TWAG: A Topic-Guided Wikipedia Abstract Generator. - Fangwei Zhu; Shangqing Tu; Jiaxin Shi; Juanzi Li; Lei Hou 001; Tong Cui (ACL/IJCNLP (1), 2021)

UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor. - Shangqing Tu; Jifan Yu; Fangwei Zhu; Juanzi Li; Lei Hou 001; Jian-Yun Nie (COLING, 2022)

LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. - Shangqing Tu; Zheyuan Zhang; Jifan Yu; Chunyang Li; Siyu Zhang; Zijun Yao 002; Lei Hou 001; Juanzi Li (CIKM, 2023)

MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. - Jifan Yu; Mengying Lu; Qingyang Zhong; Zijun Yao 002; Shangqing Tu; Zhengshan Liao; Xiaoya Li 002; Manli Li; Lei Hou 001; Hai-Tao Zheng 002; Juanzi Li; Jie Tang 001 (SIGIR, 2023)

ChatLog: Recording and Analyzing ChatGPT Across Time. - Shangqing Tu; Chunyang Li; Jifan Yu; Xiaozhi Wang; Lei Hou 001; Juanzi Li (CoRR, 2023)

WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models. - Shangqing Tu; Yuliang Sun; Yushi Bai; Jifan Yu; Lei Hou 001; Juanzi Li (ACL (1), 2024)

KoLA: Carefully Benchmarking World Knowledge of Large Language Models. - Jifan Yu; Xiaozhi Wang; Shangqing Tu; Shulin Cao; Daniel Zhang-Li; Xin Lv; Hao Peng 015; Zijun Yao 002; Xiaohan Zhang; Hanming Li; Chunyang Li; Zheyuan Zhang; et al. (ICLR, 2024)

R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models. - Shangqing Tu; Yuanchun Wang; Jifan Yu; Yuyang Xie; Yaran Shi; Xiaozhi Wang; Jing Zhang; Lei Hou 001; Juanzi Li (KDD, 2024)

A Solution-based LLM API-using Methodology for Academic Information Seeking. - Yuanchun Wang; Jifan Yu; Zijun Yao 002; Jing Zhang 001; Yuyang Xie; Shangqing Tu; Yiyang Fu; Youhe Feng; Jinkai Zhang; Jingyao Zhang; Bowen Huang; Yuanyao Li; et al. (CoRR, 2024)

DICE: Detecting In-distribution Contamination in LLM's Fine-tuning Phase for Math Reasoning. - Shangqing Tu; Kejian Zhu; Yushi Bai; Zijun Yao 002; Lei Hou 001; Juanzi Li (CoRR, 2024)

Knowledge-to-Jailbreak: One Knowledge Point Worth One Attack. - Shangqing Tu; Zhuoran Pan; Wenxuan Wang; Zhexin Zhang; Yuliang Sun; Jifan Yu; Hongning Wang; Lei Hou 001; Juanzi Li (CoRR, 2024)

From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents. - Jifan Yu; Zheyuan Zhang; Daniel Zhang-li; Shangqing Tu; Zhanxin Hao; Rui Miao Li; Haoxuan Li 003; Yuanchun Wang; Hanming Li; Linlu Gong; Jie Cao; Jiayin Lin; et al. (CoRR, 2024)

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks. - Yushi Bai; Shangqing Tu; Jiajie Zhang; Hao Peng 015; Xiaozhi Wang; Xin Lv; Shulin Cao; Jiazheng Xu; Lei Hou 001; Yuxiao Dong; Jie Tang 001; Juanzi Li (ACL (1), 2025)

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis. - Kejian Zhu; Shangqing Tu; Zhuoran Jin; Lei Hou 001; Juanzi Li; Jun Zhao 001 (ACL (1), 2025)

SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking. - Yuanchun Wang; Jifan Yu; Zijun Yao 002; Jing Zhang 001; Yuyang Xie; Shangqing Tu; Yiyang Fu; Youhe Feng; Jinkai Zhang; Jingyao Zhang; Bowen Huang; Yuanyao Li; et al. (KDD (1), 2025)

Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination. - Daniel Zhang-Li; Zheyuan Zhang; Jifan Yu; Joy Lim Jia Yin; Shangqing Tu; Linlu Gong; Haohua Wang; Zhiyuan Liu 001; Huiqin Liu; Lei Hou 001; Juanzi Li (KDD (1), 2025)

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models. - Shangqing Tu; Yucheng Wang; Daniel Zhang-Li; Yushi Bai; Jifan Yu; Yuhao Wu; Lei Hou 001; Huiqin Liu; Zhiyuan Liu 001; Bin Xu 001; Juanzi Li (CoRR, 2025)

Shifting Long-Context LLMs Research from Input to Output. - Yuhao Wu; Yushi Bai; Zhiqing Hu; Shangqing Tu; Ming Shan Hee; Juanzi Li; Roy Ka-Wei Lee (CoRR, 2025)

LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning. - Joy Lim Jia Yin; Daniel Zhang-Li; Jifan Yu; Haoxuan Li 003; Shangqing Tu; Yuanchun Wang; Zhiyuan Liu 001; Huiqin Liu; Lei Hou 001; Juanzi Li; Bin Xu 001 (CoRR, 2025)

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos. - Kejian Zhu; Zhuoran Jin; Hongbang Yuan; Jiachun Li; Shangqing Tu; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2025)