang (Tsinghua University, China) |
| Context-aware Sequential Bundle Recommendation via User-specific Representations | Jaeri Lee (Seoul National University, South Korea) and U Kang (Seoul National University, South Korea) |
| FairRegBoost: An End-to-End Data Processing Framework for Fair and Scalable Regression | Nico Lässig (University of Stuttgart, Germany) and Melanie Herschel (Nanyang Technological University Singapore, Singapore) |
| BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting | Shiqiao Zhou (University of Birmingham, United Kingdom), Holger Schöner (Siemens AG, Germany), Huanbo Lyu (University of Birmingham, United Kingdom), Edouard Fouché (Siemens AG, Germany) and Shuo Wang (University of Birmingham, United Kingdom) |
| ActiViz: Understanding Sample Selection in Active Learning through Boundary Visualization | Jie Chen (University College Dublin, Ireland), Honghui Du (University College Dublin, Ireland), Dairui Liu (University College Dublin, Ireland), Siteng Ma (University College Dublin, Ireland), Brian Mac Namee (University College Dublin, Ireland) and Ruihai Dong (University College Dublin, Ireland) |
| Local Large Language Models for Recommendation | Yujin Jeon (Seoul National University, South Korea), Jooyoung Kim (Seoul National University, South Korea) and Joonseok Lee (Seoul National University, South Korea) |
| ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting | Binqing Wu (Zhejiang University, China), Jianlong Huang (Zhejiang University, China), Zongjiang Shang (Zhejiang University, China) and Ling Chen (Zhejiang University, China) |
| Leveraging Vulnerabilities in Temporal Graph Neural Networks via Strategic High-Impact Assaults | Dong Hyun Jeon (Bowling Green State University, United States), Lijing Zhu (Bowling Green State University, United States), Haifang Li (Mayo Clinic, United States), Pengze Li (Mayo Clinic, United States), Jingna Feng (Mayo Clinic, United States), Tiehang Duan (Grand Valley State University, United States), Houbing Herbert Song (University of Maryland at Baltimore County, United States), Cui Tao (Mayo Clinic, United States) and Shuteng Niu (Mayo Clinic, United States) |
| Antelope: Potent and Concealed Jailbreak Attack Strategy | Xin Zhao (Institute of Information Engineering; University of Chinese Academy of Sciences, China), Xiaojun Chen (Institute of Information Engineering; University of Chinese Academy of Sciences, China) and Haoyu Gao (College of Computing; Georgia Institute of Technology, American Samoa) |
| Higher-order Structure and Semantics-enhanced User Profiling for Recommendation | Yanchao Tan (Fuzhou University, China), Xinyi Huang (Fuzhou University, China), Zhijun Chen (Fuzhou University, China), Hang Lv (Fuzhou University, China), Hengyu Zhang (Macquarie university, Australia), Wei Huang (Fuzhou University, China) and Guofang Ma (Zhejiang Gongshang University, China) |
| CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control | Jinwei Zeng (Tsinghua University, China), Chao Yu (Tsinghua University, China), Xinyi Yang (Tsinghua University, China), Wenxuan Ao (Tsinghua University, China), Qianyue Hao (Tsinghua University, China), Jian Yuan (Tsinghua University, China), Yong Li (Tsinghua University, China), Yu Wang (Tsinghua University, China) and Huazhong Yang (Tsinghua University, China) |
| A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation | Kyungho Kim (KAIST, South Korea), Sunwoo Kim (KAIST, South Korea), Geon Lee (KAIST, South Korea) and Kijung Shin (KAIST, South Korea) |
| LinkGPT: Leveraging Large Language Models for Enhanced Link Prediction in Text-Attributed Graphs | Zhongmou He (University of Michigan, United States), Jing Zhu (University of Michigan, United States), Shengyi Qian (University of Michigan, United States), Joyce Chai (University of Michigan, United States) and Danai Koutra (University of Michigan, United States) |
| Efficiency Boost in Decentralized Optimization: Reimagining Neighborhood Aggregation with Minimal Overhead | Durgesh Kalwar (Arizona State University, United States), Mayank Baranwal (TCS Research, India) and Harshad Khadilkar (Indian Institute of Technology, Bombay, India) |
| Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models | Dayan Pan (City University of Hong Kong, China), Zhaoyang Fu (Huawei Technologies Ltd., China), Jingyuan Wang (Beihang University, China), Xiao Han (Zhejiang University of Technology, China), Yue Zhu (Huawei Technologies Ltd., China) and Xiangyu Zhao (City University of Hong Kong, China) |
| Unlocking the Potential of Smaller Language Models as Superior Instruction Evolvers | Tingfeng Hui (Beijing University of Posts and Telecommunications, China), Lulu Zhao (Alibaba Group, China), Guanting Dong (Renmin University, China), Yaqi Zhang (Beijing University of Posts and Telecommunications, China) and Sen Su (Beijing University of Posts and Telecommunications, China) |
| KRAFT: A Knowledge Graph-Based Framework for Automated Map Conflation | Farnoosh Hashemi (Cornell University, United States) and Laks Lakshmanan (The University of British Columbia, Canada) |
| Advancing Temporal Sensitive Question Answering through Progressive Multi-Step Reflection | Ziyang Chen (National University of Defense Technology, China), Erxue Min (Baidu Inc., China), Xiang Zhao (National University of Defense Technology, China), Yunxin Li (Harbin Institute of Technology(Shenzhen), China), Xin Jia (Baidu Inc, China), Jinzhi Liao (National University of Defense Technology, China), Shuaiqiang Wang (Baidu Inc, China), Baotian Hu (Harbin Institute of Technology(Shenzhen), China) and Dawei Yin (Baidu Inc, China) |
| Mixed data $k$-anonymization by consistent maximal association and microaggregation | Julien Ah-Pine (SIGMA Clermont/Clermont Auvergne INP, France) and Nathaniel Gbenro (ENSEA, Cote d'Ivoire) |
| Transformers are Good Clusterers for Lifelong User Behavior Sequence Modeling | Xingmei Wang (University of Science and Technology of China, China), Shiyao Wang (Kuaishou Technology, China), Wuchao Li (University of Science and Technology of China, China), Jiaxin Deng (Kuaishou Technology, China), Song Lu (Kuaishou Technology, China), Defu Lian (University of Science and Technology of China, China) and Guorui Zhou (Kuaishou Technology, China) |
| Evaluating Robustness of LLMs in Question Answering on Multilingual Noisy OCR Data | Bhawna Piryani (University of Innsbruck, Austria), Jamshid Mozafari (University of Innsbruck, Austria), Abdelrahman Abdallah (University of Innsbruck, Austria), Antoine Doucet (University of La Rochelle, France) and Adam Jatowt (University of Innsbruck, Austria) |
| Traffic Safety Evaluation Based on Macroscopic Traffic Features in Road Tunnels | Yupu Zhang (University of Electronic Science and Technology of China, China), Lei Jia (Beijing Jiaotong University, China), Hao Miao (Aalborg University, China), Weizhu Qian (School of Computer Science & Technology Soochow University, China), Yan Zhao (Aalborg University, Denmark) and Kai Zheng (“University of Electronic Science and Technology of China”, China) |
| EGA: A Unified End-to-End Generative Framework for Industrial Online Advertising | Zuowu Zheng (Meituan, China), Ze Wang (Meituan, China), Fan Yang (Meituan, China), Jiangke Fan (Meituan, China), Teng Zhang (Meituan, China) and Xingxing Wang (Meituan, China) |
