Kongcheng Zhang

11 papers A* 2Journal 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Experience is the Best Teacher: Motivating Effective Exploration in Reinforcement Learning for LLMs. CoRR Wenjian Zhang, Kongcheng Zhang, Jiaxin Qi, Baisheng Lai, Jianqiang Huang
2025	J	`jnl`	A Survey of Direct Preference Optimization. CoRR 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
2025	J	`jnl`	Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning. CoRR 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
2025	J	`jnl`	Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning. CoRR Kongcheng Zhang, Qi Yao, Shunyu Liu, Yingjie Wang, Baisheng Lai, Jieping Ye, Mingli Song, Dacheng Tao
2025	A*	`conf`	MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models. EMNLP Siyu Yan, Long Zeng, Xuecheng Wu, Chengcheng Han, Kongcheng Zhang, Chong Peng, Xuezhi Cao, Xunliang Cai, Chenjuan Guo
2025	J	`jnl`	MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models. CoRR Siyu Yan, Long Zeng, Xuecheng Wu, Chengcheng Han, Kongcheng Zhang, Chong Peng, Xuezhi Cao, Xunliang Cai, Chenjuan Guo
2025	A*	`conf`	Odyssey : Empowering Minecraft Agents with Open-World Skills. IJCAI Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song
2025	J	`jnl`	Reasoning with Reinforced Functional Token Tuning. CoRR Kongcheng Zhang, Qi Yao, Baisheng Lai, Jiaxing Huang, Wenkai Fang, Dacheng Tao, Mingli Song, Shunyu Liu
2025	J	`jnl`	Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction Following. CoRR Kongcheng Zhang, Qi Yao, Shunyu Liu, Wenjian Zhang, Min Cen, Yang Zhou, Wenkai Fang, Yiru Zhao, Baisheng Lai, Mingli Song
2025	J	`jnl`	SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data. CoRR Wenkai Fang, Shunyu Liu, Yang Zhou, Kongcheng Zhang, Tongya Zheng, Kai-Xuan Chen, Mingli Song, Dacheng Tao
2024	J	`jnl`	Odyssey: Empowering Agents with Open-World Skills. CoRR Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song