| 2026 | AAAI | FedAU2: Attribute Unlearning for User-Level Federated Recommender Systems with Adaptive and Robust Adversarial Training. | Yuyuan Li, Junjie Fang, Fengyuan Yu, Xichun Sheng, Tianyu Du, Xuyang Teng, Shaowei Jiang, Linbo Jiang, Jianan Lin, Chaochao Chen |
| 2026 | AAAI | Forgetting Knowledge Localization and Isolation for Continual Forgetting of Pre-trained Vision Models. | Zhiwen Yang, Jiehua Zhang, Chenggang Yan, Yuhan Gao, Zongpeng Li, Xichun Sheng, Liang Li |
| 2026 | AAAI | Temporal Calibrating and Distilling for Scene-Text Aware Text-Video Retrieval. | Zhiqian Zhao, Liang Li, Lei Shen, Xichun Sheng, Yaoqi Sun, Fang Kang, Chenggang Yan |
| 2025 | AAAI | Heterogeneous Prompt-Guided Entity Inferring and Distilling for Scene-Text Aware Cross-Modal Retrieval. | Zhiqian Zhao, Liang Li, Jiehua Zhang, Yaoqi Sun, Xichun Sheng, Haibing Yin, Shaowei Jiang |
| 2025 | CVPR | Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation. | Peihua Deng, Jiehua Zhang, Xichun Sheng, Chenggang Yan, Yaoqi Sun, Ying Fu, Liang Li |
| 2025 | ICCV | Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning. | Jiong Yin, Liang Li, Jiehua Zhang, Yuhan Gao, Chenggang Yan, Xichun Sheng |
| 2025 | MICCAI | Hypergraph-Guided Federated Distillation Learning for Efficient and Robust Multi-center fMRI Data Analysis. | Tao Jin, Yidan Xu, Yuhan Gao, Xichun Sheng, Chenggang Yan, Yaoqi Sun, Xiangmin Han, Yue Gao |