| Exploring Causal Effect of Social Bias on Faithfulness Hallucinations in Large Language Models | Zhenliang Zhang (Peking University, China), Junzhe Zhang (Peking University, China), Xinyu Hu (Peking University, China), Huixuan Zhang (Peking University, China) and Xiaojun Wan (Peking University, China) |
| Enabling Group Fairness in Machine Unlearning via Distribution Correction | Yezi Liu (University of California Irvine, United States) and Yanning Shen (University of California, Irvine, United States) |
| Quantized Factor Identifiable Causal Effect Variational Autoencoder | Sujeong Song (Korea University, South Korea), Junghyo Sohn (Korea University, South Korea), Eunsong Kang (LG Electronics, South Korea) and Heung-Il Suk (Korea University, South Korea) |
| PKGRec: Personal Knowledge Graph Construction and Mining for Federated Recommendation Enhancement | Haochen Yuan (Harbin Institute of Technology, China), Yang Zhang (University of North Texas, United States), Quan Z. Sheng (Macquarie University, Australia), Lina Yao (CSIRO and The University of New South Wales, Australia), Yipeng Zhou (Macquarie University, Australia), Xiang He (Harbin Institute of Technology, China) and Zhongjie Wang (Harbin Institute of Technology, China) |
| Vulnerability-Aware Hardening for Secure Privacy-Preserving Record Linkage | Sumayya Ziyad (The Australian National University, Australia), Peter Christen (The Australian National University, Australia), Anushka Vidanage (The Australian National University, Australia), Charini Nanayakkara (The Australian National University, Australia) and Rainer Schnell (University of Duisburg-Essen, Germany) |
| Hyperbolic Prompt Learning for Incremental Event Detection with LLMs | Xiujin Zhang (North China Electric Power University, China), Wenxin Jin (North China Electric Power University, China), Haotian Hong (North China Electric Power University, China), Pengfei Zhang (Anhui University of Science and Technology, China), Jiting Li (Academy of Military Sciences, China), Kongjing Gu (National University of Defense Technology, China), Hao Peng (Beihang Univerisity, China) and Li Sun (North China Electric Power University, China) |
| OASIS: Open-world Adaptive Self-supervised and Imbalanced-aware System | Miru Kim (Soongsil University, South Korea), Mugon Joe (Soongsil University, South Korea) and Minhae Kwon (Soongsil University, South Korea) |
| Chunked Data Shapley: A Scalable Dataset Quality Assessment for Machine Learning | Andreas Loizou (National Technical University of Athens, Greece) and Dimitrios Tsoumakos (National Technical University of Athens, Greece) |
| MMFair: Fair Learning via Min-Min Optimization | Fang Kejie (Fudan University, China), Zhai Kun (Fudan University, China) and Ma Xingjun (Fudan University, China) |
| Fine-grained Graph Rationalization | Zhe Xu (University of Illinois Urbana-Champaign, United States), Menghai Pan (Visa Research, United States), Yuzhong Chen (Visa Research, United States), Huiyuan Chen (Visa Research, United States), Yuchen Yan (University of Illinois Urbana-Champaign, United States), Mahashweta Das (Visa Research, United States) and Hanghang Tong (University of Illinois Urbana-Champaign, United States) |
| HRCformer: Hierarchical Recursive Convolution-Transformer with Multi-Scale Adaptive Recalibration for Time Series Forecasting | Dejiang Zhang (College of Computer Science and Technology, China University of Petroleum (East China), China, China), Lianyong Qi (College of Computer Science and Technology, China University of Petroleum (East China), China, China), Yuwen Liu (College of Computer Science and Technology, China University of Petroleum (East China), China, China), Xucheng Zhou (College of Computer Science and Technology, China University of Petroleum (East China), China, China), Jianye Xie (College of Computer Science and Technology, China University of Petroleum (East China), China, China), Haolong Xiang (School of Software, Nanjing University of Information Science and Technology, China, China), Xiaolong Xu (School of Software, Nanjing University of Information Science and Technology, China, China), Xuyun Zhang (Department of Computing, Macquarie University, Australia, Australia), Yang Cao (School of Computing and Information Technology, Great Bay University, China, China) and Yang Zhang (Anuradha and Vikas Sinha Department of Data Science, University of North Texas, USA, United States) |
| OFedED: One-shot Federated Learning with Model Ensemble and Dataset Distillation | Xuhui Li (Mohamed bin Zayed University of Artificial Intelligence, China), Zhengquan Luo (Mohamed bin Zayed University of Artificial Intelligence, China), Zihui Cui (School of Mathematics and Statistics, Northeastern University at Qinhuangdao, China), Xin Cao (University of New South Wales, China) and Zhiqiang Xu (Mohamed bin Zayed University of Artificial Intelligence, China) |
| PRIMA: Privacy preserving Multi-dimensional Analytic Approach | Yufei Wang (Beijing University of Posts and Telecommunications, China), Cheng Xiang (Beijing University of Posts and Telecommunications, China), Pengfei Zhang (Anhui University of Science and Technology, China) and Anxing Wei (Beijing University of Posts and Telecommunications, China) |
| ParaStyleTTS: Toward Efficient and Robust Paralinguistic Style Control for Expressive Text-to-Speech Generation | Haowei Lou (UNSW Sydney, Australia), Hye-young Paik (UNSW Sydney, Australia), Wen Hu (UNSW Sydney, Australia) and Lina Yao (UNSW Sydney, Australia) |
| ConGM: Contrastive Graph Matching for Graph Self-Supervised Learning | Hongxiang Lin (Meituan Inc., China), Lei Wang (Meituan Inc., China), Huiying Hu (Wangxuan Institute of Computer Technology, Peking University, China) and Xiaoqing Lyu (Wangxuan Institute of Computer Technology, Peking University, China) |
| MI4Rec: Pretrained Language Model based Cold-Start Recommendation with Meta-Item Embeddings | Zaiyi Zheng (University of Virginia, United States), Yaochen Zhu (University of Virginia, United States), Haochen Liu (University of Virginia, United States), Mingxuan Ju (Snap Inc., United States), Tong Zhao (Snap Inc., United States), Neil Shah (Snap Inc., United States) and Jundong Li (University of Virginia, United States) |
| Benefit from Rich: Tackling Search Interaction Sparsity in Search Enhanced Recommendation | Teng Shi (Renmin University of China, China), Weijie Yu (University of International Business and Economics, China), Xiao Zhang (Renmin University of China, China), Ming He (AI Lab at Lenovo Research, China), Jianping Fan (AI Lab at Lenovo Research, China) and Jun Xu (Renmin University of China, China) |
| PROXYSAMPLER: Proxy Informativeness Estimation for Efficient Data Selection in Active Learning | Miao-Hui Song (Univeisity of Science and Technology of China, China), Lan Zhang (University of Science and Technology of China, China), Mu Yuan (The Chinese University of Hong Kong, China) and Yijun Liu (China Merchants Bank, China) |
| FedFMD: Fairness-Driven Adaptive Aggregation in Federated Learning via Mahalanobis Distance | Xiuting Weng (Yunnan University, China), Lixing Yu (Yunnan University, China), Shaojie Zhan (Yunnan University, China), Ruizhi Pu (Western University, Canada) and Xiaofei Liu (Yunnan University, China) |
| Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering | Gongyao Jiang (The Hong Kong University of Science and Technology (Guangzhou), China) and Qiong Luo (The Hong Kong University of Science and Technology (Guangzhou), Hong Kong) |
| LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language Models | Mengdan Zhu (Emory University, United States), Raasikh Kanjiani (Emory University, United States), Jiahui Lu (University of London, United Kingdom), Andrew Choi (Emory University, United States), Qirui Ye (Emory University, United States) and Liang Zhao (Emory University, United States) |
| Fine-Grained Emotion Recognition via In-Context Learning | Zhaochun Ren (Leiden University, Netherlands), Zhou Yang (College of Computer and Data Science, Fuzhou University, China), Chenglong Ye (College of Computer and Data Science, Fuzhou University, China), Haizhou Sun (SmartMore Company, China), Chao Chen (School of Computer Science and Technology, Harbin Institute of Technology, China), Xiaofei Zhu (College of Computer Science and Engineering, Chongqing University of Technology, China) and Xiangwen Liao (College of Computer and Data Science, Fuzhou University, China) |
| FairAD: Computationally Efficient Fair Graph Clustering via Algebraic Distance | Minh Phu Vuong (Texas State Universtiy, United States), Young-Ju Lee (Texas State University, United States), Ivan Ojeda-Ruiz (Texas State University, United States) and Chul-Ho Lee (Texas State University, United States) |
| LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis | Weiming Zhang (Shanghai Jiao Tong University, China), Lingyue Fu (Shanghai Jiao Tong University, China), Qingyao Li (Shanghai Jiao Tong university, China), Kounianhua Du (Shanghai Jiao Tong University, China), Jianghao Lin (Shanghai Jiao Tong University, China), Jingwei Yu (Shanghai Jiao Tong University, China), Wei Xia (www.imxwell.com, China), Weinan Zhang (Shanghai Jiao Tong University, China), Ruiming Tang (Huawei Noah's Ark Lab, China) and Yong Yu (Shanghai Jiao Tong University, China) |
| Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants | Jiuding Yang (University of Alberta, Canada), Hui Liu (Tencent, China), Weidong Guo (Tencent, China), Yu Xu (Tencent, China) and Di Niu (University of Alberta, China) |
| Proto-Yield: An Uncertainty-Aware Prototype Network for Yield Prediction in Real-world Chemical Reactions | Kehan Guo (University of Notre Dame, United States), Zhen Liu (Carnegie Mellon University, United States), Zhichun Guo (University of Washington, United States), Bozhao Nan (University of Notre Dame, United States), Olexandr Isayev (Carnegie Mellon University, United States), Nitesh Chawla (University of Notre Dame, United States), Olaf Wiest (University of Notre Dame, United States) and Xiangliang Zhang (University of Notre Dame, United States) |
| Constraint Back-translation Improves Complex Instruction Following of Large Language Models | Yunjia Qi (Tsinghua University, China), Hao Peng (Tsinghua University, China), Xiaozhi Wang (Tsinghua University, China), Bin Xu (Tsinghua University, China), Lei Hou (Tsinghua University, China) and Juanzi Li (Tsinghua University, China) |
| EventPuzzle: A Benchmark for Multi-Perspective Event Prediction Based on Event Arguments | Guoxuan Ding (Institute of Information Engineering, Chinese Academy of Science, China), Junhao Zhou (Institute of Information Engineering, Chinese Academy of Science, China), Yuqing Li (Institute of Information Engineering, Chinese Academy of Science, China), Xiaobo Guo (Institute of Information Engineering, Chinese Academy of Science, China), Xin Wang (Institute of Information Engineering, Chinese Academy of Science, China) and Daren Zha (Institute of Information Engineering, Chinese Academy of Science, China) |
| Temporal Distance-aware Subgoal Generation for Offline Hierarchical Reinforcement Learning | Taegeon Park (Sungkyunkwan University, South Korea), Seungho Baek (Sungkyunkwan University, South Korea), Jongchan Park (Sungkyunkwan University, South Korea), Seungjun Oh (Sungkyunkwan University, South Korea) and Yusung Kim (Sungkyunkwan University, South Korea) |
| GCLS$^2$: Towards Efficient Community Detection Using Graph Contrastive Learning with Structure Semantics | Qi Wen (East China Normal University, China), Yiyang Zhang (East China Normal University, China), Yutong Ye (East China Normal University, China), Yingbo Zhou (East China Normal University, China), Nan Zhang (East China Normal University, China), Xiang Lian (Kent State University, United States) and Mingsong Chen (East China Normal University, China) |
| Multimodal Sentiment Analysis with Multi-Perspective Thinking via Large Multimodal Models | Juhao Ma (College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, China), Shuai Xu (Nanjing University of Aeronautics and Astronautics, China), Yicong Li (Nanjing University of Aeronautics and Astronautics, China) and Xiaoming Fu (University of Goettingen, Germany) |
| FedGC: Contrastive-enhanced Subgraph Federated Learning with Grouping Pseudo-Label | Keao Xi (Tianjin University, China), Nannan Wu (Tianjin University, China), Yiming Zhao (Tianjin University, China) and Wenjun Wang (Tianjin University, China) |
| Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes | Zhaoyan Wang (Korea Advanced Institute of Science and Technology, South Korea), Xiangchi Song (School of Computing, Korea Advanced Institute of Science and Technology, South Korea) and In-Young Ko (School of Computing, Korea Advanced Institute of Science and Technology, South Korea) |
| DO: An Efficient Deep Reinforcement Learning Approach for Optimal Route with Collective Spatial Keywords | Jiajia Li (Shenyang Aerospace University, China), Jiming Dong (Shenyang Aerospace University, China), Lei Li (The Hong Kong University of Science and Technology(Guang Zhou), China), Yu Yang (The Education University of Hong Kong, Hong Kong), Xin Wang (Tianjin University, China) and Mengxuan Zhang (The Australian National University, Australia) |
| Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain Recommendation | Zhutian Lin (Tsinghua University, China), Junwei Pan (Tencent, China), Haibin Yu (Tencent, China), Xi Xiao (Tsinghua University, China), Ximei Wang (Tencent, China), Zhixiang Feng (Tencent, China), Shifeng Wen (Tencent, China), Shudong Huang (Tencent, China), Dapeng Liu (Tencent, China) and Lei Xiao (Tencent, China) |
| GFlowNet with Gradient-based Optimization for Bayesian Network Structure Learning | Zhu Yang (Yunnan University, China), Kun Yue (Yunnan University, China), Qi Zhiwei (Yunnan University, China), Liang Duan (Yunnan University, China) and Jianyu Li (Yunnan University, China) |
| Unsupervised Adversarial Contrastive Hashing for Cross-Modal Retrieval | Guohui Ding (Shenyang Aerospace University, China), Zhonghua Li (Shenyang Aerospace University, China), Rui Zhou (Swinburne University of Technology, Australia) and Qian Gao (Qilu University of Technology(Shandong Academy of Sciences), China) |
