GACL: Exemplar-Free Generalized Analytic Continual Learning. - Huiping Zhuang; Yizhu Chen; Di Fang 004; Run He; Kai Tong; Hongxin Wei; Ziqian Zeng; Cen Chen 002 (NeurIPS, 2024)

REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning. - Run He; Huiping Zhuang; Di Fang 004; Yizhu Chen; Kai Tong; Cen Chen 002 (CoRR, 2024)

G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning. - Huiping Zhuang; Yizhu Chen; Di Fang 004; Run He; Kai Tong; Hongxin Wei; Ziqian Zeng; Cen Chen 002 (CoRR, 2024)

Analytic Federated Learning. - Huiping Zhuang; Run He; Kai Tong; Di Fang 004; Han Sun; Haoran Li; Tianyi Chen; Ziqian Zeng (CoRR, 2024)

AIR: Analytic Imbalance Rectifier for Continual Learning. - Di Fang 004; Yinan Zhu; Runze Fang; Cen Chen 002; Ziqian Zeng; Huiping Zhuang (CoRR, 2024)

SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic Segmentation. - Jiaxu Li; Songning Lai; Rui Li; Di Fang 004; Kejia Fan; Jianheng Tang 001; Yuhan Zhao; Rongchang Zhao; Dongzhan Zhou; Yutao Yue; Huiping Zhuang (CoRR, 2024)

AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models. - Run He; Kai Tong; Di Fang 004; Han Sun; Ziqian Zeng; Haoran Li; Tianyi Chen; Huiping Zhuang (CVPR, 2025)

Online Analytic Exemplar-Free Continual Learning With Large Models for Imbalanced Autonomous Driving Task. - Huiping Zhuang; Di Fang 004; Kai Tong; Yuchen Liu 001; Ziqian Zeng; Xu Zhou 001; Cen Chen 002 (IEEE Trans. Veh. Technol., 2025)

Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning. - Run He; Di Fang 004; Yicheng Xu; Yawen Cui; Ming Li 011; Cen Chen 002; Ziqian Zeng; Huiping Zhuang (CoRR, 2025)

ACU: Analytic Continual Unlearning for Efficient and Exact Forgetting with Privacy Preservation. - Jianheng Tang 001; Huiping Zhuang; Di Fang 004; Jiaxu Li; Feijiang Han; Yajiang Huang; Kejia Fan; Leye Wang; Zhanxing Zhu; Shanghang Zhang; Houbing Herbert Song; Yunhuai Liu (CoRR, 2025)

L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning. - Xiang Zhang; Run He; Jiao Chen; Di Fang 004; Ming Li 011; Ziqian Zeng; Cen Chen 002; Huiping Zhuang (CoRR, 2025)