Chen, Junwei

3 publications

ICLR 2026 Fed-Duet: Dual Expert-Orchestrated Framework for Continual Federated Vision-Language Learning Tao Guo, Junwei Chen, Laizhong Cui

ICML 2024 Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng

AAAI 2024 Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng