Fan Liu

PhD student, Hong Kong University of Science and Technology (Guangzhou)

3 papers at NeurIPS 2025

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Poster Session 3

2 papers

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

Exhibit Hall C,D,E

MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem

#5516 · Fan Liu, Zhe-Rui Yang, Cancheng Liu, Tianrui SONG, Xiaofeng Gao, Hao Liu

We introduce MM-Agent and MM-Bench to enable and evaluate LLM-powered end-to-end mathematical modeling, achieving superior performance on real-world problems and Finalist Award in MCM/ICM 2025.

Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition

#5203 · Fan Liu, Jindong Han, Tengfei Lyu, Weijia Zhang, Zhe-Rui Yang, Lu Dai, Cancheng Liu, Hao Liu

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Bag of Tricks for Inference-time Computation of LLM Reasoning

#4913 · Fan Liu, Wen-Shuo Chao, Naiqiang Tan, Hao Liu