Yao-Yuan is currently working in DeepMind. He received his Ph.D. from Computer Science and Engineering department of UCSD, advised by Professor Kamalika Chaudhuri. His thesis was on trustworthy machine learning, which includes topics such as adversarial examples, interpretability, and spurious correlations. Prior to joining UCSD, he received his B.S. in Computer Science from National Taiwan University in 2016.
Here are my CV, research statement, and three representative papers (paper1, paper2, paper3).
Here are some problems he previously worked on:
Yao-Yuan Yang, Chi-Ning Chou, and Kamalika Chaudhuri, in submission, 2022, [bib] [arxiv] [code]
Yao-Yuan Yang, Shao-Chuan Lee, Yu-An Chung, Tung-En Wu, Si-An Chen, and Hsuan-Tien Lin, 2017, [bib] [arxiv] [code]
Yao-Yuan Yang, Cyrus Rashtchian, Ruslan Salakhutdinov, and Kamalika Chaudhuri, in Transactions on Machine Learning Research, 2023, [bib] [arxiv] [code]
Bogdan Kulynych*, Yao-Yuan Yang*, Yaodong Yu, Jarosław Błasiok, and Preetum Nakkiran, in NeurIPS, 2022, [bib] [arxiv] [code]
Yao-Yuan Yang, Angel Hsing-Chi Hwang, Chien-Te Wu, and Tsung-Ren Huang, in Scientific Reports, 2022, [bib] [url]
Yao-Yuan Yang*, Moto Hira*, Zhaoheng Ni*, Anjali Chourdia, Artyom Astafurov, Caroline Chen, Ching-Feng Yeh, Christian Puhrsch, David Pollack, Dmitriy Genzel, Donny Greenberg, Edward Z. Yang, Jason Lian, Jay Mahadeokar, Jeff Hwang, Ji Chen, Peter Goldsborough, Prabhat Roy, Sean Narenthiran, Shinji Watanabe, Soumith Chintala, Vincent Quenneville-Bélair, and Yangyang Shi, in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, [bib] [arxiv] [code]
Angel Hsing-Chi Hwang, Cheng Yao Wang, Yao-Yuan Yang, and Andrea Stevenson Won, in Proceedings of the 2021 ACM Conference on Computer Supported Cooperative Work (CSCW), 2021, [bib] [pdf] [video] [url]
Michal Moshkovitz, Yao-Yuan Yang, and Kamalika Chaudhuri, in Proceedings of International Conference on Machine Learning (ICML), 2021, [bib] [arxiv] [code]
Yao-Yuan Yang*, Cyrus Rashtchian*, Hongyang Zhang, Ruslan Salakhutdinov, and Kamalika Chaudhuri, in Proceedings of Neural Information Processing Systems (NeurIPS), 2020, [bib] [arxiv] [code]
Yao-Yuan Yang*, Cyrus Rashtchian*, Yizhen Wang, and Kamalika Chaudhuri, in Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS), 2020, [bib] [arxiv] [code]
Benjamin Cosman, Madeline Endres, Georgios Sakkas, Leon Medvinsky, Yao-Yuan Yang, Ranjit Jhala, Kamalika Chaudhuri, and Westley Weimer, in Proceedings of the Special Interest Group on Computer Science Education (SIGCSE), 2020, [bib] [pdf]
Yao-Yuan Yang, Yi-An Lin, Hong-Min Chu, and Hsuan-Tien Lin, in Proceedings of the Asian Conference on Machine Learning (ACML), 2019, [bib] [arxiv] [code]
Yao-Yuan Yang, Kuan-Hao Huang, Chih-Wei Chang, and Hsuan-Tien Lin, in Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2018, [bib] [arxiv] [pdf] [code]