Education

• University of Wisconsin-Madison (2017 - 2023)
  Ph.D. in Computer Science, Madison, WI
  Advisors: Yingyu Liang & Somesh Jha


• University of Wisconsin-Madison (2017 - 2022)
  M.S. in Computer Science, Madison, WI


• Shanghai Jiao Tong University (2013 - 2017)
  B.S. in Computer Science & Technology, Shanghai, China

Work Experience

• Google (Apr 2024 - Present)
  Senior Research Scientist, Cloud AI Research, Sunnyvale, CA
  Topic: LLM agents & agentic RL for long-horizon coding and machine-learning-engineering tasks


• Amazon (Nov 2023 - Apr 2024)
  Applied Scientist, AGI Foundations, Bellevue, WA
  Topic: Responsible AI for the Amazon Nova foundation models


• Amazon (Jul 2023 - Oct 2023)
  Applied Scientist, AWS AI Labs, Bellevue, WA
  Topic: Responsible AI for the Amazon Titan Image Generator


• University of Wisconsin-Madison (Sept 2017 - Jul 2023)
  Research Assistant, Madison, WI
  Topic: Trustworthy machine learning


• Google (Sept 2022 - Jun 2023)
  Research Intern, Sunnyvale, CA
  Topic: Selective prediction and active learning


• DeepMind (May 2022 - Sept 2022)
  Research Scientist Intern, Applied Research Team, Mountain View, CA
  Topic: Continual transfer learning


• Google (May 2020 - Oct 2020)
  Research Intern, Seattle, WA
  Topic: Training and serving skew detection


• Facebook Inc. (May 2019 - Aug 2019)
  Software Engineer Intern, Bellevue, WA


• Facebook Inc. (Jun 2018 - Aug 2018)
  Software Engineer Intern, Menlo Park, CA

Professional Service

Workshops:

• Program Committee, ICML workshop on AdvML Frontiers, 2022
• Program Committee, NeurIPS workshop on Distribution Shifts, 2021
• Program Committee, ICML workshop on Uncertainty and Robustness in Deep Learning, 2021
• Program Committee, ICML workshop on Uncertainty and Robustness in Deep Learning, 2020

Journals:

• Reviewer for Transactions on Machine Learning Research (TMLR)

Conferences:

• Program Committee, IEEE SaTML, 2023-2024
• Reviewer for ICLR, 2021-2026
• Reviewer for NeurIPS, 2020-2026
• Reviewer for ICML, 2021-2026
• Reviewer for ICCV, 2021
• Reviewer for CVPR, 2021-2023