He, Run

8 publications

CVPR 2025 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

ICCV 2025 Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model Kai Tong, Kang Pan, Xiao Zhang, Erli Meng, Run He, Yawen Cui, Nuoyan Guo, Huiping Zhuang

ICML 2025 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

ICML 2025 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

AAAI 2024 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

NeurIPS 2024 F-OAL: Forward-Only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning Huiping Zhuang, Yuchen Liu, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Yi Wang, Lap-Pui Chau

NeurIPS 2024 GACL: Exemplar-Free Generalized Analytic Continual Learning Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen

CVPR 2023 GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task Huiping Zhuang, Zhenyu Weng, Run He, Zhiping Lin, Ziqian Zeng