Cao, Yuzhou

13 publications

NeurIPS 2025 Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel–Young Losses Yuzhou Cao, Han Bao, Lei Feng, Bo An

AISTATS 2024 Consistent Hierarchical Classification with a Generalized Metric Yuzhou Cao, Lei Feng, Bo An

ICLR 2024 Consistent Multi-Class Classification from Multiple Unlabeled Datasets Zixi Wei, Senlin Shu, Yuzhou Cao, Hongxin Wei, Bo An, Lei Feng

ICML 2024 Exploiting Human-AI Dependence for Learning to Defer Zixi Wei, Yuzhou Cao, Lei Feng

AISTATS 2024 Mitigating Underfitting in Learning to Defer with Consistent Losses Shuqi Liu, Yuzhou Cao, Qiaozhen Zhang, Lei Feng, Bo An

ICLR 2024 On the Vulnerability of Adversarially Trained Models Against Two-Faced Attacks Shengjie Zhou, Lue Tao, Yuzhou Cao, Tao Xiang, Bo An, Lei Feng

AISTATS 2023 Consistent Complementary-Label Learning via Order-Preserving Losses Shuqi Liu, Yuzhou Cao, Qiaozhen Zhang, Lei Feng, Bo An

NeurIPS 2023 In Defense of SoftMax Parametrization for Calibrated and Consistent Learning to Defer Yuzhou Cao, Hussein Mozannar, Lei Feng, Hongxin Wei, Bo An

NeurIPS 2023 On the Importance of Feature Separability in Predicting Out-of-Distribution Error Renchunzi Xie, Hongxin Wei, Lei Feng, Yuzhou Cao, Bo An

NeurIPS 2023 Regression with Cost-Based Rejection Xin Cheng, Yuzhou Cao, Haobo Wang, Hongxin Wei, Bo An, Lei Feng

ICML 2023 Weakly Supervised Regression with Interval Targets Xin Cheng, Yuzhou Cao, Ximing Li, Bo An, Lei Feng

NeurIPS 2022 Generalizing Consistent Multi-Class Classification with Rejection to Be Compatible with Arbitrary Losses Yuzhou Cao, Tianchi Cai, Lei Feng, Lihong Gu, Jinjie Gu, Bo An, Gang Niu, Masashi Sugiyama

ICML 2021 Learning from Similarity-Confidence Data Yuzhou Cao, Lei Feng, Yitian Xu, Bo An, Gang Niu, Masashi Sugiyama