Reasoning Pathologies in Large Language Models: A Diagnostic Perspective

Rohan Surana, Junda Wu, Sheldon Yu, Gagan Mundada, Xunyi Jiang, Zihan Huang, Ryan A. Rossi, Julian McAuley, Tong Yu
September, 2026
OpenReview
Type
Conference paper
Publication
Accepted at the Conference on Neural Information Processing Systems (NeurIPS), 2026

A diagnostic study of reasoning failures in large language models.

Large Language Models Reasoning Evaluation
Xunyi Jiang
Xunyi Jiang
PhD in CS @ 🇺🇸NYU
MS in CS @ 🇺🇸UCSD
BS in DS @ 🇨🇳SUSTech

I am interested in LLM Evaluation, Generative Engine Optimization, Human-AI collaboration, AI for creativity🎻.