Zeye Sun

According to our database, Zeye Sun authored at least 11 papers between 2023 and 2025.

Collaborative distances:

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

2025

Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following.

Qingyu Ren, Qianyu He, Bowei Zhang, Jie Zeng, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu

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

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following.

Qingyu Ren, Qianyu He, Bowei Zhang, Jie Zeng, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu

CoRR, August, 2025

Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation.

Qianxi He, Qianyu He, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu

CoRR, February, 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

Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following.

Jie Zeng, Qianyu He, Qingyu Ren, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao

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

Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models.

Qingyu Ren, Jie Zeng, Qianyu He, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu

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

2024

Minor SFT loss for LLM fine-tune to increase performance and reduce model deviation.

Shiming Xie, Hong Chen, Fred Yu, Zeye Sun, Xiuyu Wu

CoRR, 2024

Minor DPO reject penalty to increase training robustness.

Shiming Xie, Hong Chen, Fred Yu, Zeye Sun, Xiuyu Wu, Yingfan Hu

CoRR, 2024

2023

PAI at SemEval-2023 Task 4: A General Multi-label Classification System with Class-balanced Loss Function and Ensemble Module.

Long Ma, Zeye Sun, Jiawei Jiang, Xuan Li

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023