HyperAdam: A Learnable Task-Adaptive Adam for Network Training. - Shipeng Wang 002; Jian Sun 009; Zongben Xu (AAAI, 2019)

Training Networks in Null Space of Feature Covariance for Continual Learning. - Shipeng Wang 002; Xiaorong Li; Jian Sun 009; Zongben Xu (CVPR, 2021)

Variational HyperAdam: A Meta-Learning Approach to Network Training. - Shipeng Wang 002; Yan Yang 007; Jian Sun 009; Zongben Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Variational Data-Free Knowledge Distillation for Continual Learning. - Xiaorong Li; Shipeng Wang 002; Jian Sun 009; Zongben Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Memory efficient data-free distillation for continual learning. - Xiaorong Li; Shipeng Wang 002; Jian Sun 009; Zongben Xu (Pattern Recognit., 2023)

AMMD: Attentive maximum mean discrepancy for few-shot image classification. - Ji Wu; Shipeng Wang 002; Jian Sun 009 (Pattern Recognit., 2024)

Training Networks in Null Space of Feature Covariance With Self-Supervision for Incremental Learning. - Shipeng Wang 002; Xiaorong Li; Jian Sun 009; Zongben Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)