Xu, Yizhou

9 publications

COLT 2025 Fundamental Limits of Matrix Sensing: Exact Asymptotics, Universality, and Applications Yizhou Xu, Antoine Maillard, Lenka Zdeborová, Florent Krzakala
NeurIPS 2025 Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions Yizhou Xu, Florent Krzakala, Lenka Zdeborova
NeurIPS 2025 Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learning Liu Ziyin, Yizhou Xu, Isaac L. Chuang
ICLR 2025 Remove Symmetries to Control Model Expressivity and Improve Optimization Liu Ziyin, Yizhou Xu, Isaac L. Chuang
CVPRW 2025 Skor-xG: SKeleton-ORiented Expected Goal Estimation in Soccer Yizhou Xu, Lars Bretzner, Tiesheng Wang, Atsuto Maki
ICLR 2025 Three Mechanisms of Feature Learning in a Linear Network Yizhou Xu, Liu Ziyin
NeurIPSW 2024 Remove Symmetries to Control Model Expressivity and Improve Optimization Liu Ziyin, Yizhou Xu, Isaac L. Chuang
ICMLW 2024 Three Mechanisms of Feature Learning in an Analytically Solvable Model Yizhou Xu, Liu Ziyin
NeurIPSW 2023 Continual Driving Policy Optimization with Closed-Loop Individualized Curricula Haoyi Niu, Yizhou Xu, Xingjian Jiang, Jianming Hu