An Open-Access ECG Database for Algorithm Evaluation of QRS Detection and Heart Rate Estimation. - Hongxiang Gao; Chengyu Liu 001; Xingyao Wang 001; Lina Zhao; Qin Shen; E. Y. K. Ng; Jianqing Li 002 (J. Medical Imaging Health Informatics, 2019)

An Open-Access Long-Term Wearable ECG Database for Premature Ventricular Contractions and Supraventricular Premature Beat Detection. - Zhipeng Cai 002; Chengyu Liu 001; Hongxiang Gao; Xingyao Wang 001; Lina Zhao; Qin Shen; E. Y. K. Ng; Jianqing Li 002 (J. Medical Imaging Health Informatics, 2020)

Towards Magnetic Field Gradient-Based Imaging and Control of In-Body Devices. - Hongxiang Gao; Yubin Lin; Manuel Monge (BioCAS, 2021)

An atrial fibrillation detection system based on machine learning algorithm with mix-domain features and hardware acceleration *. - Chao Chen 042; Caiyun Ma; Yantao Xing; Zinan Li; Hongxiang Gao; Xiangyu Zhang 008; Chenxi Yang; Chengyu Liu 001; Jianqin Li (EMBC, 2021)

Deep Balanced Learning for Long-tailed Facial Expressions Recognition. - Hongxiang Gao; Shan An; Jianqing Li 002; Chengyu Liu 001 (ICRA, 2021)

Beat-wise Uncertainty Learning for Murmur Detection in Heart Sounds. - Xingyao Wang 001; Foli Fan; Hongxiang Gao; Shuo Zhang 030; Chenxi Yang; Jianqing Li 002; Chengyu Liu 001 (CinC, 2022)

SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition. - Hongxiang Gao; Min Wu 008; Zhenghua Chen; Yuwen Li 002; Xingyao Wang 001; Shan An; Jianqing Li 002; Chengyu Liu 001 (Neural Networks, 2023)

Label decoupling strategy for 12-lead ECG classification. - Shuo Zhang 030; Yuwen Li 002; Xingyao Wang 001; Hongxiang Gao; Jianqing Li 002; Chengyu Liu 001 (Knowl. Based Syst., 2023)

A Causal Intervention Scheme for Semantic Segmentation of Quasi-Periodic Cardiovascular Signals. - Xingyao Wang 001; Yuwen Li 002; Hongxiang Gao; Xianghong Cheng; Jianqing Li 002; Chengyu Liu 001 (IEEE J. Biomed. Health Informatics, 2023)

ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning. - Hongxiang Gao; Xingyao Wang 001; Zhenghua Chen; Min Wu 008; Jianqing Li 002; Chengyu Liu 001 (IEEE J. Biomed. Health Informatics, 2023)

An Attribute-Decoupled Model for Onset Identification of Atrial Fibrillation in Single-Lead Electrocardiograms. - Qian Li; Xingyao Wang 001; Hongxiang Gao; Rongjun Ge; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

Graph Convolutional Network With Connectivity Uncertainty for EEG-Based Emotion Recognition. - Hongxiang Gao; Xingyao Wang 001; Zhenghua Chen; Min Wu 008; Zhipeng Cai 002; Lulu Zhao; Jianqing Li 002; Chengyu Liu 001 (IEEE J. Biomed. Health Informatics, 2024)

Detection of Shockable Ventricular Arrhythmias Using Multiscale Visual Graph Network. - Xintao Han; Zhipeng Cai 002; Hongxiang Gao; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2025)

BiTS-SleepNet: An Attention-Based Two Stage Temporal-Spectral Fusion Model for Sleep Staging With Single-Channel EEG. - Zhaoyang Cong; Minghui Zhao; Hongxiang Gao; Meng Lou; Guowei Zheng; Ziyang Wang; Xingyao Wang 001; Chang Yan; Li Ling; Jianqing Li 002; Chengyu Liu 001 (IEEE J. Biomed. Health Informatics, 2025)

Masked Autoencoders that Feel the Heart: Unveiling Simplicity Bias for ECG Analyses. - He-Yang Xu; Hongxiang Gao; Yuwen Li; Xiu-Shen Wei; Chengyu Liu (CoRR, 2025)

Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring. - Xingyao Wang 001; Hongxiang Gao; Caiyun Ma; Tingting Zhu 001; Feng Yang; Chengyu Liu 001; Huazhu Fu (IEEE J. Biomed. Health Informatics, 2025)