Yuxuan Duan（段宇轩）

 

Ph.D. candidate in computer science

 

Department of Computer Science and Engineering

School of Electronic Information and Electrical Engineering

Shanghai Jiao Tong University, Shanghai, China

 

                     

Bio

I am currently a fifth-year doctoral student in computer science at Shanghai Jiao Tong University（上海交通大学）, supervised by Prof. Liqing Zhang（张丽清教授）and Prof. Li Niu（牛力教授）. My research interests lie in generative AI and computer vision, especially in image/video generation and editing.

Previously, I received my B.Eng. degree in computer science of Zhiyuan Honors Program (also known as ACM Class), Shanghai Jiao Tong University, advised by Prof. Yong Yu（俞勇教授）and Prof. Junchi Yan（严骏驰教授）.

Education

Sept. 2016 -- Jun. 2020

B.Eng. in computer science

ACM Class of 2020

Zhiyuan College

Shanghai Jiao Tong University, Shanghai, China

Internships and Academic Visits

May 2024 -- Oct. 2024
AIGC Algorithm Engineer Intern
Xiaohongshu, Beijing, China
Jul. 2023 -- May 2024
Algorithm Engineer Intern
Ant Group, Shanghai, China
Jan. 2020 -- Jul. 2020
Algorithm Engineer Intern
YITU Technology, Shanghai, China
Jul. 2019 -- Dec. 2019
Research Intern
Georgia Institute of Technology, Atlanta, Georgia, United States

Publications and Preprints

Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance
Cunzheng Wang, Ziyuan Guo, Yuxuan Duan, Huaxia Li, Nemo Chen, Xu Tang, Yao Hu
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)
Static Badge Static Badge Static Badge Static Badge
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
Yuxuan Duan, Yan Hong, Bo Zhang, Jun Lan, Huijia Zhu, Weiqiang Wang, Jianfu Zhang, Li Niu, Liqing Zhang
The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)
Static Badge Static Badge
ComFusion: Enhancing Personalized Generation by Instance-Scene Compositing and Fusion
Yan Hong, Yuxuan Duan, Bo Zhang, Haoxing Chen, Jun Lan, Huijia Zhu, Weiqiang Wang, Jianfu Zhang
The 18th European Conference on Computer Vision (ECCV 2024)
Static Badge
WeditGAN: Few-Shot Image Generation via Latent Space Relocation
Yuxuan Duan, Li Niu, Yan Hong, Liqing Zhang
The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)
Static Badge Static Badge
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation
Yuxuan Duan, Yan Hong, Li Niu, Liqing Zhang
The 37th AAAI Conference on Artificial Intelligence (AAAI 2023)
Static Badge Static Badge
Efficient Dataset Distillation by Transferring Everything to Latent Space
Yuxuan Duan, Jianfu Zhang, Liqing Zhang
arXiv preprint
Static Badge
ControlCom: Controllable Image Composition using Diffusion Model
Bo Zhang, Yuxuan Duan, Jun Lan, Yan Hong, Huijia Zhu, Weiqiang Wang, Li Niu
arXiv preprint
Static Badge Static Badge

Misc

I am a non-professional trumpet player. I have been playing in The Concert Band and The Orchestra of Shanghai Jiao Tong University since 2017, partially as the principal player. Prior to that, I played in
  • The Concert Band of Georgia Tech in 2019, as the principal player;
  • The Concert Band of The Experimental High School Attached to Beijing Normal University in 2013--2015, also as the band director;
  • The Concert Band of Qiyi Primary School in 2008--2009, as the principal player.

    • I am also interested in a cappella. I sang bass in Hacapakka (formerly Hacapella) at Shanghai Jiao Tong University in 2017--2024 and arranged a couple of songs and medleys for the group.