Xinze Li

According to our database, Xinze Li authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Skill-as-Pseudocode: Refactoring Skill Libraries to Pseudocode for LLM Agents.

Xinze Li, Yuhang Zang, Yixin Cao, Aixin Sun

CoRR, May, 2026

EMemBench: Interactive Benchmarking of Episodic Memory for VLM Agents.

Xinze Li, Ziyue Zhu, Siyuan Liu, Yubo Ma, Yuhang Zang, Yixin Cao, Aixin Sun

CoRR, January, 2026

What Do LLM Agents Know About Their World? Task2Quiz: A Paradigm for Studying Environment Understanding.

Siyuan Liu, Hongbang Yuan, Xinze Li, Ziyue Zhu, Yixin Cao, Yu-Gang Jiang

CoRR, January, 2026

2025

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks.

Yixin Cao, Shibo Hong, Xinze Li, Jiahao Ying, Yubo Ma, Haiyuan Liang, Yantao Liu, Zijun Yao, Xiaozhi Wang, Dan Huang, Wenxuan Zhang, Lifu Huang, Muhao Chen, Lei Hou, Qianru Sun, Xingjun Ma, Zuxuan Wu, Min-Yen Kan, David Lo, Qi Zhang, Heng Ji, Jing Jiang, Juanzi Li, Aixin Sun, Xuanjing Huang, Tat-Seng Chua, Yu-Gang Jiang

CoRR, April, 2025

Long Context vs. RAG for LLMs: An Evaluation and Revisits.

Xinze Li, Yixin Cao, Yubo Ma, Aixin Sun

CoRR, January, 2025

Long Context vs. RAG: Strategies for Processing Long Documents in LLMs.

Xinze Li, Yushi Bai, Bowen Jin, Fengbin Zhu, Liangming Pan, Yixin Cao

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

2024

MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations.

Yubo Ma, Yuhang Zang, Liangyu Chen, Meiqi Chen, Yizhu Jiao, Xinze Li, Xinyuan Lu, Ziyu Liu, Yan Ma, Xiaoyi Dong, Pan Zhang, Liangming Pan, Yu-Gang Jiang, Jiaqi Wang, Yixin Cao, Aixin Sun

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution.

Xinze Li, Yixin Cao, Liangming Pan, Yubo Ma, Aixin Sun

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges.

Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation.

Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities.

Yubo Ma, Zehao Wang, Mukai Li, Yixin Cao, Meiqi Chen, Xinze Li, Wenqi Sun, Kunquan Deng, Kun Wang, Aixin Sun, Jing Shao

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022