Yao-Yuan Yang

Cited by

	All	Since 2019
Citations	831	819
h-index	10	10
i10-index	10	10

240

120

180

201720182019202020212022202320243 7 13 49 101 219 232 204

Public access

View all

8 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Kamalika ChaudhuriUCSD, MetaVerified 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
Moto HiraMeta Platforms, IncVerified email at fb.com
Preetum NakkiranApple ML ResearchVerified email at cs.harvard.edu
Yaodong YuUniversity of California, BerkeleyVerified email at berkeley.edu
Jarosław BłasiokETHVerified email at inf.ethz.ch
Angel Hsing-Chi HwangUniversity of Southern CaliforniaVerified email at usc.edu
Hong-Min ChuDepartment of Computer Science, University of MarylandVerified email at cs.umd.edu
Michal MoshkovitzTel-Aviv UniversityVerified email at mail.tau.ac.il
Chi-Ning ChouFlatiron InstituteVerified email at flatironinstitute.org
Kuan-Hao HuangAssistant Professor, Texas A&M UniversityVerified email at tamu.edu
Chien-Te WuDepartment of Occupational Therapy at the University of FloridaVerified email at ufl.edu

Yao-Yuan Yang

Google DeepMind

Verified email at deepmind.com - Homepage

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	357	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	195	2021
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	67*	2020
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	62	2017
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	41	2019
Connecting interpretability and robustness in decision trees through separation M Moshkovitz, YY Yang, K Chaudhuri International Conference on Machine Learning, 7839-7849, 2021	24	2021
Understanding Rare Spurious Correlations in Neural Networks YY Yang, CN Chou, K Chaudhuri arXiv preprint arXiv:2202.05189, 2022	23	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	19*	2022
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	14	2021
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	12	2020
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	7*	2018
Mitigating llm hallucinations via conformal abstention YA Yadkori, I Kuzborskij, D Stutz, A György, A Fisch, A Doucet, ... arXiv preprint arXiv:2405.01563, 2024	4	2024
Person-identifying brainprints are stably embedded in EEG mindprints YY Yang, AHC Hwang, CT Wu, TR Huang Scientific Reports 12 (1), 17031, 2022	4	2022
Probing Predictions on OOD Images via Nearest Categories YY Yang, C Rashtchian, R Salakhutdinov, K Chaudhuri Transactions on Machine Learning Research, 2023	2*	2023
A Principled Approach to Trustworthy Machine Learning YY Yang University of California, San Diego, 2022		2022
Adversarial Robustness YY Yang		2021

The system can't perform the operation now. Try again later.

Articles 1–16

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors