Chenrui Fan

MS student, College of Computer, Mathematical and Natural Sciences, University of Maryland, College Park

Joined

September 2023

Names

Chenrui Fan (Preferred)

Emails

****@gmail.com (Confirmed)

****@umd.edu (Confirmed)

Personal Links

Career & Education History

MS student

College of Computer, Mathematical and Natural Sciences, University of Maryland, College Park (umd.edu)

2024 – 2026

Undergrad student

Department of Computer Science and Technology, Huazhong University of Science and Technology (hust.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

Coauthor

Yixin Liu

Present

Coauthor

Lichao Sun

Present

Coauthor

Tianyi Zhou

Present

Expertise

Machine Learning

Present

Publications

Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test
Ziyue Li, Chenrui Fan, Tianyi Zhou
- ICLR 2026 Poster
- Readers: Everyone
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory
Ming Li, Nan Zhang, Chenrui Fan, Hong Jiao, Tianyi Zhou
- CogInterp @ NeurIPS 2025 Poster
- Readers: Everyone
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
Yijun Liang, Ming Li, Chenrui Fan, Ziyue Li, Dang Nguyen, Kwesi Adu Cobbina, Shweta Bhardwaj, Jiuhai Chen, Fuxiao Liu, Tianyi Zhou
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
Chenrui Fan, Ming Li, Lichao Sun, Tianyi Zhou
- COLM 2025
- Readers: Everyone
Toward Robust Imperceptible Perturbation against Unauthorized Text-to-image Diffusion-based Synthesis
Yixin Liu, Chenrui Fan, Yutong Dai, Xun Chen, Pan Zhou, Lichao Sun
- CVPR'24
- Readers: Everyone
MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Synthesis Via Meta-learning
Yixin Liu, Chenrui Fan, Yutong Dai, Xun Chen, Pan Zhou, Lichao Sun
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
Yue Huang, Jiawen Shi, Yuan Li, Chenrui Fan, Siyuan Wu, Qihui Zhang, Yixin Liu, Pan Zhou, Yao Wan, Neil Zhenqiang Gong, Lichao Sun
- ICLR 2024 poster
- Readers: Everyone

Chenrui Fan

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test

Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory

ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

Toward Robust Imperceptible Perturbation against Unauthorized Text-to-image Diffusion-based Synthesis

MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Synthesis Via Meta-learning

MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

Co-Authors