Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error. - Haoran Li; Zicheng Zhang; Wang Luo; Congying Han; Yudong Hu; Tiande Guo; Shichen Liao (ICML, 2024)

Subspace Newton method for sparse group ℓ 0 optimization problem. - Shichen Liao; Congying Han; Tiande Guo; Bonan Li (J. Glob. Optim., 2024)

Dual-Spatial Domain Generalization for Fundus Lesion Segmentation in Unseen Manufacturer's OCT Images. - Shichen Liao; Tao Peng 013; Haoyu Chen 002; Tian Lin; Weifang Zhu; Fei Shi; Xinjian Chen 001; Dehui Xiang (IEEE Trans. Biomed. Eng., 2024)

Momentum-based variance-reduced stochastic Bregman proximal gradient methods for nonconvex nonsmooth optimization. - Shichen Liao; Yan Liu; Congying Han; Tiande Guo (Expert Syst. Appl., 2025)

An inertial stochastic Bregman generalized alternating direction method of multipliers for nonconvex and nonsmooth optimization. - Longhui Liu; Congying Han; Tiande Guo; Shichen Liao (Expert Syst. Appl., 2025)