Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition. - Tianzheng Liao; Jinjin Zhao; Yushi Liu 001; Kamen Ivanov; Jing Xiong; Yan Yan 022 (BIBM, 2022)

TNDA-HAR. - Yan Yan 022; Dali Chen; Yushi Liu 001; Jinjin Zhao; Bo Wang; Xuankun Wu; Xiaohao Jiao; Yuqian Chen; Huihui Li; Xuchao Ren (IEEE DataPort, 2022)

Persistence Landscape-based Topological Data Analysis for Personalized Arrhythmia Classification. - Yushi Liu 001; Lei Wang 029; Yan Yan 022 (BSN, 2023)

Topological EEG-Based Functional Connectivity Analysis for Mental Workload State Recognition. - Yan Yan 022; Liang Ma; Yu-Shi Liu 001; Kamen Ivanov; Jia-Hong Wang; Jing Xiong; Ang Li; Yini He; Lei Wang 029 (IEEE Trans. Instrum. Meas., 2023)

Topological Nonlinear Analysis of Dynamical Systems in Wearable Sensor-Based Human Physical Activity Inference. - Yan Yan 022; Yi-Chun Huang; Jinjin Zhao; Yu-Shi Liu 001; Liang Ma; Jing Yang; Xudong Yan; Jing Xiong; Lei Wang 029 (IEEE Trans. Hum. Mach. Syst., 2023)

Gait-TNDA. - Yushi Liu 001; Yan Yan 022; Lei Wang 029 (IEEE DataPort, 2023)

A Novel Human Activity Recognition Framework Based on Pre-Trained Foundation Model. - Fuhai Xiong; Junxian Wang; Yushi Liu 001; Xudong Yan; Kamen Ivanov; Lei Wang 029; Yan Yan 022 (BIBM, 2024)

Topological Data Analysis for Robust Gait Biometrics Based on Wearable Sensors. - Yushi Liu 001; Kamen Ivanov; Junxian Wang; Fuhai Xiong; Jiahong Wang; Min Wang; Zedong Nie; Lei Wang 029; Yan Yan 022 (IEEE Trans. Consumer Electron., 2024)

Multi-scale interaction and locally enhanced bridging network for medical image segmentation. - Zhiyong Huang 004; Shiyao Zhou; Zhi Yu; Mingyang Hou; Zhiyu Zhao; Xiaoyu Li; Jiahong Wang; Yan Yan 022; Yushi Liu 001; Hans Gregersen (Comput. Medical Imaging Graph., 2025)

WTSF-ReID: Depth-driven Window-oriented Token Selection and Fusion for multi-modality vehicle re-identification with knowledge consistency constraint. - Zhi Yu; Zhiyong Huang 004; Mingyang Hou; Yan Yan 022; Yu-Shi Liu 001 (Expert Syst. Appl., 2025)

SCFMUNet: A fusion architecture based on multi-scale state space model and channel attention for medical image segmentation. - Zhiyong Huang 004; Zhiyu Zhao; Zhi Yu; Mingyang Hou; Shiyao Zhou; Jiahong Wang; Yan Yan 022; Yushi Liu 001; Hans Gregersen (Neural Networks, 2025)

Feature-Tuning Hierarchical Transformer via token communication and sample aggregation constraint for object re-identification. - Zhi Yu; Zhiyong Huang 004; Mingyang Hou; Jiaming Pei; Yan Yan 022; Yushi Liu 001; Daming Sun (Neural Networks, 2025)

MCECF: A Multiscale Complementary Enhanced Context Fusion Network for Remote Sensing Change Detection. - Zhiyong Huang 004; Hongjiang Qiu; Mingyang Hou; Zhi Yu; Shiwei Wang; Xiaoyu Li; Jiahong Wang; Yan Yan 022; Yushi Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Representation Selective Coupling via Token Sparsification for Multi-Spectral Object Re-Identification. - Zhi Yu; Zhiyong Huang 004; Mingyang Hou; Jiaming Pei; Yan Yan 022; Yushi Liu 001; Daming Sun (IEEE Trans. Circuits Syst. Video Technol., 2025)

Multi-modal multi-scale representation learning via cross-attention between chest radiology images and free-text reports. - Daidi Zhong; Xiaoyu Li; Zhiyong Huang 004; Shiwei Wang; Zhi Yu; Mingyang Hou; Yan Yan 022; Yushi Liu 001 (Biomed. Signal Process. Control., 2026)