| CS-Agent: LLM-based Community Search via Dual-agent Collaboration | Jiahao Hua (Nanjing University of Science and Technology, China), Long Yuan (Nanjing University of Science and Technology, China), Qingshuai Feng (Great Bay University, China), Qiang Fang (National University of Defense Technology, China) and Shan Huang (The Sixty-third Research Institute, National University of Defense Technology, China) |
| Maximum In-Support Return Modeling for Dynamic Recommendation with Language Model Prior | Xiaocong Chen (CSIRO, Australia), Siyu Wang (Macquarie University, Australia) and Lina Yao (CSIRO and The University of New South Wales, Australia) |
| Gravity-GNN: Deep Reinforcement Learning Guided Space Gravity-based Graph Neural Network | Huaming Wu (Tianjin University, China), Lei Tian (Tianjin University, China), Chaogang Tang (China University of Mining and Technology, China), Pengfei Jiao (Hangzhou Dianzi University, China), Minxian Xu (Chinese Academy of Sciences, China) and Huijun Tang (Durham University, United Kingdom) |
| FedGVD: Efficient Federated Graph Learning via Unidirectional Distillation with Dynamic Virtual Nodes | Zhehao Dai (College of Computer Science and Technology, Zhejiang University of Technology, China), Guojiang Shen (College of Computer Science and Technology, Zhejiang University of Technology, China), Yuyue Hu (College of Computer Science and Technology, Zhejiang University of Technology, China), Jiaxin Du (College of Computer Science and Technology, Zhejiang University of Technology, China), Xiao Han (College of Computer Science and Technology, Zhejiang University of Technology, China) and Xiangjie Kong (College of Computer Science and Technology, Zhejiang University of Technology, China) |
| Decoupling Feature Entanglement for Personalized Federated Learning via Neural Collapse | Haizhou Du (Shanghai University of Electric Power, China) and Pengfei Li (Shanghai University of Electric Power, China) |
| Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study | Shuo Yu (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China, China), Mingyue Cheng (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China, China), Qi Liu (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China, China), Daoyu Wang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China, China), Jiqian Yang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China, China), Jie Ouyang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China, China), Yucong Luo (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China, China), Chenyi Lei (Kuaishou Technology, Beijing, China, China) and Enhong Chen (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, China, China) |
| FROG: Fair Removal on Graph | Ziheng Chen (Walmart Global Tech, United States), Jiali Cheng (University of Massachusetts Lowell, United States), Hadi Amiri (University of Massachusetts Lowell, United States), Kaushiki Nag (Walmart Global Tech, United States), Lu Lin (Pennsylvania State University, United States), Sijia Liu (Michigan State University, United States), Gabriele Tolomei (Sapienza University of Rome, Italy) and Xiangguo Sun (The Chinese University of Hong Kong, Hong Kong) |
| NR-GCF: Graph Collaborative Filtering with Improved Noise Resistance | Yijun Chen (nanjing university of aeronautics and astronautics, China), Bohan Li (nanjing university of aeronautics and astronautics, China), Yicong Li (nanjing university of aeronautics and astronautics, China), Lixiang Song (East China Institute, China), Haofen Wang (Tongji University, China), Wenlong Wu (nanjing university of aeronautics and astronautics, China), Junnan Zhuo (nanjing university of aeronautics and astronautics, China) and Hongzhi Yin (The University of Queensland, Australia) |
| Robust Heterogeneous GNNs via Semantic Attention and Contrastive Learning | Chongjie Zhao (Guangxi Normal University, China), Jinyan Wang (Guangxi Normal University, China), Linlin Su (Guangxi Normal University, China), Zeming Gan (Guangxi Normal University, China) and Ziyang Zhou (Guangxi Normal University, China) |
| MFAE: Multimodal Feature Adaptive Enhancement for Fake News Video Detection | Wenhao Wang (Northwestern Polytechnical University, China), Mingxin Li (Northwestern Polytechnical University, China), Jiao Qiao (Northwestern Polytechnical University, China), Haotong Du (Northwestern Polytechnical University, China), Xianghua Li (Northwestern Polytechnical University, China), Chao Gao (Northwestern Polytechnical University, China) and Zhen Wang (Northwestern Polytechnical University, China) |
| FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection | Minji Heo (SungKyunKwan University, South Korea) and Simon Woo (Sungkyunkwan University, United States) |
| Local Structure-Adaptive Graph Filtering for Collaborative Filtering | Yijun Sheng (University of Macau, Macao), Ximing Chen (University of Macau, Macao), Yanyan Liu (Um, Macao), Pui Ieng Lei (University of Macau, Macao) and Zhiguo Gong (University of Macau, Macao) |
| Linking Ordered and Orderless Modeling for Sequential Recommendation | Sijia Li (Chongqing University, China), Min Gao (Chongqing University, China), Zongwei Wang (Chongqing University, China), Yibing Bai (Chongqing University, China) and Wuhan Chen (Chongqing University, China) |
| WDformer: A Wavelet-Based Differential Transformer Model for Time Series Forecasting | Xiaojian Wang (Zhejiang Normal University, China), Chaoli Zhang (Zhejiang Normal University, China), Zhonglong Zheng (Zhejiang Normal University, China) and Yunliang Jiang (Zhejiang Normal University, China) |
| Ensemble Pruning via Graph Neural Networks | Yuanke Li (Huazhong University of Science and Technology, China), Yiyang Liu (Huazhong University of Science and Technology, China), Dongmian Zou (Duke Kunshan University, China) and Hongfei Wang (Huazhong University of Science and Technology, China) |
| Yes is Harder than No: A Behavioral Study of Framing Effects in Large Language Models Across Downstream Tasks | Ziheng Zhang (Laboratory for Big Data and Decision, National University of Defense Technology, China, China), Weixin Zeng (Laboratory for Big Data and Decision, National University of Defense Technology, China, China), Jiuyang Tang (Laboratory for Big Data and Decision, National University of Defense Technology, China, China), Ji Wang (Laboratory for Big Data and Decision, National University of Defense Technology, China, China) and Xiang Zhao (Laboratory for Big Data and Decision, National University of Defense Technology, China, China) |
| Learning Global-Local Multi-Scale Node Embeddings with Random Walks and Landmark-Guided Optimization | Ali Assi (Rochester Institute of Technology, United Arab Emirates), Karabadji Nour Elislem (ENSTI ANNABA, Algeria), Mohamed Elati (University of Lille, France) and Wajdi Dhifli (University of Lille, France) |
| Full-Atom Protein-Protein Interaction Prediction via Atomic Equivariant Attention Network | Chunchen Wang (Beijing University of Posts and Telecommunications, China), Cheng Yang (Beijing University of Posts and Telecommunications, China), Wenchuan Yang (National University of Defense Technology, China), Le Song (Mohamed bin Zayed University of Artificial Intelligence, China) and Chuan Shi (Beijing University of Posts and Telecommunications, China) |
