Li, He

27 publications

ICML 2025 $S^2$FGL: Spatial Spectral Federated Graph Learning Zihan Tan, Suyuan Huang, Guancheng Wan, Wenke Huang, He Li, Mang Ye

ICML 2025 Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning Wenke Huang, Jian Liang, Guancheng Wan, Didi Zhu, He Li, Jiawei Shao, Mang Ye, Bo Du, Dacheng Tao

ICML 2025 Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models Yiyang Fang, Jian Liang, Wenke Huang, He Li, Kehua Su, Mang Ye

CVPR 2025 Cheb-GR: Rethinking K-Nearest Neighbor Search in Re-Ranking for Person Re-Identification Jinxi Yang, He Li, Bo Du, Mang Ye

NeurIPS 2025 DKDR: Dynamic Knowledge Distillation for Reliability in Federated Learning Yueyang Yuan, Wenke Huang, Guancheng Wan, Kaiqi Guan, He Li, Mang Ye

ICML 2025 EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification Zitong Shi, Guancheng Wan, Wenke Huang, Guibin Zhang, He Li, Carl Yang, Mang Ye

CVPR 2025 FedSPA: Generalizable Federated Graph Learning Under Homophily Heterogeneity Zihan Tan, Guancheng Wan, Wenke Huang, He Li, Guibin Zhang, Carl Yang, Mang Ye

IJCAI 2025 Horae: A Domain-Agnostic Language for Automated Service Regulation Yutao Sun, Mingshuai Chen, Tiancheng Zhao, Kangjia Zhao, He Li, Jintao Chen, Zhongyi Wang, Liqiang Lu, Xinkui Zhao, Shuiguang Deng, Jianwei Yin

ICML 2025 Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning Wenke Huang, Jian Liang, Zekun Shi, Didi Zhu, Guancheng Wan, He Li, Bo Du, Dacheng Tao, Mang Ye

NeurIPS 2025 MoodAngels: A Retrieval-Augmented Multi-Agent Framework for Psychiatry Diagnosis Mengxi Xiao, Ben Liu, He Li, Jimin Huang, Qianqian Xie, Xiaofen Zong, Mang Ye, Min Peng

AAAI 2025 NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark Yuxuan Zhao, Weijian Ruan, He Li, Mang Ye

IJCAI 2025 Pixel-Wise Divide and Conquer for Federated Vessel Segmentation Tian Chen, Wenke Huang, Zhihao Wang, Zekun Shi, He Li, Wenhui Dong, Mang Ye, Bo Du, Yongchao Xu

IJCAI 2025 Prototype-Guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-Identification Zhijie Lu, Wuxuan Shi, He Li, Mang Ye

ICML 2025 Transformer-Based Spatial-Temporal Counterfactual Outcomes Estimation He Li, Haoang Chi, Mingyu Liu, Wanrong Huang, Liyang Xu, Wenjing Yang

L4DC 2024 A Learning-Based Framework to Adapt Legged Robots On-the-Fly to Unexpected Disturbances Nolan Fey, He Li, Nicholas Adrian, Patrick Wensing, Michael Lemmon

CVPR 2024 All in One Framework for Multimodal Re-Identification in the Wild He Li, Mang Ye, Ming Zhang, Bo Du

NeurIPS 2024 Autoregressive Image Generation Without Vector Quantization Tianhong Li, Yonglong Tian, He Li, Mingyang Deng, Kaiming He

ECCV 2024 CipherDM: Secure Three-Party Inference for Diffusion Model Sampling Xin Zhao, Xiaojun Chen, Xudong Chen, He Li, Tingyu Fan, Zhendong Zhao

NeurIPS 2024 Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning Wenke Huang, Mang Ye, Zekun Shi, Guancheng Wan, He Li, Bo Du

ICML 2024 Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning Wenke Huang, Zekun Shi, Mang Ye, He Li, Bo Du

NeurIPS 2024 Unveiling Causal Reasoning in Large Language Models: Reality or Mirage? Haoang Chi, He Li, Wenjing Yang, Feng Liu, Long Lan, Xiaoguang Ren, Tongliang Liu, Bo Han

ICML 2023 Distribution Free Domain Generalization Peifeng Tong, Wu Su, He Li, Jialin Ding, Zhan Haoxiang, Song Xi Chen

IJCAI 2023 Dynamic Group Link Prediction in Continuous-Time Interaction Network Shijie Luo, He Li, Jianbin Huang

CVPRW 2023 Hierarchical Clustering and Refinement for Generalized Multi-Camera Person Tracking Zongyi Li, Runsheng Wang, He Li, Bohao Wei, Yuxuan Shi, Hefei Ling, Jiazhong Chen, Boyuan Liu, Zhongyang Li, Hanqing Zheng

CVPR 2023 Rethinking Federated Learning with Domain Shift: A Prototype View Wenke Huang, Mang Ye, Zekun Shi, He Li, Bo Du

ICCVW 2021 An Efficient Network Design for Face Video Super-Resolution Feng Yu, He Li, Sige Bian, Yongming Tang

AAAI 2012 Discovering Spammers in Social Networks Yin Zhu, Xiao Wang, Erheng Zhong, Nathan Nan Liu, He Li, Qiang Yang