Yuxuan Bian Ph.D. Student Computer Science and Engineering The Chinese University of Hong Kong E-mail  /  CV  /  Google Scholar  /  Github

Biography

Hi, I'm Yuxuan Bian (卞宇轩). I am currently a first-year Ph.D. student in the CURE Lab at The Chinese University of Hong Kong guided by Prof. Qiang Xu. Before this, I majored in Computer Science and Technology (minored in Artificial Intelligence) and got my bachelor's degree from Tongji University.

I have a broad interest in most areas of computer vision, especially in controllable video generation and human motion generation. Please do not hesitate to reach out to me via email at yuxuanbian23@gmail.com !

Selected Publications

* equal contribution

	MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls Yuxuan Bian, Ailing Zeng, Xuan Ju, Xian Liu, Zhaoyang Zhang, Wei Liu, Qiang Xu. Under Review Project / Paper / arXiv / Video / Code / Data
	Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning Yuxuan Bian*, Xuan Ju*, Jiangtong Li*, Zhijian Xu, Dawei Cheng, Qiang Xu. International Conference on Machine Learning (ICML), 2024 Project / Paper / arXiv / Code / Data
	BrushNet : A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion Xuan Ju, Xian Liu, Xiantao Wang, Yuxuan Bian, Ying Shan, Qiang Xu. European Conference on Computer Vision (ECCV), 2024 Project / Paper / arXiv / Video / Code / Data
	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

Experiences

	Research Intern, Tencent ARC Laboratory Jun. 2024 - Present Topic: controllable Video Generation Supervised by: Zhaoyang Zhang, Ying Shan
	Quant Research Intern, Luoshu Investment Feb. 2023 - Aug. 2023 Topic: Portfolio Optimization Supervised by: Weiqiang Sun

Professional Services

• Conference and Journal Reviewer for ICLR (2025), AAAI (2025), NeurIPS (2024), TNNLS(2024)

Selected Honors & Awards

• National Scholarship
  2023
• ICML Travel Award
  2024
• Outstanding Graduate of Shanghai Province
  2024
• Outstanding Bachelor Thesis Award of Tongji University, Top 1%
  2024
• Qidi Scholarship
  2023
• ITW Innovation Scholarship
  2022
• Silver Medal in Kaggle, American Express Default Prediction
  2022
• Outstanding Student of Tongji University
  2021, 2022, 2023