Xin Di

Xin Di

University of Science and Technology of China (USTC)

🧍‍♂️ Biography

Hi, I am Xin Di (狄昕), a graduate student at the University of Science and Technology of China (USTC), working under the supervision of Prof. Zheng-Jun Zha, Associate Prof. Yang Cao, and Associate Prof. Yang Wang.

My research interests: include but are not limited to Burst Super-Resolution [BurstSR], Low-Level Vision, and Space-time Video Super-resolution [STVSR].

If you are interested in my research or have any questions, suggestions, or collaboration ideas, please feel free to contact me at Email: dx9826@mail.ustc.edu.cn.

🔥 News

  • 2025.05: One paper is accepted by IJCAI 2025.
  • 2025.02: One paper is accepted by CVPR 2025.
  • 2024.12: One paper is accepted by AAAI 2025.
  • 2024.3: Win the 2nd Place of Real Time Super-Resolution Challenge (CVPR2024W).
  • 2024.3: Wins the 2nd Place of Efficient Super-Resolution Challenge (CVPR2024W).

📝 Publications

CVPR 2025
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QMambaBSR: Burst Image Super-Resolution with Query State Space Model

Xin Di, Long Peng, Peizhe Xia, Wenbo Li, Renjing Pei, Yang Cao, Yang Wang, Zheng-Jun Zha. First Author.

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025

Keywords

  • Low-Level Vision
  • Burst Super-resolution
IJCAI 2025
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Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration

Long Peng, Xin Di, Zhanfeng Feng, Wenbo Li, Renjing Pei, Yang Wang, Xueyang Fu, Yang Cao, Zheng-Jun Zha. Co-first Author.

International Joint Conference on Artificial Intelligence (IJCAI) 2025

Keywords

  • Low-Level Vision
  • Image Restoration
Preprint
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PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement

ZhanFeng Feng, Long Peng, Xin Di, Yong Guo, Wenbo Li, Yulun Zhang, Renjing Pei, Yang Wang, Yang Cao, Zheng-Jun Zha.Co-first Author.

Under Review

Keywords

  • Low-Level Vision
  • Video Enhancement
Preprint
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Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling

Long Peng, Anran Wu, Wenbo Li, Peizhe Xia, Xueyuan Dai, Xinjie Zhang, Xin Di, Haoze Sun, Renjing Pei, Yang Wang, Yang Cao, Zheng-Jun Zha.

Under Review

Keywords

  • Low-Level Vision
  • Image Restoration
AAAI2025
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Boosting Image De-raining Via Central-Surrounding Synergistic Convolution

Long Peng, Yang Wang, Xin Di, Peizhe Xia, Xueyang Fu, Yang Cao, Zheng-Jun Zha.

AAAI Conference on Artificial Intelligence, 2025.

Keywords

  • Low-Level Vision
  • Derain
Preprint
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S3Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model

Peizhe Xia, Long Peng , Xin Di, Renjing Pei, Yang Wang, Yang Cao, Zheng-Jun Zha.

Under Review

Keywords

  • Low-Level Vision
  • Arbitrary-Scale Super-Resolution

💻Competitions

CVPRW2024
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[New Trends in Image Restoration and Enhancement CVPR Workshop 2024]

Organized by CVPR2024.

NTIRE 2024 Efficient Image Super-Resolution Challenge.

Runner-up Winner

Keywords

  • Low-Level Vision
  • Super-Resolution
CVPRW2024
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[AIS CVPR Workshop 2024]

Organized by CVPR2024.

Real-Time 4K Super-Resolution of Compressed AVIF Images.

Runner-up Winner

Keywords

  • Low-Level Vision
  • Super-Resolution