I am an undergraduate student of School of Intelligence Science and Technology, Nanjing University where I have the privilege of conducting research under the supervision of Prof. Kai Zhang.
My research interest includes Computer Vision and Multimodal Learning.
I am looking for a Ph.D. position starting in 2026 Fall. Please feel free to reach out!
Email: xuhonghuang@smail.nju.edu.cn
🔥 News
- 2025.06: 🎉🎉 Reverse Convolution and Its application to Image Restoration is accepted by ICCV2025.
📝 Publications
ICCV 2025

Reverse Convolution and Its application to Image Restoration
Xuhong Huang*, Shiqi Liu*, Kai Zhang†, Ying Tai, Jian Yang, Hui Zeng, Lei Zhang
- We propose a novel depthwise reverse convolution operator as a first-step exploration to effectively reverse the depthwise convolution by formulating and solving a regularized least-squares optimization problem.
🎖 Honors and Awards
- 2024.10 National Scholarship.
📖 Educations
- 2022.09 - Now, B.S. Nanjing University, School of Intelligence Science and Technology.