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Huaizhi Qu

PhD student, Department of Computer Science, University of North Carolina at Chapel Hill

2 papers at NeurIPS 2025

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Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
: Efficient MAP Estimation of LLM Ensemble Judgment Performance with Prior Transfer
#3519 · Huaizhi Qu, Inyoung Choi, Zhen Tan, Song Wang, Sukwon Yun, Qi Long, Faizan Siddiqui, Kwonjoon Lee, Tianlong Chen

We present an efficient judgmetn distribution estimation method for LLM ensembles.

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Multi-Agent Debate for LLM Judges with Adaptive Stability Detection
#3412 · Tianyu Hu, Zhen Tan, Song Wang, Huaizhi Qu, Tianlong Chen

This paper utilizes multi-agent debate process for llm-as-judge, and employs an adaptive stopping mechanism.