I’m an undergraduate student in Zhejiang University.

My goal is to enhance the physical perception capabilities of Vision-Language Models (VLMs) to enable their effective operation as intelligent embodied agents in the physical world. Additionally, I am interested in physics-adherent generation.

Publications

PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding
Wei Chow*, Jiageng Mao*, Boyi Li, Daniel Seita, Vitor Guizilini, Yue Wang
Unified Generative and Discriminative Training for Multi-modal Large Language Models
Wei Chow, Juncheng Li, Qifan Yu, Kaihang Pan, Hao Fei, Zhiqi Ge, Shuai Yang, Siliang Tang, Hanwang Zhang, Qianru Sun
Poster project website
One Graph Model for Cross-domain Dynamic Link Prediction
Xuanwen Huang* Wei Chow*, Yize Zhu, Yang Wang, Ziwei Chai, Chunping Wang, Lei Chen, Yang Yang
Exploring Correlations of Self-supervised Tasks for Graphs
Taoran Fang, Wei Chow, Yifei Sun, Kaiqiao Han, Lvbin Ma, Yang Yang
Poster
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
Qifan Yu*, Wei Chow*, Zhongqi Yue, Kaihang Pan, Yang Wu, Xiaoyang Wan, Juncheng Li, Siliang Tang, Hanwang Zhang, Yueting Zhuang
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing
Jinbin Bai*, Wei Chow*, Ling Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Shuicheng Yan
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
Jinbin Bai, Tian Ye, Wei Chow, Enxin Song, Qing-Guo Chen, Xiangtai Li, Zhen Dong, Lei Zhu, Shuicheng Yan

$^*$equal contribution

Course Project

Wheeled robots tracking and navigating in ROS and real environments (such as A star, ICP etc.)
[2023 Summer in ZJU] Wheeled Robot Enhancement and Practice
Analysis on the relationship between second-hand housing transactions and business districts in Hangzhou's main urban area
[2024 Spring in ZJU] Real Estate Finance and Economics
Interactive digital montage
[2024 Spring in ZJU] Computational Photography
Optimal matching of tutors and students
[2022 Fall in ZJU] Math Modeling

Academic Service

Challenge Organizer

DEMON: Demonstrative Instruction Following Challenge (MM’2024)

Reviewer

WWW’25

Experience

Zhejiang University
2021.08 ~ 2025.06 (expected)
GPA: GPA: 92.9/100 (rank 1/301)
B.Eng. in Computer Science and Technology, Minor in Advanced Class of Engineering Education (Honors)
supervisored by Professor Juncheng Li
University of Oxford
2024.08 - 2024.09
Visiting Student
Nanyang Technological University
2023.12 - 2024.06
Intern supervised by Professor Hanwang Zhang
University of Southern California
2024.06 - Present
Intern supervised by Professor Yue Wang

Misc.

In my free time, I like curving seal 🗿, playing tennis 🎾, cooking 🍳and taking photography 📷