Min Li

Full Professor, Southeast University

1 paper at NeurIPS 2025

Homepage· OpenReview· Semantic Scholar· Google Scholar

Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Dependency Matters: Enhancing LLM Reasoning with Explicit Knowledge Grounding

#3603 · Xiangyu Wen, Min Li, Junhua Huang, Jianyuan Zhong, Zhijian Xu, Zeju Li, Yongxiang Huang, Mingxuan Yuan, Qiang Xu

We propose GRiD, a framework that grounds reasoning in knowledge-enhanced dependency graph, ensures logical consistency, and improves reasoning accuracy across various benchmarks.