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Scientific Reports|March 7, 2026
Few-shot prototype adaptation for generalizable electromyography gesture recognitionHunmin Lee, Brian Lim, Ming Jiang, et al.IEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society|March 3, 2025
Decoding Gestures in Electromyography: Spatiotemporal Graph Neural Networks for Generalizable and Interpretable ClassificationHunmin Lee, Ming Jiang, Jinhui Yang, et al.Journal of Neural Engineering|May 16, 2024
Unveiling EMG semantics: a prototype-learning approach to generalizable gesture classificationHunmin Lee, Ming Jiang, Jinhui Yang, et al.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|March 5, 2025
FedAssist: Federated Learning in AI-Powered Prosthetics for Sustainable and Collaborative LearningHunmin Lee, Ming Jiang, Qi ZhaoIEEE Transactions on Bio-Medical Engineering|July 29, 2025
FedEMG: Achieving Generalization, Personalization, and Resource Efficiency in EMG-based Upper-Limb Rehabilitation through Federated Prototype LearningHunmin Lee, Ming Jiang, Qi ZhaoAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|March 5, 2025
EMGCipher: Decoding Electromyography for Upper-limb Gesture Classification with Explainable AI for Resource OptimizationHunmin Lee, Ming Jiang, Qi ZhaoIEEE Transactions on Pattern Analysis and Machine Intelligence|January 19, 2026
Defying Distractions in Multimodal Tasks: A Novel Benchmark for Large Vision-Language ModelsJinhui Yang, Ming Jiang, Qi ZhaoJournal of Neural Engineering|July 10, 2009
Improving spike separation using waveform derivativesZhi Yang, Qi Zhao, Wentai LiuAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 8, 2009
Energy based evolving mean shift algorithm for neural spike classificationZhi Yang, Qi Zhao, Wentai LiuIEEE Transactions on Pattern Analysis and Machine Intelligence|January 16, 2010
Differential earth mover's distance with its applications to visual trackingQi Zhao, Zhi Yang, Hai TaoPageof 848