Publications

Jiangjie Chen, Qianyu He, Siyu Yuan, Aili Chen, Zhicheng Cai, Weinan Dai, Hongli Yu, Qiying Yu, Xuefeng Li, Jiaze Chen, Hao Zhou, Mingxuan Wang (2025). Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles. Preprint.

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ByteDance Seed (2025). Seed-Thinking-v1.5: Advancing Superb Reasoning Models with Reinforcement Learning. Preprint 2025.

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Qingyu Ren, Jie Zeng, Qianyu He, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu (2025). Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models. In ACL 2025 Findings.

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Qianyu He, Jie Zeng, Qianxi He, Jiaqing Liang, Yanghua Xiao (2024). From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models. In Conference on Empirical Methods in Natural Language Processing (EMNLP) 2024 Findings.

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Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Lida Chen, Xintao Wang, Yuncheng Huang, Haoning Ye, Zihan Li, Shisong Chen, Yikai Zhang, Zhouhong Gu, Jiaqing Liang, Yanghua Xiao (2023). Can Large Language Models Understand Real-World Complex Instructions?. In The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024).

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