I received the Doctor of Engineering degree in the College of Intelligence and Computing, Tianjin University (TJU), advised by Prof. Yahong Han, and the Master’s degree in the School of Computer, Central China Normal University (CCNU), advised by Prof. Cong Jin.

Email: yikang[at]tju.edu.cn or 1257399870[at]qq.com

My research interests include federated learning, domain adaptation, and domain generalization.

Publications

Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization
Yikang Wei, Yahong Han. Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 15805-15813, 2024. Code Zhihu YouTube

Exploring Instance Relation for Decentralized Multi-Source Domain Adaptation
Yikang Wei, Yahong Han. ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1-5, 2023. Code YouTube

Multi-Source Collaborative Contrastive Learning for Decentralized Domain Adaptation
Yikang Wei, Yahong Han. IEEE Transactions on Circuits and Systems for Video Technology 33 (5), 2202-2216, 2023. Code

Dual Collaboration for Decentralized Multi-Source Domain Adaptation
Yikang Wei, Yahong Han. Frontiers of Information Technology & Electronic Engineering 23, 1780-1794, 2022 Weixin

Locality Sensitive Discriminant Projection for Feature Extraction and Face Recognition
Yikang Wei, Cong Jin. Journal of Electronic Imaging 28 (4), 043028, 2019.

Services

Reviewer of CVPR2023, ICCV2023, CVPR2022, IEEE TNNLS, IEEE TCSVT, FITEE, and Multimedia Systems.