Can Large Language Models Understand Real-World Complex Instructions? - Qianyu He; Jie Zeng 003; Wenhao Huang; Lina Chen; Jin Xiao; Qianxi He; Xunzhe Zhou; Lida Chen; Xintao Wang 001; Yuncheng Huang; Haoning Ye; Zihan Li; et al. (CoRR, 2023)

Can Large Language Models Understand Real-World Complex Instructions? - Qianyu He; Jie Zeng 003; Wenhao Huang; Lina Chen; Jin Xiao; Qianxi He; Xunzhe Zhou; Jiaqing Liang; Yanghua Xiao (AAAI, 2024)

From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models. - Qianyu He; Jie Zeng 003; Qianxi He; Jiaqing Liang; Yanghua Xiao (EMNLP (Findings), 2024)

Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models. - Qingyu Ren; Jie Zeng 003; Qianyu He; Jiaqing Liang; Yanghua Xiao; Weikang Zhou; Zeye Sun; Fei Yu (ACL (Findings), 2025)

Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following. - Jie Zeng 003; Qianyu He; Qingyu Ren; Jiaqing Liang; Weikang Zhou; Zeye Sun; Fei Yu; Yanghua Xiao (ACL (Findings), 2025)

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following. - Qingyu Ren; Qianyu He; Bowei Zhang; Jie Zeng 003; Jiaqing Liang; Yanghua Xiao; Weikang Zhou; Zeye Sun; Fei Yu (CoRR, 2025)