ML Anthology

Zhang, Huaqing

4 publications

ICLR 2025 From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency Kaiyue Wen, Huaqing Zhang, Hongzhou Lin, Jingzhao Zhang
ICML 2025 Task Generalization with Autoregressive Compositional Structure: Can Learning from $d$ Tasks Generalize to $D^T$ Tasks? Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin
NeurIPSW 2024 From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency Kaiyue Wen, Huaqing Zhang, Hongzhou Lin, Jingzhao Zhang
NeurIPS 2024 Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem Huaqing Zhang, Lesi Chen, Jing Xu, Jingzhao Zhang