Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems. - Lucy L. Gao; Jane J. Ye; Haian Yin; Shangzhi Zeng; Jin Zhang 002 (ICML, 2022)

Moreau Envelope Based Difference-of-weakly-Convex Reformulation and Algorithm for Bilevel Programs. - Lucy L. Gao; Jane J. Ye; Haian Yin; Shangzhi Zeng; Jin Zhang 002 (CoRR, 2023)

Density-Based Distance Preserving Graph: Theoretical and Practical Analyses. - Li Wang 033; Haian Yin; Jin Zhang 002 (IEEE Trans. Neural Networks Learn. Syst., 2023)

A dual-based stochastic inexact algorithm for a class of stochastic nonsmooth convex composite problems. - Gui-Hua Lin; Zhen-Ping Yang; Haian Yin; Jin Zhang 002 (Comput. Optim. Appl., 2023)

Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions. - Wei Yao; Haian Yin; Shangzhi Zeng; Jin Zhang (ICLR, 2025)