About

I am a 1st-year CS PhD student at Johns Hopkins University, advised by Prof. Tianmin Shu. I obtained my B.A. in Honors CS and Mathematics from New York University, where I received CS Prize for the Most Promising Student. Previously, I was a research intern at Massachusetts Institute of Technology and Shanghai AI Lab.

Here are some research directions I’m excited about:

  • Deliberate Reasoning: combine language models, agent models, and world models in a cognitively grounded way, and promote more robust and versatile reasoning across multiple modalities.

  • AI Agents: build the next generation of language agents that can interact with the world through reasoning, planning, managing memory, and learning from human and environment feedback.

  • Social Intelligence: create agents that can perceive, reason about, learn from, and respond to affect, behavior, and cognition of humans or other agents, and foster strategic collaborations among agents.

Besides academics, I enjoy roaming in movies and books. I am an avid reader of scientific fiction and history, as well as a dedicated writer read by more than 17,000,000 times on different platforms. I also enjoy playing “Go”, piano, badminton, hiking and so much more.

News

  • [Sep, 2024] Invited talk at University of Washinton
  • [Aug, 2024] MMToM-QA (slides) won the Outstanding Paper Award at ACL 2024!
  • [May, 2024] Released our position paper for ICLR 2024 AGI Workshop
  • [May, 2023] Released badge – SOTA diffusion models with 2x speedup
  • [Apr, 2023] Received NYU Computer Science Prize for the Most Promising Student

Selected Publications

For a more complete list, see the publication page, or my Google Scholar page.

MMToM-QA: Multimodal Theory of Mind Question Answering
Chuanyang Jin, Yutong Wu, Jing Cao, Jiannan Xiang, Yen-Ling Kuo, Zhiting Hu, Tomer Ullman, Antonio Torralba, Joshua Tenenbaum, Tianmin Shu
ACL 2024 (Outstanding Paper Award)
paper / project / code / slides / news
publication teaser
How Far Are We From AGI?
Tao Feng*, Chuanyang Jin*, Jingyu Liu*, Kunlun Zhu*, Haoqin Tu, Zirui Cheng, Guanyu Lin, Jiaxuan You
TMLR 2024
Position Paper for ICLR 2024 AGI Workshop
paper / project
publication teaser
Neural Amortized Inference for Nested Multi-agent Reasoning
Kunal Jha, Tuan Anh Le, Chuanyang Jin, Yen-Ling Kuo, Joshua Tenenbaum, Tianmin Shu
AAAI 2024
Presented at AAAI Summer Symposium (Oral)
paper / project / code / slides

You can also check out the project page to view my undergrad and high school projects. A mountain of gratitude to those who have kindly mentored me and inspired me with their vision and passion!

Selected Honors & Awards

  • Outstanding Paper Award, ACL 2024
  • NYU Presidential Honors Scholar and Summa cum Laude (Top 5%), 2024
  • NYU Computer Science Prize for the Most Promising Student (1 person/year), 2023
  • NYU Dean’s Undergraduate Research Fund, 2023
  • COMAP International Scholarship Award (Top 0.1%), 2022
  • MAA Award in Mathematical Contest in Modeling (Top 0.1%), 2022
  • Distinguished Honor Roll of American Mathematics Contest (Top 1%), 2020
  • Bronze Medal of Shing-Tung Yau Computer Science Award (Top 1%), 2019
  • Finalist of FIRST Robotics Competition World Championship (Top 0.2%), 2019
  • NFLS Outstanding Student Leader Award and Zhou Enlai Scholarship (Top 3%), 2019
  • First Prize of Chinese Mathematical Olympiad (Top 0.1%), 2018

© 2023 Chuanyang Jin. All rights reserved.
Powered by Hydejack v9.1.6