Qingyu Ren

According to our database, Qingyu Ren authored at least 9 papers between 2025 and 2026.

Collaborative distances:

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

2026

SEIF: Self-Evolving Reinforcement Learning for Instruction Following.

Qingyu Ren, Qianyu He, Jiajie Zhu, Xingzhou Chen, Jingwen Chang, Zeye Sun, Han Xia, Fei Yu, Jiaqing Liang, Yanghua Xiao

CoRR, May, 2026

From Coarse to Fine: Benchmarking and Reward Modeling for Writing-Centric Generation Tasks.

Qingyu Ren, Tianjun Pan, Xingzhou Chen, Xuhong Wang

CoRR, April, 2026

LSRIF: Logic-Structured Reinforcement Learning for Instruction Following.

Qingyu Ren, Qianyu He, Jingwen Chang, Jie Zeng, Jiaqing Liang, Yanghua Xiao, Han Xia, Zeye Sun, Fei Yu

CoRR, January, 2026

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

Qingyu Ren, Qianyu He, Powei Chang, Jie Zeng, Zeye Sun, Fei Yu, Jiaqing Liang, Yanghua Xiao

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

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

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

Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning.

Qianxi He, Qingyu Ren, Shanzhe Lei, Xuhong Wang, Yingchun Wang

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