| 2025 | ACL | CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents. | Tianqi Xu, Linyao Chen, Dai-Jie Wu, Yanjun Chen, Zecheng Zhang, Xiang Yao, Zhiqiang Xie, Yongchao Chen, Shilong Liu, Bochen Qian, Anjie Yang, Zhaoxuan Jin, Jianbo Deng, Philip Torr, Bernard Ghanem, Guohao Li |
| 2025 | ICLR | Steering Large Language Models between Code Execution and Textual Reasoning. | Yongchao Chen, Harsh Jhamtani, Srinagesh Sharma, Chuchu Fan, Chi Wang |
| 2025 | ICML | CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance. | Yongchao Chen, Yilun Hao, Yueying Liu, Yang Zhang, Chuchu Fan |
| 2025 | IROS | Code-as-Symbolic-Planner: Foundation Model-Based Robot Planning via Symbolic Code Generation. | Yongchao Chen, Yilun Hao, Yang Zhang, Chuchu Fan |
| 2025 | NAACL | Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools. | Yilun Hao, Yongchao Chen, Yang Zhang, Chuchu Fan |
| 2024 | CEC | Enhancing Imbalanced Classification with Support Vector Machines via Evolutionary Oversampling Algorithms. | Haiwei Wang, Yongchao Chen, Chenchen Zhang, Yaqing Hou, Xiangrong Tong, Qiang Zhang |
| 2024 | EMNLP | PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling. | Yongchao Chen, Jacob Arkin, Yilun Hao, Yang Zhang, Nicholas Roy, Chuchu Fan |
| 2024 | ICRA | AutoTAMP: Autoregressive Task and Motion Planning with LLMs as Translators and Checkers. | Yongchao Chen, Jacob Arkin, Charles Dawson, Yang Zhang, Nicholas Roy, Chuchu Fan |
| 2024 | ICRA | Scalable Multi-Robot Collaboration with Large Language Models: Centralized or Decentralized Systems? | Yongchao Chen, Jacob Arkin, Yang Zhang, Nicholas Roy, Chuchu Fan |
| 2023 | CEC | Surrogate-Assisted Morphology Optimization by Genetic Algorithms. | Jinlin Jiang, Yongchao Chen, Wenbin Pei, Junxiang Zhang, Yaqing Hou, Hongwei Ge, Liang Feng |
| 2023 | EMNLP | NL2TL: Transforming Natural Languages to Temporal Logics using Large Language Models. | Yongchao Chen, Rujul Gandhi, Yang Zhang, Chuchu Fan |