| Reverse Chain-of-Thought and Causal Path Verification: A Modular Plugin for Aligning LLMs with Knowledge Graphs | Dezhuang Miao (Beihang University, China), Yibin Du (Beihang University, China), Xiang Li (Beihang University, China), Xiaoming Zhang (Beihang University, China), Jiahe Li (Beihang University, China), Bo Zhang (Nanjing Normal University, China), Bingyu Yan (Beihang University, China), Lian Zhang (Beihang University, China) and Litian Zhang (Beihang University, China) |
| Fast Outlier Detection in Oblique Subspaces | Bowen Li (Florida State University, United States), Charu Aggarwal (IBM T. J. Watson Research Center, United States) and Peixiang Zhao (Florida State University, United States) |
| Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented Generation | Yiruo Cheng (Gaoling School of Artificial Intelligence, Renmin University of China, China), Hongjin Qian (Beijing Academy of Artificial Intelligence, China), Fengran Mo (University of Montreal, Canada), Yongkang Wu (Huawei Poisson Lab, China), Zhonghua Li (Huawei Poisson Lab, China), Qi Ye (Huawei Poisson Lab, China), Ji-Rong Wen (Gaoling School of Artificial Intelligence, Renmin University of China, China) and Zhicheng Dou (Gaoling School of Artificial Intelligence, Renmin University of China, China) |
| Enhancing Dual-Target Cross-Domain Recommendation via Similar User Bridging | Qi Zhou (Xi'an Jiaotong university, China), Xi Chen (University of Science and Technology of China, China), Chuyu Fang (Baidu, China, China), Jianji Wang (College of AI, Xi'an Jiaotong University, China), Chuan Qin (Computer Network Information Center, Chinese Academy of Sciences, China, China) and Fuzhen Zhuang (Institute of Artificial Intelligence, Beihang University, China) |
| TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations | Zheng Zhang (Emory University, United States), Yuntong Hu (Emory University, United States), Bo Pan (Emory University, United States), Chen Ling (chen.ling@emory.edu, United States) and Liang Zhao (Emory University, United States) |
| Federated Approximate Query Processing Based on Deep Models | Yutong Xie (Soochow University, China), Qingzhi Ma (Soochow University, China), Lei Zhao (Soochow University, China) and An Liu (Soochow University, China) |
| Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge | Heegyu Kim (Ajou University, South Korea), Taeyang Jeon (Ajou University, South Korea), Seungtaek Choi (Trillion Labs, South Korea), Ji Hoon Hong (Ajou University, South Korea), Dong Won Jeon (Ajou University, South Korea), Ga-Yeon Baek (Hanyang University, South Korea), Gyeong-Won Kwak (Hanyang University, South Korea), Dong-Hee Lee (Hanyang University, South Korea), Jisu Bae (Hanyang University, South Korea), Chihoon Lee (Hanyang University, South Korea), Yunseo Kim (Hanyang University, South Korea), Seon-Jin Choi (Hanyang University, South Korea), Jin-Seong Park (Hanyang University, South Korea), Sung Beom Cho (Ajou University, South Korea) and Hyunsouk Cho (Ajou University, South Korea) |
| AdaPatch: Adaptive Patch-Level Modeling for Non-Stationary Time Series Forecasting | Kun Liu (East China Normal University, China), Zhongjie Duan (East China Normal University, China), Cen Chen (East China Normal University, China), Yanhao Wang (East China Normal University, China), Dawei Cheng (Tongji University, China) and Yuqi Liang (Seek Data Group, Emoney Inc., China) |
| FAIR-SE: Framework for Analyzing Information Disparities in Search Engines with Diverse LLM-Generated Personas | Jaebeom You (Seoul National University of Science and Technology, South Korea), Seung-Kyu Hong (Seoul National University of Science and Technology, South Korea), Ling Liu (Georgia Institute of Technology, United States), Kisung Lee (Louisiana State University, United States) and Hyuk-Yoon Kwon (Seoul National University of Science and Technology, South Korea) |
| Online activation Value-aware Clustering and Aggregation for faithful argumentative explanations | Ungsik Kim (Gyeongsang National University, South Korea), Jiho Bae (Gyeongsang National University, South Korea), Sang-Min Choi (Gyeongsang National University, South Korea) and Suwon Lee (Gyeongsang National University, South Korea) |
| Out-of-Source Logs Prevail! A Prior-Free LLM Parser for Unknown System Logs | Chengyu Song (Institute of Systems Engineering, AMS, China), Lin Yang (Institute of Systems Engineering, AMS, China), Jianming Zheng (Laboratory for Advanced Computing and Intelligence Engineering, China), Jinzhi Liao (National University of Defense Technology, China), Feng Yang (Institute of Systems Engineering, AMS, China), Linru Ma (Institute of Systems Engineering, AMS, China) and Fei Cai (National University of Defense Technology, China) |
| Learnable Orthogonal Decomposition for Non-Regressive Prediction for PDE | Yun Young Choi (SolverX, South Korea), Kyujin Han (SolverX, South Korea), Joohwan Ko (University of Massachusetts Amherst, South Korea), Sangwook Baek (SolverX, South Korea) and Seunghwan Lee (SolverX, South Korea) |
| Geometric Heterogeneous Graph Neural Network for Protein-Ligand Binding Affinity Prediction | Feng Huang (College of Informatics, Huazhong Agricultural University, China), Yuhang Xia (College of Informatics, Huazhong Agricultural University, China), Ziyan Wang (College of Informatics, Huazhong Agricultural University, China), Liuqing Yang (College of Informatics, Huazhong Agricultural University, China) and Wen Zhang (College of Informatics, Huazhong Agricultural University, China) |
| Hearable Image: On-Device Image-Driven Sound Effect Generation for Hearing What You See | Deokjun Eom (Samsung Electronics, South Korea), Nahyun Kim (Samsung Electronics, South Korea), Woohyun Nam (Samsung Electronics, South Korea), Kyungrae Kim (Samsung Electronics, South Korea), Chaebin Im (Samsung Electronics, South Korea) and Jungwon Park (Samsung Electronics, South Korea) |
| Distribution-Guided Auto-Encoder for User Multimodal Interest Cross Fusion | Moyu Zhang (Lazada Group, China), Yongxiang Tang (Unaffiliated, China), Yujun Jin (Lazada Group, China), Jinxin Hu (Lazada Group, China) and Yu Zhang (Lazada Group, China) |
| HyperGenFL: Hypernetwork-Generated Model Aggregation in Federated Learning | Jerry Chen (University of Alberta, Canada), Qikai Lu (University of Alberta, Canada), Ruiqing Tian (University of Alberta, Canada), Di Niu (University of Alberta, Canada) and Baochun Li (University of Toronto, Canada) |
| LangPTune: Optimizing Language-based User Profiles for Recommendation | Zhaolin Gao (Cornell University, United States), Joyce Zhou (Cornell University, United States), Yijia Dai (Cornell University, United States) and Thorsten Joachims (Cornell University, United States) |
| Understanding the Embedding Models on Hyper-relational Knowledge Graph | Yubo Wang (HKUST, Hong Kong), Shimin Di (Southeast University, China), Zhili Wang (HKUST, Hong Kong), Haoyang Li (The Hong Kong Polytechnic University, Hong Kong), Fei Teng (HKUST, Hong Kong), Hao Xin (Tencent, China) and Lei Chen (HKUST & HKUST(GZ), China) |
| GRLND: A Graph Reinforcement Learning Framework for Network Dismantling | Hongbo Qu (Nanjing University of Posts and Telecommunications, China), Xu Wang (University of Technology Sydney, Australia), Yu-Rong Song (Nanjing University of Posts and Telecommunications, China), Wei Ni (University of Technology Sydney, Australia), Guo-Ping Jiang (Nanjing University of Posts and Telecommunications, China) and Quan Z. Sheng (Macquarie University, Australia) |
