Yang, Yao-Yuan

8 publications

TMLR 2023 Probing Predictions on OOD Images via Nearest Categories Yao-Yuan Yang, Cyrus Rashtchian, Ruslan Salakhutdinov, Kamalika Chaudhuri

ICMLW 2022 Understanding Rare Spurious Correlations in Neural Networks Yao-Yuan Yang, Chi-Ning Chou, Kamalika Chaudhuri

NeurIPS 2022 What You See Is What You Get: Principled Deep Learning via Distributional Generalization Bogdan Kulynych, Yao-Yuan Yang, Yaodong Yu, Jarosław Błasiok, Preetum Nakkiran

NeurIPSW 2022 What You See Is What You Get: Principled Deep Learning via Distributional Generalization Bogdan Kulynych, Yao-Yuan Yang, Yaodong Yu, Jaroslaw Blasiok, Preetum Nakkiran

ICML 2021 Connecting Interpretability and Robustness in Decision Trees Through Separation Michal Moshkovitz, Yao-Yuan Yang, Kamalika Chaudhuri

NeurIPS 2020 A Closer Look at Accuracy vs. Robustness Yao-Yuan Yang, Cyrus Rashtchian, Hongyang Zhang, Ruslan Salakhutdinov, Kamalika Chaudhuri

AISTATS 2020 Robustness for Non-Parametric Classification: A Generic Attack and Defense Yao-Yuan Yang, Cyrus Rashtchian, Yizhen Wang, Kamalika Chaudhuri

ACML 2019 Deep Learning with a Rethinking Structure for Multi-Label Classification Yao-Yuan Yang, Yi-An Lin, Hong-Min Chu, Hsuan-Tien Lin