Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem. - Huaqing Zhang 005; Lesi Chen; Jing Xu; Jingzhao Zhang (NeurIPS, 2024)

Functionally Constrained Algorithm Solves Convex Simple Bilevel Problems. - Huaqing Zhang 005; Lesi Chen; Jing Xu; Jingzhao Zhang (CoRR, 2024)

From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency. - Kaiyue Wen; Huaqing Zhang 005; Hongzhou Lin; Jingzhao Zhang (ICLR, 2025)

Task Generalization With AutoRegressive Compositional Structure: Can Learning From D Tasks Generalize to DT Tasks? - Amirhesam Abedsoltan; Huaqing Zhang 005; Kaiyue Wen; Hongzhou Lin; Jingzhao Zhang; Mikhail Belkin (CoRR, 2025)