Publications

Safe and Interpretable Multimodal Path Planning for Multi-Agent Cooperation

Haojun Shi*, Suyu Ye*, Katherine M. Guerrerio, Jianzhi Shen, Yifan Yin, Daniel Khashabi, Chien-Ming Huang, Tianmin Shu (*equal contribution)
Preprint
Paper | Website | Code

RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users

Suyu Ye*, Haojun Shi*, Darren Shih, Hyokun Yun, Tanya Roosta, Tianmin Shu (*equal contribution)
AAAI 2026
Paper | Website | 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 (*equal contribution)
AAAI 2025 (Oral)
Paper | Website | Code

Assessing the limitations of relief-based algorithms in detecting higher-order interactions

Philip J. Freda, Suyu Ye, Robert Zhang, Jason H. Moore, Ryan J. Urbanowicz
BioData Mining
Paper