Scholar
Yushen Zuo
Google Scholar ID: C2CDJOoAAAAJ
The Hong Kong Polytechnic University
Citations & Impact
Citations
279
H-index
8
i10-index
8
Publications
16
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- Paper '4KAgent: Agentic Any Image to 4K Super-Resolution' accepted by NeurIPS 2025
- Paper 'Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks' accepted by ICCV 2025 (equal contribution)
- Paper 'See In Detail: Enhancing Sparse-view 3D Gaussian Splatting with Local Depth and Semantic Regularization' accepted by ICASSP 2025
- Paper 'Towards Multi-View Consistent Style Transfer with One-Step Diffusion via Vision Conditioning' accepted by AI4VA Workshop at ECCV 2024
- 1st place in NTIRE 2025 Challenge on Short-form UGC Image Super-Resolution (4x) at CVPR 2025
- 2nd place in AIM 2024 Challenge on Efficient Video Super-Resolution for AV1 Compressed Content at ECCV 2024; method FSMD featured in summary paper
- Ranked 10/60 in NTIRE 2021 Challenge on Image Deblurring at CVPR 2021; method Visual Token Transformer included in summary paper
- Paper 'Low-resolution palmprint image denoising by generative adversarial networks' published in Neurocomputing 2019
- Received 'Stars-of-tomorrow' award from MSRA Internship Program in 2022
Research Experience
- Jan 2025–present: Research Intern at Texas A&M University (TAMU), supervised by Prof. Zhengzhong Tu
- Apr 2024–Jan 2025: Research Assistant at The Hong Kong Polytechnic University (PolyU), supervised by Prof. Kenneth K. M. Lam
- Jul 2022 onward: Applied Scientist at Microsoft, working on recommendation systems and LLM applications in Bing
- Jul 2021: Research Intern at Microsoft Research Asia (MSRA), Multi-Modal Interaction (MMI) Group (led by Dr. Qiang Huo), collaborating with Azure OCR team on multi-directional table detection in PDF images
- Interned at Tencent Youtu Lab
Background
- Research interests include image/video generation, vision-language models, low-level vision, Agentic AI, object detection and segmentation, and 3D vision.
- Currently a research intern in the TACO group at Texas A&M University (TAMU), advised by Prof. Zhengzhong Tu, collaborating closely with Renjie Li.
- Previously a research assistant at The Hong Kong Polytechnic University (PolyU), advised by Prof. Kenneth K. M. Lam, collaborating with Jun Xiao.
- Former Applied Scientist at Microsoft, focusing on recommendation systems and LLM applications in Bing.
- Interned at Microsoft Research Asia (MSRA) and Tencent Youtu Lab.
- Actively seeking PhD and research positions worldwide.
