Huang, Jiaoyang

8 publications

ICLR 2024 High-Dimensional SGD Aligns with Emerging Outlier Eigenspaces Gerard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath

ICML 2023 How Does Information Bottleneck Help Deep Learning? Kenji Kawaguchi, Zhun Deng, Xu Ji, Jiaoyang Huang

LoG 2022 PatchGT: Transformer over Non-Trainable Clusters for Learning Graph Representations Han Gao, Xu Han, Jiaoyang Huang, Jian-Xun Wang, Liping Liu

JMLR 2022 Power Iteration for Tensor PCA Jiaoyang Huang, Daniel Z. Huang, Qing Yang, Guang Cheng

ICML 2022 Robustness Implies Generalization via Data-Dependent Generalization Bounds Kenji Kawaguchi, Zhun Deng, Kyle Luh, Jiaoyang Huang

NeurIPS 2021 Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization Clement Gehring, Kenji Kawaguchi, Jiaoyang Huang, Leslie P. Kaelbling

ICML 2020 Dynamics of Deep Neural Networks and Neural Tangent Hierarchy Jiaoyang Huang, Horng-Tzer Yau

ICML 2020 Towards Understanding the Dynamics of the First-Order Adversaries Zhun Deng, Hangfeng He, Jiaoyang Huang, Weijie Su