| Parameter-Efficient Transfer Learning for EEG Foundation Models via Task-Relevant Feature Focusing | Jaehyun Jeon (Korea University, South Korea), Seungwoo Jeong (Korea University, South Korea), Yeajin Shon (Korea University, South Korea) and Heung-Il Suk (Korea University, South Korea) |
| Community-Aware Social Community Recommendation | Runhao Jiang (Hong Kong Baptist University, Hong Kong), Renchi Yang (Hong Kong Baptist University, Hong Kong) and Wenqing Lin (JD.com, China) |
| Contextual Representation Anchor Network for Mitigating Selection Bias in Few-Shot Drug Discovery | Ruifeng Li (Zhejiang University, China), Wei Liu (Shanghai Jiao Tong University, China), Xiangxin Zhou (University of Chinese Academy of Sciences, China), Mingqian Li (Zhejiang Lab, China), Qiang Zhang (Zhejiang University, China), Hongyang Chen (Zhejiang Lab, China) and Xuemin Lin (Shanghai Jiao Tong University, China) |
| Interactive Text-to-Visualization: Refining Visualization Outputs Through Natural Language User Feedback | Xubang Xiong (The Hong Kong University of Science and Technology, Hong Kong), Raymond Chi-Wing Wong (The Hong Kong University of Science and Technology, Hong Kong) and Yuanfeng Song (ByteDance Inc, China) |
| CHEM: Causally and Hierarchically Explaining Molecules | Gyeongdong Woo (University of Seoul, South Korea), Soyoung Cho (University of Seoul, South Korea), Donghyeon Kim (University of Seoul, South Korea), Kimoon Na (University of Seoul, South Korea), Changhyun Kim (University of Seoul, South Korea), Jinhee Choi (University of Seoul, South Korea) and Jong-June Jeon (University of Seoul, South Korea) |
| Addressing Personalized Bias for Unbiased Learning to Rank | Zechun Niu (Renmin University of China, China), Lang Mei (Renmin University of China, China), Liu Yang (Renmin University of China, China), Ziyuan Zhao (Search Algorithm Group, WeChat, Tencent, China, China), Qiang Yan (Search Algorithm Group, WeChat, Tencent, China, China), Jiaxin Mao (Renmin University of China, China) and Ji-Rong Wen (Renmin University of China, China) |
| SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender Systems | Pengyue Jia (City University of Hong Kong, Hong Kong), Zhaocheng Du (Huawei Noah's Ark Lab, China), Yichao Wang (Huawei Technologies Co Ltd, China), Xiangyu Zhao (City University of Hong Kong, Hong Kong), Xiaopeng Li (City University of HongKong, Hong Kong), Yuhao Wang (City University of Hong Kong, Hong Kong), Qidong Liu (Xi'an Jiaotong University, City University of Hong Kong, China), Huifeng Guo (Noah’s Ark Lab, Huawei, China) and Ruiming Tang (Huawei Noah's Ark Lab, China) |
| Efficient Knowledge Graph Unlearning with Zeroth-order Information | Yang Xiao (University of Tulsa, China), Ruimeng Ye (University of Tulsa, United States), Bohan Liu (Carnegie Mellon University, China), Xiaolong Ma (Clemson University, United States) and Hui Bo (University of Tulsa, United States) |
| Strong Forgetting for ALCQ-Ontologies | Sen Wang (Nanjing University, China) and Yizheng Zhao (Nanjing University, China) |
| ProtoEHR: Hierarchical Prototype Learning for EHR-based Healthcare Predictions | Zi Cai (University of Cambridge, United Kingdom), Yu Liu (Univeristy of Oxford, United Kingdom), Zhiyao Luo (Univeristy of Oxford, United Kingdom) and Tingting Zhu (Univeristy of Oxford, United Kingdom) |
| A Comparative Analysis of Linguistic and Retrieval Diversity in LLM-Generated Search Queries | Oleg Zendel (RMIT University, Australia), Sara Fahad Dawood Al Lawati (RMIT University, Australia), Lida Rashidi (RMIT University, Australia), Falk Scholer (RMIT University, Australia) and Mark Sanderson (RMIT University, Australia) |
| HGAurban: Heterogeneous Graph Autoencoding for Urban Spatial-Temporal Learning | Qianru Zhang (The University of Hong Kong, Hong Kong), Xinyi Gao (The University of Queensland, Hong Kong), Haixin Wang (UCLA, United States), Dong Huang (The University of Hong Kong, Hong Kong), Siu-Ming Yiu (The University of Hong Kong, Hong Kong) and Hongzhi Yin (The University of Queensland, Australia) |
| Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation | Bowen Zheng (Renmin University of China, China), Xiaolei Wang (Renmin University of China, China), Enze Liu (Renmin University of China, China), Xi Wang (Beijing Institute of Technology, China), Lu Hongyu (WeChat, Tencent, China), Yu Chen (WeChat, Tencent, China), Wayne Xin Zhao (Renmin University of China, School of Information, China) and Ji-Rong Wen (Renmin University of China, China) |
| Incremental Learning for LLM-based Tokenization and Recommendation | Haihan Shi (University of Science and Technology of China, China), Xinyu Lin (National University of Singapore, Singapore), Wenjie Wang (University of Science and Technology of China, China), Wentao Shi (University of Science and Technology of China, China), Junwei Pan (Tencent, China), Jie Jiang (Tencent, China) and Fuli Feng (University of Science and Technology of China, China) |
| Multimodal Sentiment Analysis via Progressive Fusion of Audio-Visual Affective Descriptions | Lisong Ou (Guangxi Normal University, China) and Zhixin Li (Guangxi Normal University, China) |
| DebiasedKGE: Towards Mitigating Spurious Forgetting in Continual Knowledge Graph Embedding | Junlin Zhu (University of Electronic Science and Technology of China, China), Bo Fu (University of Electronic Science and Technology of China, China) and Guiduo Duan (University of Electronic Science and Technology of China, China) |
| Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation | Mohsen Nayebi Kerdabadi (The University of Kansas, United States), Arya Hadizadeh Moghaddam (The University of Kansas, United States), Dongjie Wang (The University of Kansas, United States) and Zijun Yao (The University of Kansas, United States) |
| Querier-Aware LLM: Generating Personalized Responses to the Same Query from Different Queriers | Hang Zeng (Shanghai Jiao Tong University, China), Chaoyue Niu (Shanghai Jiao Tong University, China), Fan Wu (Shanghai Jiao Tong University, China), Chengfei Lv (Alibaba Group, China) and Guihai Chen (Shanghai Jiao Tong University, China) |
| Efficient Multimodal Streaming Recommendation via Expandable Side Mixture-of-Experts | Yunke Qu (The University of Queensland, Australia), Liang Qu (Edith Cowan University, Australia), Tong Chen (The University of Queensland, Australia), Quoc Viet Hung Nguyen (Griffith University, Australia) and Hongzhi Yin (The University of Queensland, Australia) |
| StepTool: Enhancing Multi-Step Tool Usage in LLMs via Step-Grained Reinforcement Learning | Yuanqing Yu (Tsinghua University, China), Zhefan Wang (Tsinghua University, China), Weizhi Ma (Tsinghua University, China), Shuai Wang (Huawei Noah’s Ark Lab, China), Chuhan Wu (Huawei Noah’s Ark Lab, China), Zhiqiang Guo (Tsinghua University, China) and Min Zhang (Tsinghua University, China) |
