Me
Leo / Zeqing Yuan
CS undergrad @ZJU 24'
Incoming MSR student @CMU 26'

About

Hi! I am a senior undergraduate student majoring in Computer Science in Turing Class, Chu Kochen Honors College, Zhejiang University. During my undergraduate, I am grateful to be advised by Prof. Yingcai Wu, Prof. Jake Zhao and Prof. Chunhua Shen. I also spent a lovely summer at Stanford AI Lab working with Prof. Jiajun Wu's team.

I am broadly interested in computer vision, graphics and robotics, with a recent focus on visual generative models. Previously, I have worked on two sports-related projects, inspired by my background as a badminton player.

I am always eager to learn from and collaborate with creative minds from diverse backgrounds. If you would like to discuss something, please don't hesitate to shoot me an email at:

Research Topics

Computer Vision
  • 3D Generation, Video Analysis, Image Editing
Generative Models
  • Diffusion Model, GAN, LLM

Background

Zhejiang University, 2020 - 2024
Stanford University, 2023
  • Visiting Research Intern @Stanford AI Lab
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News

  • One paper accepted by CVPR 2024 Workshop on AI for 3D Generation
  • One paper accepted by AAAI 2024
  • Listed as one of the Top 10 Outstanding Students at Zhejiang University (10/65k+)
  • Awarded Chu Kochen Scholarship, the highest scholarship at Zhejiang University (24/65k+)
  • Awarded my 3rd Chinese National Scholarship by Ministry of Education (Top 0.2%)
  • Awarded SenseTime Scholarship (30 undergraduate AI talents in China)
  • One work receives People's Choice Award at ACM MobileHCI 2022
  • One paper accepted by IEEE VIS 2021 and TVCG

Publications and Manuscripts

(*: equal contribution)

SinLayout: Learning Generative 3D Scene Layouts from a Single Image
TLDR; Disentangling zero-shot image-to-3D scene generation by uncovering 3D scene layout distributions from a single image
Zeqing Yuan*, Linan Zhao*, Yunzhi Zhang, Shangzhe Wu, Jiajun Wu
CVPR 2024 Workshop on AI for 3D Generation
[Webiste] [Paper] [BibTex]
3D-PreMise: Can Large Language Models Generate 3D Shapes with Sharp Features and Parametric Control?
TLDR; Proposing a framework and dataset for leveraging LLMs to generate text-driven 3D shapes with sharp features and parametric control
Zeqing Yuan*, Haoxuan Lan*, Qiang Zou, Junbo Zhao
Technical Report
[arXiv] [Paper] [BibTex]
ViSTec: Video Modeling for Sports Technique Recognition and Tactical Analysis
TLDR; Parsing racket sports videos into technique sequences by jointly leveraging sparse visual information and contextual knowledge
Zeqing Yuan*, Yuchen He*, Yihong Wu, Liqi Cheng, Dazhen Deng, Yingcai Wu
AAAI 2024
[Webiste] [arXiv] [www] [Video] [BibTex]
TIVEE: Visual Exploration and Explanation of Badminton Tactics in Immersive Visualizations
TLDR; 3D visualization and VR interaction for immersive sports analysis
Xiangtong Chu, Xiao Xie, Shuainan Ye, Haolin Lu, Hongguang Xiao, Zeqing Yuan, Zhutian Chen, Yingcai Wu
IEEE TVCG (VIS 2021)
[Paper] [www] [Video] [BibTex]

Selected Honors

    Chu Kochen Scholarship, 2023
    • Highest scholarship at Zhejiang University, awarded to 24 / 65,000+ students
    Top 10 Outstanding Students at Zhejiang University, 2023
    • Highest student honor at Zhejiang University, awarded to 10 / 65,000+ students
    Chinese National Scholarship, 2021, 2022, 2023
    • Awarded by Ministry of Education of China; Top 0.2%; 3 consecutive times
    AAAI Student Scholarship, 2024
    • Awarded by Association for the Advancement of Artificial Intelligence
    SenseTime Scholarship, 2022
    • Awarded to 30 undergraduates in China for AI-related research
    ACM MobileHCI People's Choice Award, 2022
    • Awarded to 4 global hackathon projects

Research Experience

State Key Lab of CAD&CG
Final Year Project
Jan. 2024 - Present
Diffusion-based Image Editing
1 paper in submission
Supervisor: Prof. Chunhua Shen
Stanford AI Lab
Visiting Research Student
Jul. 2023 - Sep. 2023
Zero-shot image-to-3D scene layout generation
1 paper in submission available
Supervisor: Prof. Jiajun Wu
Zhejiang University
Undergraduate Researcher
Oct. 2023 - Dec. 2023
3D object generation through LLM program synthesis
1 technical report available on arXiv
Supervisor: Prof. Jake Zhao
State Key Lab of CAD&CG
Research Project Lead
May. 2022 - May. 2023
Video analysis and sports activity recognition
1 paper accepted by AAAI, 1 patent submitted
Validated by experts from Chinese national table tennis team
Top 5 project in ZJU selected for National Innovation Conference
Reserach Assistant
Dec. 2020 - May. 2021
VR-based immersive visualization for sports
1 paper accepted by IEEE VIS and TVCG, 1 patent authorized
Supervisor: Prof. Yingcai Wu

Academic Service and Teaching

    Conference Reviewer
    • IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024
    Student Volunteer
    • AAAI Conference on Artificial Intelligence (AAAI), 2024
    Teaching Assistant
    • CS 21191070: Computer Vision, Zhejiang University, 2023

Miscellaneous

I am a sports enthusiast interested in badminton🏸, hiking🏞️, basketball🏀 and so much more.
I was an athlete with 5 years of semi-professional training in Xiamen Professional Badminton Team, which has produced 2 Olympic Champions and numerous world champions🏅.

  • National First-Class Athlete
    • Highest lifetime honor for semi-professional athletes, awarded by General Administration of Sport of China
  • National 8th place in Badminton Men's Singles
  • Zhejiang Provincial 🥇🥈   bilibili bilibili
  • Fujian Provincial 🥈🥈🥉🥉
  • Xiamen Municipal 🥇🥇🥇🥇🥇🥇🥇
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