CV
Education
- Ph.D. in University of Illinois Urbana-Champaign, IL, USA, 2019 - 2024
- B.S. in Tsinghua University, Beijing, China, 2014 - 2018
Work experience
- Jun 2024 - Now: ByteDance AI4Science, Seattle, USA.
- Research Scientist.
- May 2023 - Aug 2023: ByteDance AI4Science, San Jose, USA.
- Research Intern, supervised by Yuwei Yang and Quanquan Gu.
- Explored optimization-based 3D molecular generative models.
- May 2022 - Oct 2022: ByteDance AI Lab, Remote.
- Research Intern, supervised by Yuwei Yang and Yu Bao.
- Developed a new diffusion model with decomposed priors for structure-based drug design.
- Presented this work in a ICML 2023 submission.
- May 2020 - Aug 2020: Tencent AI Lab, Seattle, USA.
- Research Intern, supervised by Liwei Wang and Jianqiao Zhao.
- Built a large-scale Chinese dialogue generation pretrain framework.
- Focused on dialogue generation with reinforcement learning.
Publications
See the full list in Publications
Awards & Honors
- 2021 MMLI Retreat Poster Session Winner
- 2018 Excellent Graduate of Department of Automation (25 of 150+)
- 2017 Honorable Mention, Mathematical Contest in Modeling (MCM), COMAP
- 2015, 2016 Tsinghua Alumni Scholarship (For excellent academic performance, top 10%)
- 2015 Tsinghua Scholarship (For excellent performance in social activities)
- 2015 Tsinghua University Outstanding Student Leader
Skills
- Programming Languages: Python, Matlab, C/C++, C#
- Framework & Tools: PyTorch, Tensorflow, Caffe, Git, ROS, OpenCV
Services
- Reviewer of Conferences: ICML, ICLR, NeurIPS, CVPR, AAAI
- Reviewer of Journals: Nature Computational Science