| CCAgent: Coordinating Collaborative Data Scaling for Operating System Agents via Web3 | Liang Chen (Peking University, China), Haozhe Zhao (Peking University, China), Yinzhen Huang (BUAA, China), Yang Luo (BUAA, China), Tsekai Lin (University of Toronto, Canada), Weichu Xie (Beijing Institute of Technology, China), Ruoyu Wu (Peking University, China), Peiyi Wang (Peking University, China), Runxin Xu (DeepSeek AI, China), Ming Wu (Zero Gravity Labs, United States) and Baobao Chang (Peking University, China) |
| SUMMA: A Multimodal Large Language Model for Advertisement Summarization | Weitao Jia (ByteDance, China), Shuo Yin (ByteDance, China), Zhoufutu Wen (ByteDance, China), Han Wang (ByteDance, China), Zehui Dai (ByteDance, China), Kun Zhang (ByteDance, China), Zhenyu Li (ByteDance, China), Tao Zeng (ByteDance, China) and Xiaohui Lv (ByteDance, China) |
| SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting | Xiongxiao Xu (Illinois Institute of Technology, United States), Canyu Chen (Illinois Institute of Technology, United States), Yueqing Liang (Illinois Institute of Technology, United States), Baixiang Huang (Emory University, United States), Guangji Bai (Emory University, United States), Liang Zhao (Emory University, United States) and Kai Shu (Emory University, United States) |
| Target Item-oriented Conditional Diffusion Differential Transformer for Next-Item Prediction | Xiaoqing Chen (Shenzhen University, China), Zitao Xu (Shenzhen University, China), Weike Pan (Shenzhen University, China) and Zhong Ming (Shenzhen Technology University, China) |
| Continuous Data Augmentation via Condition-Tokenized Diffusion Transformer for Sequential Recommendation | Chenglong Shi (Southeast University, China), Haosen Wang (Southeast University, China) and Pan Tang (Southeast University, China) |
| FuzSearch: Towards Efficient Multi-user Encrypted Fuzzy Search for Outsourced Data Privacy-Preserving Management | Xue Chen (The University of Hong Kong, Hong Kong), Shiyuan Xu (The University of Hong Kong, Hong Kong), Fangda Guo (Institute of Computing Technology, Chinese Academy of Sciences, China), Jing Wang (School of Artificial Intelligence, Beijing Normal University, China), Yu Guo (School of Artificial Intelligence, Beijing Normal University, China) and Siu-Ming Yiu (The University of Hong Kong, Hong Kong) |
| Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation | Claudio Pomo (Politecnico di Bari, Italy), Matteo Attimonelli (Politecnico di Bari, Italy), Danilo Danese (Politecnico di Bari, Italy), Fedelucio Narducci (Politecnico di Bari, Italy) and Tommaso Di Noia (Politecnico di Bari, Italy) |
| Spatio-Temporal Wavelet Enhanced Attention Mamba for Stock Price Forecasting | Shurui Wang (Peking University, China), Wenbo Yan (Peking University, China) and Ying Tan (Peking University, China) |
| Bridging Thoughts and Words: Graph-Based Intent-Semantic Joint Learning for Fake News Detection | Zhengjia Wang (Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China), Qiang Sheng (Institute of Computing Technology, Chinese Academy of Sciences, China), Danding Wang (Institute of Computing Technology, Chinese Academy of Sciences, China), Beizhe Hu (Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China) and Juan Cao (Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China) |
| FollowGPT: A Framework of Follow-up Question Generation for Large Language Models via Conversation Log Mining | Ziliang Zhao (Renmin University of China, China), Shiren Song (Renmin University of China, China) and Zhicheng Dou (Renmin University of China, China) |
| BrainX: A Universal Brain Decoding Framework with Feature Disentanglement and Neuro-Geometric Representation Learning | Zheng Cui (NUAA, China), Dong Nie (UNC, United States), Pengcheng Xue (NUAA, China), Xia Wu (School of Computer Science and Technology, Beijing Institute of Technology, China), Daoqiang Zhang (NUAA, China) and Xuyun Wen (NUAA, China) |
| Spatio-Temporal Forecasting under Open-World Missingness with Adaptive Mixture-of-Experts | Chenyu Wu (College of Information Science and Technology,Southwest Jiaotong University, China), Zhipeng Ma (Southwest Jiaotong University, China), Junbo Zhang (JD iCity, JD Technology & JD Intelligent Cities Research, China), Songyu Ke (College of Computer and Data Science, Fuzhou University, China) and Yu Zheng (JD iCity, JD Technology & JD Intelligent Cities Research, China) |
| Generalizing Query Performance Prediction under Retriever and Concept Shifts via Data-driven Correction | Jaehwan Jung (University of Seoul, South Korea) and Jong-June Jeon (University of Seoul, South Korea) |
| As Good as It KAN Get: High-Fidelity Audio Representation | Patryk Marszałek (Jagiellonian University, Poland), Maciej Rut (Jagiellonian University, Poland), Piotr Kawa (Wrocław University of Science and Technology, Poland), Przemysław Spurek (Jagiellonian University, Poland) and Piotr Syga (Wroclaw University of Science and Technology, Poland) |
| Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models | Hongtao Huang (University of New South Wales, Australia), Xiaojun Chang (University of Technology Sydney, Australia) and Lina Yao (CSIRO’s Data 61 and UNSW, Australia) |
| QGCMA: A Framework for Knowledge-Based Visual Question Answering | Wei Li (Guangxi Normal University, China) and Zhixin Li (Guangxi Normal University, China) |
| Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing | Dongliang Guo (University of Virginia, United States), Mengxuan Hu (University of Virginia, United States), Zihan Guan (University of Virginia, United States), Junfeng Guo (University of Maryland, United States), Thomas Hartvigsen (University of Virginia, United States) and Sheng Li (University of Virginia, United States) |
| StreamingRT: Stream KNN Join with Ray Tracing Core | Shixi Yang (Fudan University, China), Kai Zhang (Fudan University, China), Zhigang Zhao (Shandong Computer Science Center, China), Chunxiao Wang (Shandong Computer Science Center, China), Zhenying He (Fudan University, China), Yinan Jing (Fudan University, China) and X. Sean Wang (Fudan University, China) |
| TLCCSP: A Scalable Framework for Enhancing Time Series Forecasting with Time-Lagged Cross-Correlations | Jianfei Wu (Beijing Normal University, China), Wenmian Yang (Beijing Normal University, China), Bingning Liu (Beijing Normal University, China) and Weijia Jia (Beijing Normal University, China) |
| CAGCL: A Community-Aware Graph Contrastive Learning Model for Social Bot Detection | Kaihang Wei (Northwestern Polytechnical University, China), Min Teng (Northwestern Polytechnical University, China), Haotong Du (Northwestern Polytechnical University, China), Songxin Wang (Shanghai University of Finance and Economics, China), Jinhe Zhao (Northwestern Polytechnical University, China) and Chao Gao (Northwestern Polytechnical University, China) |
| Mixture of Semantic and Spatial Experts for Explainable Traffic Prediction | Yang Hu (Guizhou University, China), Shaobo Li (Guizhou University, China), Dawen Xia (Kaili University, China), Zhiheng Zhou (Guizhou University, China), Wenyong Zhang (Guizhou Minzu University, China), Huaqing Li (Southwest University, China), Xingxing Zhang (Guizhou University, China) and Senzhang Wang (Central South University, China) |
