Publications

Recent Preprints

Interactive Task Alignment as a POMDP
A. Dai, Z. He, Z. Zhang, A. Pentland, J. Pei.
arXiv preprint arXiv:2607.16412, 2026
[Paper] • [Google Scholar]
ChainSWE: Benchmarking Coding Agents on Multi-Bug Software Maintenance
Q. Jin, L. Tung, K. Li, Q. Shi, Y. She, H. Jia, H. Zhao, K. Xia, Z. Du, Y. Zhang, et al.
arXiv preprint arXiv:2607.02606, 2026
[Paper] • [Google Scholar]

AISPA: System Prompt Auditing for Large Language Model Applications
X. Lin, S. Zhu, S. Yang, Z. Zhang, H. Zhang, Y. Zhao, et al.
ACM EAAMO 2026
[Paper] • [Google Scholar] • [Project Page]
VTAM: Video-Tactile-Action Models for Complex Physical Interaction Beyond VLAs
H. Yuan, W. Yi, Z. Zhang, W. Chen, Y. Mo, J. Yin, X. Li, X. Zeng, C. Wen, C. Lu, et al.
World Models @ Chicago Booth 2026
[Paper] • [Google Scholar]
The Last Human-Written Paper: Agent-Native Research Artifacts
J. Liu, J. Pei, J. Huang, C. Si, A. Qu, X. Tang, R. Lu, L. Chen, X. Bai, H. Zheng, et al.
AI for Science @ ICML 2026 (Spotlight); AI4Research @ ICML 2026; AgentSkills @ ACM CAIS 2026 (Oral)
[Paper] • [Google Scholar]
CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction
B. Wang, Z. Shangguan, K. Tegtmeyer, Z. Zhang, S. Chheang, A. Cohan.
ACL 2026
[Paper] • [Google Scholar]
Interactive Evaluation Requires a Design Science
K. Xuan, P. Song, P. Lu, P. Han, W. Li, Z. Zhang, Z. He, W. Hua, M. Li, J. You, et al.
CTB @ ICML 2026
[Paper] • [Google Scholar]

ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents
Z. Zhang, T. Chen, W. Xu, A. Pentland, J. Pei.
NeurIPS 2025
[Paper] • [Google Scholar]

Sam-guided Enhanced Fine-grained Encoding with Mixed Semantic Learning for Medical Image Captioning
Z. Zhang, B. Wang, W. Liang, Y. Li, X. Guo, G. Wang, S. Li, G. Wang.
ICASSP 2024
[Paper] • [Google Scholar]