Yao-Yuan Yang

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Kamalika ChaudhuriProfessor of Computer Science, UCSD. Research Scientist, Meta AIVerified email at ucsd.edu
Cyrus RashtchianGoogle ResearchVerified email at eng.ucsd.edu
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu
Hongyang ZhangAssistant Professor of Computer Science, University of WaterlooVerified email at uwaterloo.ca
Hsuan-Tien LinProfessor of Computer Science and Information Engineering, National Taiwan UniversityVerified email at csie.ntu.edu.tw
Shinji WatanabeCarnegie Mellon UniversityVerified email at cmu.edu
Zhaoheng NiMeta Reality LabsVerified email at meta.com
Hong-Min ChuDepartment of Computer Science, University of MarylandVerified email at cs.umd.edu
Angel Hsing-Chi HwangCornell UniversityVerified email at cornell.edu
Preetum NakkiranApple ML ResearchVerified email at cs.harvard.edu
Yaodong YuUniversity of California, BerkeleyVerified email at berkeley.edu
Michal MoshkovitzTel-Aviv UniversityVerified email at mail.tau.ac.il
Chi-Ning ChouFlatiron InstituteVerified email at flatironinstitute.org
Kuan-Hao HuangPostdoctoral Researcher, UIUCVerified email at illinois.edu
Chien-Te WuInternational Research Center for Neurointelligence, University of TokyoVerified email at ircn.jp

Yao-Yuan Yang

DeepMind

Verified email at deepmind.com - Homepage

machine learning adversarial learning trustworthy machine learning out-of-distribution spurious correlation


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A closer look at accuracy vs. robustness YY Yang, C Rashtchian, H Zhang, R Salakhutdinov, K Chaudhuri Advances in Neural Information Processing Systems 33, 2020	262*	2020
TorchAudio: Building blocks for audio and speech processing YY Yang, M Hira, Z Ni, A Chourdia, A Astafurov, C Chen, CF Yeh, ... IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021	128	2021
libact: Pool-based active learning in python YY Yang, SC Lee, YA Chung, TE Wu, SA Chen, HT Lin arXiv preprint arXiv:1710.00379, 2017	60	2017
Robustness for Non-Parametric Classification: A Generic Attack and Defense YY Yang, C Rashtchian, Y Wang, K Chaudhuri International Conference on Artificial Intelligence and Statistics, 941--951, 2020	57*	2020
Deep learning with a rethinking structure for multi-label classification YY Yang, YA Lin, HM Chu, HT Lin Asian Conference on Machine Learning, 125-140, 2019	37	2019
Connecting interpretability and robustness in decision trees through separation M Moshkovitz, YY Yang, K Chaudhuri International Conference on Machine Learning, 7839-7849, 2021	17	2021
Understanding Rare Spurious Correlations in Neural Networks YY Yang, CN Chou, K Chaudhuri arXiv preprint arXiv:2202.05189, 2022	15	2022
What you see is what you get: Principled deep learning via distributional generalization B Kulynych, YY Yang, Y Yu, J Błasiok, P Nakkiran Advances in Neural Information Processing Systems 35, 2168-2183, 2022	9*	2022
Pablo: Helping novices debug python code through data-driven fault localization B Cosman, M Endres, G Sakkas, L Medvinsky, YY Yang, R Jhala, ... Proceedings of the 51st ACM Technical Symposium on Computer Science …, 2020	9	2020
Hide and seek: Choices of virtual backgrounds in video chats and their effects on perception AHC Hwang, CY Wang, YY Yang, AS Won Proceedings of the ACM on Human-Computer Interaction 5 (CSCW2), 1-30, 2021	8	2021
Cost-Sensitive Reference Pair Encoding for Multi-Label Learning YY Yang, KH Huang, CW Chang, HT Lin Pacific-Asia Conference on Knowledge Discovery and Data Mining, 143--155, 2018	6*	2018
Probing Predictions on OOD Images via Nearest Categories YY Yang, C Rashtchian, R Salakhutdinov, K Chaudhuri Transactions on Machine Learning Research, 2023	3*	2023
Person-identifying brainprints are stably embedded in EEG mindprints YY Yang, AHC Hwang, CT Wu, TR Huang Scientific Reports 12 (1), 17031, 2022	3	2022
A Principled Approach to Trustworthy Machine Learning YY Yang University of California, San Diego, 2022		2022
Adversarial Robustness YY Yang		2021

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