Jianguo Huang

Uncertainty-Aware Tree Search for Efficient LLM Reasoning

PAC Reasoning: Controlling the Performance Loss for Efficient Reasoning

C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets

Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs

Delving into Temperature Scaling for Adaptive Conformal Prediction

Conformal Prediction for Deep Classifier via Truncating