| 2026 | AAAI | Key Decision-Makers in Multi-Agent Debates: Who Holds the Power? | Qian Zhang, Jinyi Liu, Yan Zheng, Hebin Liang, Lanjun Wang |
| 2026 | WWW | AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search. | Hebin Liang, Jianye Hao, Jinyi Liu, Yi Ma, Zilin Cao, Jing Liang, Kun Shao, Zhaocheng Du, Fei Ni, Yifu Yuan, Yan Zheng |
| 2024 | ICLR | Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback. | Yifu Yuan, Jianye Hao, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, Yan Zheng |
| 2024 | ICML | Rethinking Decision Transformer via Hierarchical Reinforcement Learning. | Yi Ma, Jianye Hao, Hebin Liang, Chenjun Xiao |
| 2023 | AAAI | SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem. | Hebin Liang, Yi Ma, Zilin Cao, Tianyang Liu, Fei Ni, Zhigang Li, Jianye Hao |
| 2023 | CIKM | A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving. | Hebin Liang, Zibin Dong, Yi Ma, Xiaotian Hao, Yan Zheng, Jianye Hao |