A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks. - Ganqu Cui; Lifan Yuan; Bingxiang He; Yangyi Chen; Zhiyuan Liu 001; Maosong Sun 001 (NeurIPS, 2022)

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT. - Biru Zhu; Lifan Yuan; Ganqu Cui; Yangyi Chen; Chong Fu; Bingxiang He; Yangdong Deng; Zhiyuan Liu 001; Maosong Sun 001; Ming Gu 001 (EMNLP, 2023)

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents. - Cheng Qian 008; Bingxiang He; Zhong Zhuang; Jia Deng; Yujia Qin; Xin Cong; Zhong Zhang; Jie Zhou 016; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2024)

ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback. - Ganqu Cui; Lifan Yuan; Ning Ding 002; Guanming Yao; Bingxiang He; Wei Zhu 016; Yuan Ni; Guotong Xie; Ruobing Xie; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001 (ICML, 2024)

Zero-Shot Generalization during Instruction Tuning: Insights from Similarity and Granularity. - Bingxiang He; Ning Ding 002; Cheng Qian 008; Jia Deng; Ganqu Cui; Lifan Yuan; Huan-ang Gao; Huimin Chen; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

EscapeBench: Pushing Language Models to Think Outside the Box. - Cheng Qian 008; Peixuan Han; Qinyu Luo; Bingxiang He; Xiusi Chen; Yuji Zhang 002; Hongyi Du; Jiarui Yao; Xiaocheng Yang; Denghui Zhang; Yunzhu Li; Heng Ji 001 (CoRR, 2024)

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents. - Cheng Qian 008; Peixuan Han; Qinyu Luo; Bingxiang He; Xiusi Chen; Yuji Zhang 002; Hongyi Du; Jiarui Yao; Xiaocheng Yang; Denghui Zhang; Yunzhu Li; Heng Ji 001 (ACL (1), 2025)

The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning. - Bingxiang He; Ning Ding 002; Cheng Qian 008; Jia Deng; Ganqu Cui; Lifan Yuan; Haiwen Hong; Huan-ang Gao; Longtao Huang; Hui Xue 001; Huimin Chen; Zhiyuan Liu 001; et al. (ACL (Findings), 2025)

Process Reinforcement through Implicit Rewards. - Ganqu Cui; Lifan Yuan; Zefan Wang; Hanbin Wang; Wendi Li; Bingxiang He; Yuchen Fan; Tianyu Yu 002; Qixin Xu; Weize Chen; Jiarui Yuan; Huayu Chen; et al. (CoRR, 2025)

AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset. - Bingxiang He; Wenbin Zhang; Jiaxi Song; Cheng Qian 008; Zixuan Fu; Bowen Sun; Ning Ding 002; Haiwen Hong; Longtao Huang; Hui Xue 001; Ganqu Cui; Wanxiang Che; et al. (CoRR, 2025)

MiniCPM4: Ultra-Efficient LLMs on End Devices. - Chaojun Xiao; Yuxuan Li; Xu Han 007; Yuzhuo Bai; Jie Cai; Haotian Chen; Wentong Chen; Xin Cong; Ganqu Cui; Ning Ding 002; Shengda Fan; Yewei Fang; et al. (CoRR, 2025)