Xuanhua He
(何炫华)

University of Science and Technology of China
Hefei, China

About Me

I am current a Master's student at the University of Science and Technology of China, advised by Professors Jie Zhang and Chengjun Xie. I earned my Bachelor's in Software Engineering in 2022 from Xiamen University, under the guidance of Professor Yongxuan Lai. During my undergraduate studies, I also engaged in research at the MOCOM lab.

My research interests are centered around computer vision, specifically in image super-resolution, enhancement, and video generation. Previously, I have explored remote sensing image processing and federated learning. My goal is to make the world look beautiful and clear.

Experience

Research Intern | Kling AI team, Kuaishou Inc
Time: Feb 2025 - Present. Mentor: Dr. Quande Liu.
Topic: Diffusion Model, Video Generation.

Computer Vision Engineer Intern | Baidu Inc
Time: Nov 2023 - Mar 2024.
Topic: Diffusion Model, Image Generation, Video Generation.

Research Intern | Horizon Robitcs
Time: Jun 2023 - Nov 2023. Mentor: Dr. Guoli Wang.
Topic: Image Restoration, Neural ISP

Selected Publications [Google Scholar] [DBLP]

GameGen-X: Interactive Open-World Game Video Generation
Haoxuan Che, Xuanhua He (Co-first Author) , Quande Liu, Cheng Jin, Hao Chen
2025 International Conference on Learning Representations (ICLR)
[Paper] [Arxiv] [Code]

ID-Animator: Zero-Shot Identity-Preserving Human Video Generation.
Xuanhua He, Quande Liu, Shengju Qian, Xin Wang, Tao Hu, Ke Cao, Keyu Yan, Jie Zhang.
ArXiv Preprint,2024
[Paper] [Arxiv] [Code]

Cross-Modality Interaction Network for Pan-Sharpening
Yingying Wang, Xuanhua He, Yuhang Dong, Yunlong Lin, Yue Huang, Xinghao Ding
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[Paper] [Arxiv] [Code]

Pan-sharpening with Wavelet Enhanced High-Frequency Information
Jie Zhang, Xuanhua He (Co-first Author, First Student Author) , Keyu Yan, Ke Cao, Rui Li, Chengjun Xie, Man Zhou, Danfeng Hong
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[Paper] [Arxiv] [Code]

Frequency-adaptive Pan-sharpening with Mixture-of-Experts
Xuanhua He, Keyu Yan, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou
38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024
[Paper] [Arxiv] [Code]

Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain
Xuanhua He, Tao Hu, Guoli Wang, Zejin Wang, Run Wang, Qian Zhang, Keyu Yan, Ziyi Chen, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou
38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024
[Paper] [arXiv] [Code]

Pyramid Dual Domain Injection Network for Pan-sharpening
Xuanhua He, Keyu Yan, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou
International Conference on Computer Vision (ICCV), 2023
[Paper] [arXiv] [Code]

Awards

  • National Scholarship, University of Science and Technology of China. 2024
  • National Scholarship, University of Science and Technology of China. 2023
  • Yuequn Scholarship for Academic Excellence, University of Science and Technology of China. 2023

Services

  • Conference and Journal Reviewer,
     IEEE Transactions on Geoscience and Remote Sensing (TGRS)
     ACM MULTIMEDIA (ACM MM)