Jinyi Han

According to our database, Jinyi Han authored at least 11 papers in 2025.

Collaborative distances:

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

2025

HINT: Helping Ineffective Rollouts Navigate Towards Effectiveness.

Xinyi Wang, Jinyi Han, Zishang Jiang, Tingyun Li, Jiaqing Liang, Sihang Jiang, Zhaoqian Dai, Shuguang Ma, Fei Yu, Yanghua Xiao

CoRR, October, 2025

Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs.

Zishang Jiang, Jinyi Han, Tingyun Li, Xinyi Wang, Sihang Jiang, Jiaqing Liang, Zhaoqian Dai, Shuguang Ma, Fei Yu, Yanghua Xiao

CoRR, October, 2025

Your Models Have Thought Enough: Training Large Reasoning Models to Stop Overthinking.

Jinyi Han, Ying Huang, Ying Liao, Zishang Jiang, Xikun Lu, Haiquan Zhao, Xinyi Wang, Guanghao Zhou, Sihang Jiang, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao

CoRR, September, 2025

A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models.

Jinyi Han, Xinyi Wang, Haiquan Zhao, Tingyun Li, Zishang Jiang, Sihang Jiang, Jiaqing Liang, Xin Lin, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao

CoRR, August, 2025

Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation.

Jinyi Han, Tingyun Li, Shisong Chen, Jie Shi, Xinyi Wang, Guanglei Yue, Jiaqing Liang, Xin Lin, Liqian Wen, Zulong Chen, Yanghua Xiao

CoRR, August, 2025

CoCoB: Adaptive Collaborative Combinatorial Bandits for Online Recommendation.

Cairong Yan, Jinyi Han, Jin Ju, Yanting Zhang, Zijian Wang, Xuan Shao

CoRR, May, 2025

CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory.

Haokun Zhao, Jinyi Han, Jiaqing Liang, Yanghua Xiao

CoRR, January, 2025

DEval: Enhancing Large Language Models' Decoding with Evaluation for Better Generation.

Ziqin Luo, Jinyi Han, Haokun Zhao, Dixuan Wang, Guochao Jiang, Jiaqing Liang, Deqing Yang

Proceedings of the International Joint Conference on Neural Networks, 2025

Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models.

Chengyu Du, Jinyi Han, Yizhou Ying, Aili Chen, Qianyu He, Haokun Zhao, Haoran Guo, Sirui Xia, Jiaqing Liang, Zulong Chen, Liangyue Li, Yanghua Xiao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes.

Haokun Zhao, Jinyi Han, Jie Shi, Chengyu Du, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory.

Haokun Zhao, Jinyi Han, Jiaqing Liang, Yanghua Xiao, Xiaojun Meng, Jiansheng Wei

Proceedings of the Findings of the Association for Computational Linguistics, 2025