Siamese denoising autoencoders for joints trajectories reconstruction and robust gait recognition. - Weijie Sheng 001; Xinde Li (Neurocomputing, 2020)

MLDT: Multi-task Learning with Denoising Transformer for Gait Identity and Emotion Recognition. - Weijie Sheng 001; Xiaoyan Lu; Xinde Li (AICCC, 2021)

Multi-task learning for gait-based identity recognition and emotion recognition using attention enhanced temporal graph convolutional network. - Weijie Sheng 001; Xinde Li (Pattern Recognit., 2021)

TSN-GReID: Transformer-based Siamese Network for Group Re-Identification. - Xiaoyan Lu; Weijie Sheng 001; Xinde Li (ICARCV, 2022)

TNTC: Two-Stream Network with Transformer-Based Complementarity for Gait-Based Emotion Recognition. - Chuanfei Hu; Weijie Sheng 001; Bo Dong 001; Xinde Li (ICASSP, 2022)

A two-branch deep learning with spatial and pose constraints for social group detection. - Xiaoyan Lu; Xinde Li; Chuanfei Hu; Jin Deng; Weijie Sheng 001; Lianli Zhu (Eng. Appl. Artif. Intell., 2023)

Data augmentation by separating identity and emotion representations for emotional gait recognition. - Weijie Sheng 001; Xiaoyan Lu; Xinde Li (Robotica, 2023)

An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences. - Caiyun Ma; Xi Long; Weijie Sheng 001; Rik Vullings; Meicheng Yang; Lina Zhao; Ronald M. Aarts; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

An Atrial Fibrillation Detection Strategy Based on Self-Supervised Pretraining in Wearable ECG Monitoring. - Caiyun Ma; Weijie Sheng 001; Zhongyu Wang; Lina Zhao; Yuwei Zhang; Zhipeng Cai 002; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2025)