Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge. - Bin Xiao; Chunan Shi; Xiaonan Nie; Fan Yang 132; Xiangwei Deng; Lei Su; Weipeng Chen; Bin Cui 001 (CoRR, 2024)

PAS: Data-Efficient Plug-and-Play Prompt Augmentation System. - Miao Zheng; Hao Liang; Fan Yang 132; Haoze Sun; Tianpeng Li; Lingchu Xiong; Yan Zhang 109; Youzhen Wu; Kun Li; Yanjun Shen; Mingan Lin; Tao Zhang 194; et al. (CoRR, 2024)

FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback. - Youquan Li; Miao Zheng; Fan Yang 132; Guosheng Dong; Bin Cui 001; Weipeng Chen; Zenan Zhou; Wentao Zhang 001 (CoRR, 2024)

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification. - Linzhuang Sun; Hao Liang; Jingxuan Wei; Bihui Yu; Tianpeng Li; Fan Yang 132; Zenan Zhou; Wentao Zhang 001 (ACL (1), 2025)

CFBench: A Comprehensive Constraints-Following Benchmark for LLMs. - Tao Zhang 194; Chenglin Zhu; Yanjun Shen; Wenjing Luo; Yan Zhang 109; Hao Liang; Fan Yang 132; Mingan Lin; Yujing Qiao; Weipeng Chen; Bin Cui 001; Wentao Zhang 001; et al. (ACL (1), 2025)

PAS: Plug-and-Play Prompt Augmentation System. - Miao Zheng; Hao Liang; Fan Yang 132; Bin Cui 001; Zenan Zhou; Wentao Zhang 001 (ICDE, 2025)

Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning. - Mingyang Chen; Haoze Sun; Tianpeng Li; Fan Yang 132; Hao Liang; Keer Lu; Bin Cui 001; Wentao Zhang 001; Zenan Zhou; Weipeng Chen (ICLR, 2025)