Wang, Huiyuan

5 publications

ICML 2024 A Statistical Theory of Regularization-Based Continual Learning Xuyang Zhao, Huiyuan Wang, Weiran Huang, Wei Lin

ICML 2024 Prometheus: Out-of-Distribution Fluid Dynamics Modeling with Disentangled Graph ODE Hao Wu, Huiyuan Wang, Kun Wang, Weiyan Wang, Changan Ye, Yangyu Tao, Chong Chen, Xian-Sheng Hua, Xiao Luo

ICML 2023 Difference-in-Differences Meets Tree-Based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding Caizhi Tang, Huiyuan Wang, Xinyu Li, Qing Cui, Longfei Li, Jun Zhou

COLT 2023 The Aggregation–Heterogeneity Trade-Off in Federated Learning Xuyang Zhao, Huiyuan Wang, Wei Lin

NeurIPS 2022 Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding Caizhi Tang, Huiyuan Wang, Xinyu Li, Qing Cui, Ya-Lin Zhang, Feng Zhu, Longfei Li, Jun Zhou, Linbo Jiang