Hebin Liang

According to our database, Hebin Liang authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

Proceedings of the ACM Web Conference 2026, 2026

Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?

Qian Zhang, Jinyi Liu, Yan Zheng, Hebin Liang, Lanjun Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models.

Jinyi Liu, Yan Zheng, Rong Cheng, Qiyu Wu, Wei Guo, Fei Ni, Hebin Liang, Yifu Yuan, Hangyu Mao, Fuzheng Zhang, Jianye Hao

CoRR, March, 2025

2024

Rethinking Decision Transformer via Hierarchical Reinforcement Learning.

Yi Ma, Jianye Hao, Hebin Liang, Chenjun Xiao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving.

Hebin Liang, Zibin Dong, Yi Ma, Xiaotian Hao, Yan Zheng, Jianye Hao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome.

Amir Rasouli, Soheil Alizadeh, Iuliia Kotseruba, Yi Ma, Hebin Liang, Yuan Tian, Zhiyu Huang, Haochen Liu, Jingda Wu, Randy Goebel, Tianpei Yang, Matthew E. Taylor, Liam Paull, Xi Chen

Proceedings of the NeurIPS 2022 Competition Track, 2021