Publications
A collection of my research work in NLP, LLMs, and related areas.
ScEdit: Script-based Assessment of Knowledge Editing
Xinye Li, Zunwen Zheng, Qian Zhang, Dekai Zhuang, Jiabao Kang, Liyan Xu, Qingbin Liu, Xi Chen, Zhiying Tu, Dianhui Chu, Dianbo Sui
Findings of the Association for Computational Linguistics: ACL 2025, 2025
Script-based assessment for knowledge editing in LLMs.
LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning
Xinye Li†, Mingqi Wan†, Dianbo Sui
Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025), 2025
An empirical study of LLM capabilities for structural reasoning tasks.
Cognitive Alpha Mining via LLM-Driven Code-Based Evolution
Fengyuan Liu, Huang Yi, Sichun Luo, Yuqi Wang, Yazheng Yang, Xinye Li, Zefa Hu, Junlan Feng, Qi Liu
The 64th Annual Meeting of the Association for Computational Linguistics, 2026
Cognitive Alpha Mining via LLM-Driven Code-Based Evolution. Work done during the internship at GIM AI.
Editing the Moving World: Model Editing for Video LLMs
Qian Zhang, Xinye Li, Xiaokai Wu, Junhao Xu, Zhanyue Qin, Qingbin Liu, Junxian Cai, Xi Chen, Bolin Zhang, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui
The 64th Annual Meeting of the Association for Computational Linguistics, 2026
Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning
Jiabao Kang, Xinye Li, Liyan Xu, Qingbin Liu, Xi Chen, Zhiying Tu, Dianhui Chu, Dianbo Sui
Findings of the Association for Computational Linguistics: EMNLP 2025, 2025
Exploring deductive and inductive reasoning capabilities of LLMs in procedural planning tasks.
Can We Debias Multimodal Large Language Models via Model Editing?
Zecheng Wang, Xinye Li, Zhanyue Qin, Chunshan Li, Zhiying Tu, Dianhui Chu, Dianbo Sui
Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM), 2024
Investigating debiasing multimodal LLMs through model editing techniques.