Chengyang Ying (应铖阳)

I’m Chengyang Ying, a fourth-year Ph.D. student of TSAIL Group in the Department of Computer Science and Technology, Tsinghua University, advised by Prof. Jun Zhu and A/Prof. Hang Su. My research interest includes machine learning, reinforcement learning, Embodied AI, and AI for science.

Before that, I obtained my Bachelor of Science degree from the Department of Mathematical Sciences of Tsinghua University in July 2021, majored in Mathematics and minored in Computer Application.

My curriculum vitae is here.

Email: ycy21@mails.tsinghua.edu.cn; yingcy17@gmail.com

Paper reading list of part recent research on Single Agent RL

Publications

Worshop Papers & Preprints

  • Task Aware Dreamer for Task Generalization in Reinforcement Learning
    Chengyang Ying, Zhongkai Hao, Xinning Zhou, Hang Su, Songming Liu, Dong Yan, Jun Zhu
    [arXiv]

  • Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications
    Zhongkai Hao, Songming Liu, Yichi Zhang, Chengyang Ying, Yao Feng, Hang Su, Jun Zhu
    [arXiv]

  • Strategically-timed State-Observation Attacks on Deep Reinforcement Learning Agents
    You Qiaoben, Xinning Zhou, Chengyang Ying, Jun Zhu
    ICML 2021 Workshop on Adversarial Machine Learning, 2021

Services

Reviewer for ICML 2022, 2024, NeurIPS 2022, 2023, 2024, ICLR 2024, 2025, IJCAI 2024, AAAI 2025, CVPR 2024, 2025, AISTATS 2025, ISIT 2024, TCSVT

Selected Awards

  • Beijing Outstanding Gradates, 2021.6
  • Tsinghua Excellent Gradates, Tsinghua University, 2021.6
  • China National Scholarship, Tsinghua University, 2018.10
  • The first prize of “Gao Jiao She Bei”national mathematical modeling competition for College Students, 2018.10
  • Silver Award of Chinese Mathematical Olympiad (CMO), 2016.11

Teaching

  • 2024 Fall, TA in Advanced Machine Learning, instructed by Prof. Jie Tang and Prof. Jun Zhu
  • 2022 Spring, TA in Deep Learning, instructed by A/Prof. Xiaolin Hu and Prof. Jun Zhu
  • 2022 Spring, TA in Statistical Machine Learning, instructed by Prof. Jun Zhu
  • 2021 Spring & 2021 Fall & 2023 Spring & 2024 Spring, TA in Discrete mathematics for Computer Science, instructed by A/Prof. Hang Su

Miscellaneous

Reading group slides:


Last update: September 2024 by Chengyang Ying