Bocheng Zou

Hello! I'm Bocheng Zou (邹博诚), an incoming MS/PhD student at UW-Madison starting in Fall 2025. I'm looking for internship opportunities in Applied Scientist or Software Development Engineer for Summer 2026.

GitHub  /  Google Scholar  /  Open Review  /  Semantic Scholar /  LinkedIn /  Blog

Education

• 
  University of Wisconsin-Madison 09/2025-05/2030 (Expected)

  M.S. / Ph.D. in Computer Sciences
• 
  University of Wisconsin-Madison 01/2024-05/2025

  B.S. in Computer Sciences (Honor)

  Thesis Advisor: Yong Jae Lee

  GPA: 4.0/4.0
• 
  University of California, Berkeley 01/2023-05/2023

  Visiting Student, Berkeley Global Access Program

  GPA: 4.0/4.0
• 
  Xi'an Jiaotong University 09/2021-12/2023

  B.S. in Computer Sciences (Honor) (Transferred Out)

  Honors Youth Program Student

  GPA: 3.91/4.3
• 
  High School Affiliated to Xi'an Jiaotong University 09/2019-07/2021

  Two-year Preparatory Courses of Honors Youth Program

Selected Publications

• 
  Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want

  Keywords: Visual Prompt, Multimodal

  Weifeng Lin*, Xinyu Wei*, Ruichuan An, Peng Gao, Bocheng Zou, Yulin Luo, Siyuan Huang, Shanghang Zhang, Hongsheng Li

  ICLR 2025, First Available on: 2024-03-29, Published on: 2025-01-22, Last Update on: 2025-02-22

  [arXiv] [Project Page]
• 
  VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation

  Keywords: Vector Graphics, Multimodal, Benchmark

  Bocheng Zou*, Mu Cai*, Jianrui Zhang, Yong Jae Lee

  EMNLP 2024, First Available on: 2024-07-15, Published on: 2024-11-16, Last Update on: 2024-08-29

  [arXiv] [DOI] [Project Page]
• 
  LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model

  Keywords: Data-Centric AI, Multimodal

  Yulin Luo*, Ruichuan An*, Bocheng Zou, Yiming Tang, Jiaming Liu, Shanghang Zhang

  ECCV 2024, First Available on: 2024-05-03, Published on: 2024-10-25, Last Update on: 2024-07-24

  [arXiv] [DOI] [Project Page]

Selected Projects

Services

• ICLR 2025 Reviewer
• NeurIPS 2024 Ethics Reviewer
• AUR Maintainer for eclipse-plateform
• CS Study Group Tutor for COMP SCI 300 Spring 2024 at UW-Madison