| DYCOR: Capturing Hidden Stock Relationships for Stock Trend Prediction | Kangmin Choi (Hanyang University, South Korea), Geon Shin (Hanyang University, South Korea), Jungwoo Yang (Seoul National University, South Korea) and Hyunjoon Kim (Hanyang University, South Korea) |
| KUG: Joint Enhancement of Internal and External Knowledge for Retrieval-Augmented Generation | Mingyang Li (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China), Shisong Chen (Shanghai Institute of Artificial Intelligence for Education, East China Normal University, China), Shengkun Tu (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China), Ziyi Du (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China), Jinghao Zhang (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China), Zhixu Li (1. School of Information, Renmin University of China 2. School of Smart Governance, Renmin University of China, China) and Yanghua Xiao (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China) |
| SpeedSteiner: A Fast O(k^{1/2})-Approximation Algorithm for Directed Steiner Tree | Guangyi Zhang (Shenzhen Technology University, China), Nikolaj Tatti (University of Helsinki, Finland) and Aristides Gionis (KTH Royal Institute of Technology, Sweden) |
| KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs | Lorenzo Vaiani (Politecnico di Torino, Italy), Yihao Ding (The University of Sydney, Australia), Luca Cagliero (Politecnico di Torino, Italy), Jean Lee (The University of Sydney, Australia), Paolo Garza (Politecnico di Torino, Italy), Josiah Poon (The University of Sydney, Australia) and Caren Han (The University of Melbourne, Australia) |
| Efficient Knowledge Transfer from Large to Small Language Models via Low-Overhead Query Mechanism | Faizan Ahemad (Amazon India, India) |
| Addressing the Distortion of Community Representations in Anomaly Detection on Attributed Networks | Enbo He (College of Computer Science and Technology, Harbin Engineering University, China), Yitong Hao (College of Computer Science and Technology, Harbin Engineering University, China), Yue Zhang (College of Computer Science and Technology, Harbin Engineering University, China), Guisheng Yin (College of Computer Science and Technology, Harbin Engineering University, China) and Lina Yao (CSIRO and The University of New South Wales, Australia) |
| ConsensNet: A Unified Consensus-Centric Framework for Incomplete Multi-View Clustering | Yifei Chen (South China University of Technology, China), Xiaolin Xiao (South China Normal University, China) and Yue-Jiao Gong (South China University of Technology, China) |
| FunLoc: A Novel Function-level Bug Localization Framework Enhanced by Contrastive and Active Learning Strategies | Ziye Zhu (School of Computer Science, Nanjing University of Posts and Telecommunications, China), Liangliang Peng (School of Computer Science, Nanjing University of Posts and Telecommunications, China), Yu Wang (School of Science, China Pharmaceutical University, China), Yun Li (School of Computer Science, Nanjing University of Posts and Telecommunications, China) and Long Xianzhong (School of Computer Science, Nanjing University of Posts and Telecommunications, China) |
| InstANNS: Scalable Approximate Nearest Neighbor Search via Cost-Efficient In-Storage Processing | Bonggeun Sim (Seoul National University, South Korea), Yushin Kim (Seoul National University, South Korea), Minseo Kim (Seoul National University, South Korea), Yeonhong Park (Seoul National University, South Korea) and Jae W. Lee (Seoul National University, South Korea) |
| GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised Learning | Yu Song (Michigan State University, United States), Zhigang Hua (Meta, United States), Yan Xie (Meta, United States), Jingzhe Liu (Michigan State University, United States), Bo Long (Meta, United States) and Hui Liu (Michigan State University, United States) |
| Hyperspherical Dynamic Multi-Prototype with Arguments Dependencies and Role Consistency for Event Argument Extraction | Xiaojia Huang (Tianjin University, China), Ruifang He (Tianjin University, China), Fei Huang (Tianjin University, China), Bo Wang (Tianjin University, China), Sen Yao (Tianjin University, China) and Xiaohong Li (Tianjin University, China) |
| High-Context Empathy in Conversations for Large Language Models | Yuyan Chen (Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, China), Lei Xia (College of Design and Innovation, Tongji University, China), Jinghan Cao (San Francisco State University, United States), Zhendong Hou (University of California, Los Angeles, United States), Weinan Dai (Zhejiang university, China) and Zhixu Li (School of Information, Renmin University of China, China) |
| TimeRAG: Enhancing Complex Temporal Reasoning with Search Engine Augmentation | Zhao Wang (Gaoling School of Artificial Intelligence, Renmin University of China, China), Ziliang Zhao (Gaoling School of Artificial Intelligence, Renmin University of China, China) and Zhicheng Dou (Gaoling School of Artificial Intelligence, Renmin University of China, China) |
| Urban In-context Learning: A New Paradigm for Urban Indicator Prediction | Zerong Deng (Beihang University, China), Liangze Han (Beihang University, China), Tongyu Zhu (Beihang University, China), Ziqi Miao (Beihang University, China), Yi Xu (Beihang University, China) and Leilei Sun (Beihang University, China) |
| Empowering Denoising Sequential Recommendation with Large Language Model Embeddings | Tongzhou Wu (City University of Hong Kong, Hong Kong), Yuhao Wang (City University of Hong Kong, Hong Kong), Maolin Wang (City University of Hong Kong, Hong Kong), Chi Zhang (Harbin Engineering University, China) and Xiangyu Zhao (City University of Hong Kong, Hong Kong) |
| A Hierarchical Structure-Enhanced Personalized Recommendation Model for Traditional Chinese Medicine Formulas Based on KG Diffusion Guidance | Chaobo Zhang (Heilongjiang University, China) and Long Tan (Heilongjiang University, China) |
| Exploring the Limits of Text-Based Collaborative Filtering Using LLMs: Discoveries and Insights | Ruyu Li (Westlake University, China), Wenhao Deng (Westlake University, China), Yu Cheng (Westlake University, China), Zheng Yuan (Westlake University, China), Jiaqi Zhang (Westlake University, China) and Fajie Yuan (Westlake University, China) |
| ESED: Emotion-Specific Evidence Decomposition for Uncertainty-Aware Multimodal Emotion Recognition in Conversation | Zechang Xiong (Beijing Jiaotong University, China), Zhenyan Ji (Beijing Jiaotong University, China), Wenkang Kong (Beijing Jiaotong University, China), Jiuqian Dai (Beijing Jiaotong University, China) and Shen Yin (Norwegian University of Science and Technology, Norway) |
| TCPN: Temporal Pyramidal Recurrent Network with Contrastive Learning for Temporal Knowledge Graph Reasoning | Liu Yang (Central South University, China), Zixuan Luo (Central South University, China), Tingxuan Chen (Central South University, China), Zidong Wang (Central South University, China) and Limin Liu (Central South University, China) |
| Decoder-only Pre-training Enhancement for Spatio-temporal Traffic Forecasting | Tao Yu (Hikvision Research Institute, China), Junhong Wan (Hikvision Research Institute, China), Yao Fu (Hikvision Research Institute, China), Weihao Jiang (Hikvision Research Institute, China) and Jiang Zhu (Hikvision Research Institute, China) |
