I’m Zhen Huang (“黄臻” in Chinese), a first-year Ph.D. student at Fudan University, under the supervision of Pengfei Liu (primary advisor, affiliated with GAIR Lab @ SJTU) and Xipeng Qiu (affiliated with FudanNLP @ FDU). I received my Bachelor’s degree from the School of Computer Science and Technology at Soochow University, where I spent four wonderful and fantastic years.

🔥 News

2025.07: 🎉🎉 One paper accepted by COLM 2025 on LLM reasoning - “LIMO: Less is More for Reasoning”.
2024.09: 🎉🎉 One paper accepted by NeurIPS 2024 on LLM&LMM evaluation - “OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI”.

📝 Publications (Selected)

( * : equal contribution, † : corresponding author )

LIMO: Less is More for Reasoning

Yixin Ye*, Zhen Huang*, Yang Xiao, Ethan Chern, Shijie Xia, Pengfei Liu†

COLM 2025

[Paper][Code][Model][🤗 Datasets][Featured by AK][机器之心][Talk (Chinese)]
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI

Zhen Huang, Zengzhi Wang, Shijie Xia, Xuefeng Li, Haoyang Zou, Ruijie Xu, Run-Ze Fan, Lyumanshan Ye, Ethan Chern, Yixin Ye, Yikai Zhang, Yuqing Yang, Ting Wu, Binjie Wang, Shichao Sun, Yang Xiao, Yiyuan Li, Fan Zhou, Steffi Chern, Yiwei Qin, Yan Ma, Jiadi Su, Yixiu Liu, Yuxiang Zheng, Shaoting Zhang†, Dahua Lin†, Yu Qiao†, Pengfei Liu†

NeurIPS 2024

[Paper][Code][Homepage][🤗 Datasets][ 🤗 Competition][Featured by AK][机器之心][量子位]

2025.09 - 2030.06 (Expected), Ph.D. in Computer Science and Technology, Fudan University, Shanghai, China
- Official Advisor: Xipeng Qiu
- Research focus: Large Language Models, Reasoning, and Evaluation
2021.09 - 2025.07, B.Eng. in Software Engineering, Soochow University, Suzhou, China
- GPA: 4.0/4.0, Ranking: 1/95
- I conduct research on data mining and recommender systems under the supervision of Pengpeng Zhao during my time at ADALab, which is founded by Prof. Xiaofang Zhou (the current head of the Computer Science department at HKUST).

⚽️ I’m a passionate football enthusiast. I’m a devoted Chelsea FC supporter, drawn to the club’s legendary spirit—a testament to resilience, determination, and never giving up. Beyond the club itself, I’m an ardent admirer of José Mourinho, whose distinctive personality and tactical genius (counter-attacking) have left an indelible mark on football.