MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities. - Yubo Ma; Zehao Wang; Mukai Li; Yixin Cao 002; Meiqi Chen 001; Xinze Li 001; Wenqi Sun; Kunquan Deng; Kun Wang 056; Aixin Sun; Jing Shao (ACL (demo), 2022)

Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. - Xinze Li 001; Yixin Cao 002; Muhao Chen 001; Aixin Sun (ACL (Findings), 2023)

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. - Bosheng Ding; Chengwei Qin; Ruochen Zhao; Tianze Luo; Xinze Li 001; Guizhen Chen; Wenhan Xia; Junjie Hu 001; Anh Tuan Luu; Shafiq Joty (ACL (Findings), 2024)

Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution. - Xinze Li 001; Yixin Cao 002; Liangming Pan; Yubo Ma; Aixin Sun (ACL (Findings), 2024)

MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations. - Yubo Ma; Yuhang Zang; Liangyu Chen 005; Meiqi Chen 001; Yizhu Jiao; Xinze Li 001; Xinyuan Lu; Ziyu Liu; Yan Ma; Xiaoyi Dong; Pan Zhang 001; Liangming Pan; et al. (NeurIPS, 2024)

Long Context vs. RAG: Strategies for Processing Long Documents in LLMs. - Xinze Li 001; Yushi Bai; Bowen Jin; Fengbin Zhu; Liangming Pan; Yixin Cao 002 (SIGIR, 2025)

Long Context vs. RAG for LLMs: An Evaluation and Revisits. - Xinze Li 001; Yixin Cao 002; Yubo Ma; Aixin Sun (CoRR, 2025)

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks. - Yixin Cao 002; Shibo Hong; Xinze Li 001; Jiahao Ying; Yubo Ma; Haiyuan Liang; Yantao Liu; Zijun Yao 002; Xiaozhi Wang; Dan Huang; Wenxuan Zhang 001; Lifu Huang; et al. (CoRR, 2025)

What Do LLM Agents Know About Their World? Task2Quiz: A Paradigm for Studying Environment Understanding. - Siyuan Liu; Hongbang Yuan; Xinze Li 001; Ziyue Zhu; Yixin Cao 002; Yu-Gang Jiang 001 (CoRR, 2026)

EMemBench: Interactive Benchmarking of Episodic Memory for VLM Agents. - Xinze Li 001; Ziyue Zhu; Siyuan Liu; Yubo Ma; Yuhang Zang; Yixin Cao 002; Aixin Sun (CoRR, 2026)

Skill-as-Pseudocode: Refactoring Skill Libraries to Pseudocode for LLM Agents. - Xinze Li 001; Yuhang Zang; Yixin Cao 002; Aixin Sun (CoRR, 2026)