HPFA: Hypergraph-Based Paired Failure Attribution for LLM Reasoning

Runchuan Zhu, Hongbin Lai, Bowen Jiang, Junrui Zhang, Zhangheng Li, Ostap Kilbasovych, Junyuan "Jason" Hong

July 2026

Type

Conference paper

Publication

In the 3rd Conference on Language Modeling (COLM)

LLM Reasoning Agents

Junyuan "Jason" Hong

Assistant Professor

My research interest lies in the interaction of responsible AI and healthcare.