| 2025 | Personalized Federated Recommendation for Cold-Start Users via Adaptive Knowledge Fusion. | Yichen Li, Yijing Shan, Yi Liu, Haozhao Wang, Wei Wang, Yi Wang, Ruixuan Li |
| 2025 | Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism. | Jun Yin, Zhengxin Zeng, Mingzheng Li, Hao Yan, Chaozhuo Li, Weihao Han, Jianjin Zhang, Ruochen Liu, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Shirui Pan, Senzhang Wang |
| 2025 | The Workshop of Artificial Intelligence for Web-Centric Time Series Analysis (AI4TS): Theory, Algorithms, and Applications. | Ming Jin, Mahsa Salehi, Yuxuan Liang, Dongjin Song, Flora Salim, Min Wu, Shirui Pan, Qingsong Wen |
| 2025 | NoTeNet: Normalized Mutual Information-Driven Tuning-free Dynamic Dependence Network Inference Method for Multimodal Data. | Xiao Tan, Yangyang Shen, Yan Zhang, Jingwen Shao, Dian Shen, Meng Wang, Beilun Wang |
| 2025 | Time Series Analysis in the Web: Recent Advances and Future Trends. | Ming Jin, Wei Jin, Hao Xue, Flora Salim, Yuxuan Liang |
| 2025 | Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation. | Weiming Liu, Chaochao Chen, Jiahe Xu, Xinting Liao, Fan Wang, Xiaolin Zheng, Zhihui Fu, Ruiguang Pei, Jun Wang |
| 2025 | FAST-Q: Fast-track Exploration with Adversarially Balanced State Representations for Counterfactual Action Estimation in Offline Reinforcement Learning. | Pulkit Agrawal, Rukma Talwadker, Aditya Pareek, Tridib Mukherjee |
| 2025 | Economy Watchers Survey Provides Datasets and Tasks for Japanese Financial Domain. | Masahiro Suzuki, Hiroki Sakaji |
| 2025 | MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification. | Yiqun Chen, Jiaxin Mao, Yi Zhang, Dehong Ma, Long Xia, Jun Fan, Daiting Shi, Zhicong Cheng, Simiu Gu, Dawei Yin |
| 2025 | Explainable Multi-Modality Alignment for Transferable Recommendation. | Shenghao Yang, Weizhi Ma, Zhiqiang Guo, Min Zhang, Haiyang Wu, Junjie Zhai, Chunhui Zhang, Yuekui Yang |
| 2025 | TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy. | Yiqun Chen, Qi Liu, Yi Zhang, Weiwei Sun, Xinyu Ma, Wei Yang, Daiting Shi, Jiaxin Mao, Dawei Yin |
| 2025 | FedRIR: Rethinking Information Representation in Federated Learning. | Yongqiang Huang, Zerui Shao, Ziyuan Yang, Zexin Lu, Yi Zhang |
| 2025 | SEHG: Bridging Interpretability and Prediction in Self-Explainable Heterogeneous Graph Neural Networks. | Zhenhua Huang, Wenhao Zhou, Yufeng Li, Xiuyang Wu, Chengpei Xu, Junfeng Fang, Zhaohong Jia, Linyuan L, Feng Xia |
| 2025 | LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System. | Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong |
| 2025 | Evaluating Robustness of LLMs on Crisis-Related Microblogs across Events, Information Types, and Linguistic Features. | Muhammad Imran, Abdul Wahab Ziaullah, Kai Chen, Ferda Ofli |
| 2025 | Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases. | Chuang Zhao, Hui Tang, Jiheng Zhang, Xiaomeng Li |
| 2025 | MedAssist: LLM-Empowered Medical Assistant for Assisting the Scrutinization and Comprehension of Electronic Health Records. | Ran Xu, Wenqi Shi, Jonathan Wang, Jasmine Zhou, Carl Yang |
| 2025 | Navigating the Designs of Privacy-Preserving Fine-tuning for Large Language Models. | Haonan Shi, Tu Ouyang, An Wang |
| 2025 | ReadGraph: Relational Evolution Enhanced Anomaly Detection in Dynamic Heterogeneous Graph. | Xiaolin Han, Xiurui Hu, Chenhao Ma, Xuequn Shang |
| 2025 | DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking. | Jiahao Yu, Yihai Duan, Longfei Xu, Chao Chen, Shuliang Liu, Kaikui Liu, Fan Yang, Xiangxiang Chu, Ning Guo |
| 2025 | Query Understanding in LLM-based Conversational Information Seeking. | Yifei Yuan, Zahra Abbasiantaeb, Yang Deng, Mohammad Aliannejadi |
| 2025 | SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection. | Xiangyu Dong, Xingyi Zhang, Yanni Sun, Lei Chen, Mingxuan Yuan, Sibo Wang |
| 2025 | Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain. | Yuanmin Huang, Mi Zhang, Zhaoxiang Wang, Wenxuan Li, Min Yang |
| 2025 | Towards Non-Euclidean Foundation Models: Advancing AI Beyond Euclidean Frameworks. | Menglin Yang, Yifei Zhang, Jialin Chen, Melanie Weber, Rex Ying |
| 2025 | TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision. | Yunyi Zhang, Ruozhen Yang, Xueqiang Xu, Rui Li, Jinfeng Xiao, Jiaming Shen, Jiawei Han |