Publications

(* denotes equal contribution; † denotes project lead)

AutoToM : Automated Bayesian Inverse Planning and Model Discovery for Open-ended Theory of Mind
Zhining Zhang*, Chuanyang Jin*†, Mung Yao Jia*, Tianmin Shu
Preprint
paper / project / code

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Qiushi Sun*, Kanzhi Cheng*, Zichen Ding*, Chuanyang Jin*, Yian Wang, Fangzhi Xu, Zhenyu Wu, Chengyou Jia, Liheng Chen, Zhoumianze Liu, Ben Kao, Guohao Li, Junxian He, Yu Qiao, Zhiyong Wu
Preprint
paper / project / code

MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
Haojun Shi*, Suyu Ye*, Xinyu Fang, Chuanyang Jin, Leyla Isik, Yen-Ling Kuo, Tianmin Shu
AAAI 2025 (Oral)
paper / project / code

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

How Far Are We From AGI?
Tao Feng*, Chuanyang Jin*, Jingyu Liu*, Kunlun Zhu*, Haoqin Tu, Zirui Cheng, Guanyu Lin, Jiaxuan You
TMLR 2024 / ICLR 2024 AGI Workshop (Oral)
paper / project

Neural Amortized Inference for Nested Multi-agent Reasoning
Kunal Jha, Tuan Anh Le, Chuanyang Jin, Yen-Ling Kuo, Joshua Tenenbaum, Tianmin Shu
AAAI 2024 / AAAI 2024 Summer Symposium (Oral)
paper / project / code / slides

Beyond the Binary: Capturing Diverse Preferences With Reward Regularization
Vishakh Padmakumar*, Chuanyang Jin*, Hannah Rose Kirk*, He He
NeurIPS 2024 SoLaR Workshop
paper / code

Dynamics of RNA Localization to Nuclear Speckles are Connected to Splicing Efficiency
Jinjun Wu*, Yu Xiao*, Yunzheng Liu*, Li Wen, Chuanyang Jin, Shun Liu, Sneha Paul, Chuan He, Oded Regev, Jingyi Fei
Science Advances 2024
paper