Kongcheng Zhang

According to our database, Kongcheng Zhang authored at least 10 papers between 2024 and 2026.

Collaborative distances:

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

2026

Experience is the Best Teacher: Motivating Effective Exploration in Reinforcement Learning for LLMs.

Wenjian Zhang, Kongcheng Zhang, Jiaxin Qi, Baisheng Lai, Jianqiang Huang

CoRR, March, 2026

2025

Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction Following.

Kongcheng Zhang, Qi Yao, Shunyu Liu, Wenjian Zhang, Min Cen, Yang Zhou, Wenkai Fang, Yiru Zhao, Baisheng Lai, Mingli Song

CoRR, December, 2025

Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning.

Yang Zhou, Sunzhu Li, Shunyu Liu, Wenkai Fang, Jiale Zhao, Jingwen Yang, Jianwei Lv, Kongcheng Zhang, Yihe Zhou, Hengtong Lu, Wei Chen, Yan Xie, Mingli Song

CoRR, August, 2025

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning.

Kongcheng Zhang, Qi Yao, Shunyu Liu, Yingjie Wang, Baisheng Lai, Jieping Ye, Mingli Song, Dacheng Tao

CoRR, June, 2025

SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data.

Wenkai Fang, Shunyu Liu, Yang Zhou, Kongcheng Zhang, Tongya Zheng, Kai-Xuan Chen, Mingli Song, Dacheng Tao

CoRR, May, 2025

A Survey of Direct Preference Optimization.

Shunyu Liu, Wenkai Fang, Zetian Hu, Junjie Zhang, Yang Zhou, Kongcheng Zhang, Rongcheng Tu, Ting-En Lin, Fei Huang, Mingli Song, Yongbin Li, Dacheng Tao

CoRR, March, 2025

Reasoning with Reinforced Functional Token Tuning.

Kongcheng Zhang, Qi Yao, Baisheng Lai, Jiaxing Huang, Wenkai Fang, Dacheng Tao, Mingli Song, Shunyu Liu

CoRR, February, 2025

Odyssey : Empowering Minecraft Agents with Open-World Skills.

Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models.

Siyu Yan, Long Zeng, Xuecheng Wu, Chengcheng Han, Kongcheng Zhang, Chong Peng, Xuezhi Cao, Xunliang Cai, Chenjuan Guo

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Odyssey: Empowering Agents with Open-World Skills.

Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song

CoRR, 2024