Calibrating Reasoning in Language Models with Internal Consistency. - Zhihui Xie 002; Jizhou Guo; Tong Yu 001; Shuai Li 010 (NeurIPS, 2024)

Model-Based Differentially Private Knowledge Transfer for Large Language Models. - Zhaomin Wu; Jizhou Guo; Junyi Hou; Bingsheng He; Lixin Fan; Qiang Yang (CoRR, 2024)

Reward Inside the Model: A Lightweight Hidden-State Reward Model for LLM's Best-of-N sampling. - Jizhou Guo; Zhaomin Wu; Philip S. Yu (CoRR, 2025)

LENS: Learning Ensemble Confidence from Neural States for Multi-LLM Answer Integration. - Jizhou Guo (CoRR, 2025)