Tianyang Zhou

Tianyang Zhou

PhD Student at CMU Heinz College.

Confidence as Control: A Survey of Confidence Utilization in Large Language Models

Preprint, 2026

Yubo Li, Tianyang Zhou, Xiaobin Shen, Yidi Miao, Rema Padman, Ramayya Krishnan.

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