Xu, Yizhou

10 publications

ICLR 2026 Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime Leonardo Defilippis, Yizhou Xu, Julius Girardin, Vittorio Erba, Emanuele Troiani, Lenka Zdeborová, Bruno Loureiro, Florent Krzakala

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