| 2025 | CVPR | AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models. | Run He, Kai Tong, Di Fang, Han Sun, Ziqian Zeng, Haoran Li, Tianyi Chen, Huiping Zhuang |
| 2025 | ICCV | Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Models. | Kai Tong, Kang Pan, Xiao Zhang, Erli Meng, Run He, Yawen Cui, Nuoyan Guo, Huiping Zhuang |
| 2025 | ICML | Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning. | Run He, Di Fang, Yicheng Xu, Yawen Cui, Ming Li, Cen Chen, Ziqian Zeng, Huiping Zhuang |
| 2025 | ICML | L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning. | Xiang Zhang, Run He, Chen Jiao, Di Fang, Ming Li, Ziqian Zeng, Cen Chen, Huiping Zhuang |
| 2024 | AAAI | DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning. | Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin |
| 2024 | ISCAS | Complex Motion Planning for Quadruped Robots Using Large Language Models. | Xiang Zhang, Run He, Kai Tong, Shuquan Man, Jingyu Tong, Haodong Li, Huiping Zhuang |
| 2023 | CVPR | GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task. | Huiping Zhuang, Zhenyu Weng, Run He, Zhiping Lin, Ziqian Zeng |