Scholar
Jun Xiao
Google Scholar ID: HN5in_IAAAAJ
The Hong Kong Polytechnic University
Citations & Impact
Citations
588
H-index
17
i10-index
21
Publications
20
Co-authors
12
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- First-authored paper accepted at CVPR 2024: 'Towards Progressive Multi-Frequency Representation for Image Warping'.
- First-authored paper accepted at ECCV 2024: 'Learning Equilibrium Transformation for Gamut Expansion and Color Restoration'.
- First-authored paper published in Neurocomputing (2024) on multi-frame HDR imaging.
- First-authored paper in Signal Processing: Image Communication (2024) on image super-resolution with multi-focal-length degradation.
- Corresponding author of ACM-MM 2024 paper on point cloud densification for 3D Gaussian Splatting.
- Multiple papers at ECCV-W 2024 on blind image restoration, style transfer, and artist style transfer via vision conditioning, some as corresponding author.
- Team 'POLYU-AISP' won 2nd place in the Efficient Video Super-Resolution Challenge at ECCV AIM 2024.
- Team secured 3rd place in the Sparse Neural Rendering Challenge at ECCV AIM 2024.
- Co-organized the workshop 'Photography Measurement and Imaging in the Deep Learning Era' at UIC 2023.
Background
- Currently a Postdoctoral Fellow in the Department of Electrical and Electronic Engineering at The Hong Kong Polytechnic University (PolyU), supervised by Prof. Kin-Man Lam.
- Research interests include image/video processing, restoration, and enhancement (e.g., super-resolution, denoising, HDR imaging).
- Also works on robust machine learning (e.g., domain adaptation/generalization), deep generative models (e.g., diffusion models, flow matching), and AIGC-related topics.
- Has interest in signal processing methods applied to finance.
- Actively seeking full-time opportunities; authorized to work in Mainland China, Hong Kong, and Canada (pending OWP visa approval); open to other locations with visa sponsorship.
