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Zhen Tan

PhD student, Arizona State University

3 papers at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

BetaConform

: 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 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios

#5205 · Yifan Li, Yuhang Chen, Anh Dao, Lichi Li, Zhongyi Cai, Zhen Tan, Tianlong Chen, Yu Kong

We propose a new benchmark IndustryEQA using IsaacSim simulator for embodied question answering in industry scenario.

Poster Session 5

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.