Xuan Ju Ph.D. Candidate Computer Science and Engineering The Chinese University of Hong Kong E-mail  /  CV  /  Google Scholar  /  Github

Biography

Hi, I'm Xuan Ju (鞠璇). I am currently a second-year Ph.D. student in the CURE Lab at The Chinese University of Hong Kong guided by Pro. Qiang Xu. Before this, I majored in Computer Science and Technology (minored in Mathematics and Applied Mathematics) and got my bachelor's degree from Tongji University.

I have a broad interest in most areas of computer vision, especially in image generation and human motion understanding. Please do not hesitate to reach out to me via email at juxuan.27@gmail.com !

Selected Publications

* equal contribution

	Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code Xuan Ju, Ailing Zeng, Yuxuan Bian, Shaoteng Liu, Qiang Xu. International Conference on Learning Representations (ICLR), 2024 Project / Paper / arXiv / Video / Code / Data
	HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation Xuan Ju*, Ailing Zeng*, Chenchen Zhao*, Jianan Wang, Lei Zhang, Qiang Xu. IEEE/CVF International Conference on Computer Vision (ICCV), 2023 (Oral, Top 1.8%) Project / Paper / arXiv / Video / Code / Data
	Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes Xuan Ju*, Ailing Zeng*, Jianan Wang, Qiang Xu, Lei Zhang. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Project / Paper / arXiv / Video / Code / Data
	Deciwatch: A simple baseline for 10x efficient 2d and 3d pose estimation Ailing Zeng, Xuan Ju, Lei Yang, Ruiyuan Gao, Xizhou Zhu, Bo Dai, Qiang Xu. European Conference on Computer Vision (ECCV), 2022 Project / Paper / arXiv / Code / Data
	Smoothnet: A plug-and-play network for refining human poses in videos Ailing Zeng, Lei Yang, Xuan Ju, Jiefeng Li, Jianyi Wang, Qiang Xu. European Conference on Computer Vision (ECCV), 2022 Project / Paper / arXiv / Video / Code / Data

Experiences

	Research Intern, Tencent ARC Laboratory Oct. 2023 - Present Topic: Controllable Image Generation Supervised by: Xintao Wang, Ying Shan
	Research Intern, International Digital Economy Academy (IDEA) CVR Laboratory Jun. 2022 - Oct. 2023 Topic: Human-Centric Image Generation Supervised by: Ailing Zeng, Lei Zhang
	Research Intern, X-Lab, SenseTime Research Dec. 2021 - May. 2022 Topic: Human Pose Estimation Supervised by: Lei Yang

Professional Services

• Conference Reviewer for CVPR (2024), ICCV (2023), NeurIPS (2023)

Selected Honors & Awards

• National Scholarship
  2020, 2021
• Outstanding Graduate of Shanghai Province
  2022
• Qidi Scholarship
  2022
• First Prize in "Challenge Cup" National College Students Contest
  2022

Teaching Experience

• CSCI 1120, Introduction to Computing Using C++
  Fall 2023
• CSCI 1520, Computer Principles and C++ Programming
  Spring 2022
• CSCI 1540, Fundamental Computing with C++
  Fall 2022