Work Experience

• University of Wisconsin-Madison (August 2020 - Current)
  Assistant Professor in Computer Science, Madison, WI


• Stanford University (August 2019 - July 2020)
  Postdoctoral Research Fellow, Stanford, CA


• Facebook AI (Oct 2017 - April 2019)
  Research Scientist, Menlo Park, CA


• Google AI (May 2016 - Aug 2016)
  Research Intern, Mountain View, CA


• Google Inc. (May 2015 - Aug 2015)
  Research Intern, Mountain View, CA

Professional Service

Workshops:

• Program Chair, ICML workshop on Uncertainty and Robustness in Deep Learning, 2019.
• Program Chair, ICML workshop on Uncertainty and Robustness in Deep Learning, 2020
• Co-organizer, ICML workshop on Uncertainty and Robustness in Deep Learning, 2021.
• Co-organizer: ICML workshop on Distribution-free Uncertainty Quantification (DFUQ) 2021.
• Co-organizer: ICML workshop on Distribution-free Uncertainty Quantification (DFUQ) 2022.
• Co-organizer: NeurIPS workshop on Robustness in Sequence Modeling 2022.
• Co-organizer: ICCV Tutorial on Reliability of Deep Learning for Real-World Deployment 2023.
• Co-organizer: ICCV Tutorial on Reliability of Deep Learning for Real-World Deployment 2023.
• Co-organizer: CVPR Workshop on Prompting in Vision, 2024.
• Co-organizer: DCAI: Data-centric Artificial Intelligence Workshop at WWW, 2024.

Conferences:

• Area Chair for ICML 2024
• Area Chair for NeurIPS 2023
• Area Chair for ICLR 2023
• Area Chair for ICML 2023
• Senior Program Committee for AAAI 2023
• Area Chair for NeurIPS 2022
• Area Chair for ICML 2022
• Senior Program Committee for AAAI 2022
• Area Chair for ICML 2021
• Area Chair for ICLR 2021
• Senior Program Committee for AAAI 2021
• Senior Program Committee for IJCAI 2021
• Area Chair for NeurIPS 2020
• Senior Program Committee for AAAI 2020
• Reviewer for ICML, ICLR 2020
• Reviewer for CVPR, 2019 & 2021
• Reviewer for ICCV, 2019
• Reviewer for NeurIPS, 2018
• Reviewer for AAAI, WiML (Women in Machine Learning Workshop), 2017
• Reviewer for NIPS, 2016

Journals reviewers for:

• IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
• IEEE Transactions on Knowledge and Data Engineering (TKDE)
• ACM Transactions on the Web (TWEB)
• IEEE Transactions on Intelligent Systems and Technology (TIST)
• IEEE Transactions on Big Data (TBD)
• Pattern Recognition (PR)
• Journal of Machine Learning for Biomedical Imaging (MELBA)
• Transaction on Machine Learning Research (TMLR)
• Journal of Machine Learning Research (JMLR)

Teaching Experience

Leadership Experience

• Technology Entrepreneurship at Cornell University (TEC Club)
  Vice President, Sep 2014 - Nov 2016


• Cornell Chinese Student and Scholar Association (CSSA)
  Vice President, Apr 2015 - Apr 2016