Contourlet based feature extraction and classification for Wireless Capsule Endoscopic images. - Junzhou Chen; Run He; Li Zhang; Qiang Peng; Tao Gan (BMEI, 2011)

GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task. - Huiping Zhuang; Zhenyu Weng; Run He; Zhiping Lin 001; Ziqian Zeng (CVPR, 2023)

Analytical study on the dielectric properties of tetrameric insulating oils based on biological substrates. - Han Chen; Zhibo Zheng; Run He; Zhengyong Huang; Qiang Wang; Feipeng Wang; Jian Li (iSPEC, 2023)

Wavefront Reconstruction and Diffraction-Driven GPR Inversion by Semblance-Based Coherence Analysis. - Run He; Bin Zhang 034; Yi Lei; Hao Zhang; Qianwei Dai (IEEE Geosci. Remote. Sens. Lett., 2023)

Diffraction Separation by a Coherence Analysis Framework for Ground Penetrating Radar Applications. - Bin Zhang 034; Run He; Hao Zhang; Yi Lei; Qianwei Dai (IEEE Trans. Geosci. Remote. Sens., 2023)

DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning. - Huiping Zhuang; Run He; Kai Tong; Ziqian Zeng; Cen Chen 002; Zhiping Lin 001 (AAAI, 2024)

Complex Motion Planning for Quadruped Robots Using Large Language Models. - Xiang Zhang; Run He; Kai Tong; Shuquan Man; Jingyu Tong; Haodong Li; Huiping Zhuang (ISCAS, 2024)

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)

F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning. - Huiping Zhuang; Yuchen Liu 001; Run He; Kai Tong; Ziqian Zeng; Cen Chen 002; Yi Wang 068; Lap-Pui Chau (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)

AOCIL: Exemplar-free Analytic Online Class Incremental Learning with Low Time and Resource Consumption. - Huiping Zhuang; Yuchen Liu 001; Run He; Kai Tong; Ziqian Zeng; Cen Chen 002; Yi Wang 068; Lap-Pui Chau (CoRR, 2024)

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

Class incremental learning with analytic learning for hyperspectral image classification. - Huiping Zhuang; Yue Yan; Run He; Ziqian Zeng (J. Frankl. Inst., 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)

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)

Analytic Subspace Routing: 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 (CoRR, 2025)

AFCL: Analytic Federated Continual Learning for Spatio-Temporal Invariance of Non-IID Data. - Jianheng Tang 001; Huiping Zhuang; Jingyu He; Run He; Jingchao Wang; Kejia Fan; Anfeng Liu; Tian Wang 001; Leye Wang; Zhanxing Zhu; Shanghang Zhang; Houbing Herbert Song; et al. (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)