| 2025 | Toward Secure Federated Partial Label Learning Against Poisoning Attacks. | Xubin Chen, Zhengjie Yang, Xinyi Sheng, Sen Fu, Wei Bao |
| 2025 | G2IFS: Global-to-Instance Feature Selection in Deep Recommender System. | Lijin Chen, Linjing You, Jiabao Lu, Xiayuan Huang, Xiangli Nie |
| 2025 | ConsensNet: A Unified Consensus-Centric Framework for Incomplete Multi-View Clustering. | Yifei Chen, Xiaolin Xiao, Yue-Jiao Gong |
| 2025 | High-Context Empathy in Conversations for Large Language Models. | Yuyan Chen, Lei Xia, Jinghan Cao, Zhendong Hou, Weinan Dai, Zhixu Li |
| 2025 | Arrows of Math Reasoning Data Synthesis for Large Language Models: Diversity, Complexity and Correctness. | Sirui Chen, Changxin Tian, Binbin Hu, Kunlong Chen, Ziqi Liu, Zhiqiang Zhang, Jun Zhou |
| 2025 | Let Topology Speak: Graph Neural Network with Topology-Aware Augmentation. | Kangzhuo Chen, Xiaoqian Sun, Huawei Shen, Xueqi Cheng |
| 2025 | Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity. | Qin Chen, Guojie Song |
| 2025 | Multimodal Contrastive Learning with Early Fusion for Robust Medical Signal Representation. | Lei Chen, Kyoungsuk Park, Junetae Kim |
| 2025 | Advancing Temporal Sensitive Question Answering through Progressive Multi-Step Reflection. | Ziyang Chen, Erxue Min, Xiang Zhao, Yunxin Li, Xin Jia, Jinzhi Liao, Shuaiqiang Wang, Baotian Hu, Dawei Yin |
| 2025 | Rethinking Client-oriented Federated Graph Learning. | Zekai Chen, Xunkai Li, Yinlin Zhu, Rong-Hua Li, Guoren Wang |
| 2025 | HyperGenFL: Hypernetwork-Generated Model Aggregation in Federated Learning. | Jerry Chen, Qikai Lu, Ruiqing Tian, Di Niu, Baochun Li |
| 2025 | NR-GCF: Graph Collaborative Filtering with Improved Noise Resistance. | Yijun Chen, Bohan Li, Yicong Li, Lixiang Song, Haofen Wang, Wenlong Wu, Junnan Zhuo, Hongzhi Yin |
| 2025 | VQA-Induct: Instruction Induction for Visual Question Answering. | Po-Chun Chen, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2025 | Spreader Behavior Forecasting: Intent-aware Neural Processes for Intervening Misinformation. | Haoran Chen, Dongmei Han |
| 2025 | VideoAVE: A Multi-Attribute Video-to-Text Attribute Value Extraction Dataset and Benchmark Models. | Ming Cheng, Tong Wu, Jiazhen Hu, Jiaying Gong, Hoda Eldardiry |
| 2025 | Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented Generation. | Yiruo Cheng, Hongjin Qian, Fengran Mo, Yongkang Wu, Zhonghua Li, Qi Ye, Ji-Rong Wen, Zhicheng Dou |
| 2025 | Neighbor-enhanced Graph Pre-training and Prompt Learning Framework for Fraud Detection. | Ziyang Cheng, Jie Yang, Yixin Song, Dawei Cheng, Guang Yang, Bo Wang |
| 2025 | Stamp: Semantic-Aware Sub-trajectory Anomaly Detection with Diffusion Multi-model Pool for Evolving Data Streams. | Biao Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao, Lei Zhao |
| 2025 | ActiViz: Understanding Sample Selection in Active Learning through Boundary Visualization. | Jie Chen, Honghui Du, Dairui Liu, Siteng Ma, Brian MacNamee, Ruihai Dong |
| 2025 | Structure-prior Informed Diffusion Model for Graph Source Localization with Limited Data. | Hongyi Chen, Jingtao Ding, Xiaojun Liang, Yong Li, Xiao-Ping Zhang |
| 2025 | See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate Prediction. | Sishuo Chen, Zhangming Chan, Xiang-Rong Sheng, Lei Zhang, Sheng Chen, Chenghuan Hou, Han Zhu, Jian Xu, Bo Zheng |
| 2025 | Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting. | Zhuomin Chen, Dan Li, Jiahui Zhou, Shunyu Wu, Haozheng Ye, Jian Lou, See-Kiong Ng |
| 2025 | Personalized Tree-Based Progressive Regression Model for Watch-Time Prediction in Short Video Recommendation. | Xiaokai Chen, Xiao Lin, Changcheng Li, Peng Jiang |
| 2025 | Maximum In-Support Return Modeling for Dynamic Recommendation with Language Model Prior. | Xiaocong Chen, Siyu Wang, Lina Yao |
| 2025 | Energy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based Recommendation. | Xiaocong Chen, Siyu Wang, Lina Yao |