On the Lower Bound of Minimizing Polyak-Łojasiewicz functions. - Pengyun Yue; Cong Fang 001; Zhouchen Lin (COLT, 2023)

Zeroth-order Optimization with Weak Dimension Dependency. - Pengyun Yue; Long Yang 004; Cong Fang 001; Zhouchen Lin (COLT, 2023)

CORE: Common Random Reconstruction for Distributed Optimization with Provable Low Communication Complexity. - Pengyun Yue; Hanzhen Zhao; Cong Fang 001; Di He 001; Liwei Wang 001; Zhouchen Lin; Song-Chun Zhu (CoRR, 2023)

Accelerated Gradient Algorithms with Adaptive Subspace Search for Instance-Faster Optimization. - Yuanshi Liu; Hanzhen Zhao; Yang Xu 055; Pengyun Yue; Cong Fang 001 (CoRR, 2023)