About Me
I am an incoming Master of Science student in Electrical and Computer Engineering at Carnegie Mellon University, starting in Spring 2026.
I am a final-year undergraduate majoring in Electronic and Information Engineering at The Hong Kong Polytechnic University. I am honored to be supervised by Prof. Kenneth Kin-Man Lam and collaborate closely with Dr. Jun Xiao on 3D vision. I am also grateful for the mentorship of Prof. Wenjing Jia at University of Technology Sydney, Sydney.
Since May 2025, I have also been working as a research intern at Sony in Beijing, focusing on novel view synthesis.
My research interest includes 2D/3D computer vision (e.g., image processing/super-resolution//restoration/enhancement, novel view synthesis). I am also actively learning generative models (e.g., diffusion models).
I am also a photography lover—check out my portfolio here!
🔥 News
- 2025.04: 🎉🎉 3rd place in NTIRE 2025 Challenge on Restore Any Image Model (RAIM) in the Wild (Track 1) at CVPR 2025. Honored to be the project leader for our team!
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2024.12: 🎉🎉 Our paper See In Detail: Enhancing Sparse-view 3D Gaussian Splatting with Local Depth and Semantic Regularization is accepted by ICASSP 2025.
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2024.12: 🎉🎉 Awarded The Hong Kong Polytechnic University Scholarship among a group of ~20 awardees!
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2024.08: 🎉🎉 2nd place in AIM 2024 Challenge on Efficient Video Super-Resolution for AV1 Compressed Content at ECCV 2024 and our method Fast Sequential Motion Diffusion (FSMD) is selected to present in the summary paper.
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2024.08: 🎉🎉 3rd place in AIM 2024 Challenge on Sparse Neural Rendering for Track 1 and Track 2 at ECCV 2024 and our method ESNeRF is selected to present in the summary paper.
📝 Publications
A Multi-Perceptual Learning Network for Retina OCT Image Denoising and Classification
Zhe Xiao, Zongqi He, Zhuoning Xu, Wenjing Jia, Kin-Man Lam et al.
APSIPA 2024 (Oral)
🎖 Honors and Awards
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2025.04: 3rd place in NTIRE 2025 Challenge on Restore Any Image Model (RAIM) in the Wild (Track 1) at CVPR 2025, project leader.
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2025.01: Best Paper Award at IWAIT 2025
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2024.12: The Hong Kong Polytechnic University Scholarship (Around 20 awardees university wise for outstanding achievements)
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2024.08: 2nd place in AIM 2024 Challenge on Efficient Video Super-Resolution for AV1 Compressed Content at ECCV 2024
- 2024.08: 3rd place in AIM 2024 Challenge on Sparse Neural Rendering for Track 1 and Track 2 at ECCV 2024
- 2024.09: Undergraduate Research and Innovation Scheme Scholarship
- 2023.12: 3rd place in Huawei ICT Competition Hong Kong SAR 2023-2024 Final [Computing Track]
📖 Educations
- 2021.09 - 2025.09, BEng in Electronic and Information Engineering, The Hong Kong Polytechnic University, with first class honors.
- 2026.01 - 2028.01, MS in Electrical and Computer Engineering, Carnegie Mellon University.
📷 Portfolio
