CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity RecognitionZhiwen Xiao, Li Feng, Zonghai Zhu et al.|IEEE Transactions on Neural Networks and Learning Systems|2023Cited by 143
Federated Contrastive Learning With Feature-Based Distillation for Human Activity RecognitionZhiwen Xiao, Huagang Tong|IEEE Transactions on Computational Social Systems|2025Cited by 80
An Efficient Temporal Network with Dual Self-Distillation for Electroencephalography Signal ClassificationZhiwen Xiao, Xin Xu, Haoxi Zhang et al.|2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)|2022Cited by 36
Knowledge Aggregation Transformer Network for Multivariate Time Series ClassificationZhiwen Xiao, Qian Wan, Huanlai Xing et al.|IEEE Transactions on Big Data|2025Cited by 26
Attentional Knowledge-Based State-Space Model for Electrocardiogram Signal ClassificationZhiwen Xiao, Huanlai Xing, Qian Wan et al.|IEEE Transactions on Instrumentation and Measurement|2025Cited by 14