Yifan Bian (卞逸凡)

Yifan Bian (卞逸凡)

University of Science and Technology of China

My name is Yifan Bian (卞逸凡). I am studying for my PhD in the School of Information Science and Technology at the University of Science and Technology of China (USTC) in Hefei, Anhui Province. My supervisors are Professor Dong Liu (刘东) and Professor Li Li (李礼).

My research interests include:

  • Image coding
  • Video coding
  • Scalable video coding

🎓 Educations

  • 2018.09 - 2022.06, Undergraduate, Tongji University, School of Electronic and Information Engineering, Shanghai.
  • 2022.09 - Now, Doctoral candidate, University of Science and Technology of China (USTC), School of Information Science and Technology, Hefei.

🧑‍💻 Internship

  • 2026.03 - 2026.09, Bytedance–MMLab, Shanghai.

📝 Publications

CVPR 2025 Highlight
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  • Yifan Bian, Chuanbo Tang, Li Li, Dong Liu. “Augmented Deep Contexts for Spatially Embedded Video Coding.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2094-2104, 2025. [HTML][Code]
TIP 2024
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  • Yifan Bian, Xihua Sheng, Li Li, Dong Liu. “LSSVC: A Learned Spatially Scalable Video Coding Scheme.” IEEE Transactions on Image Processing, vol. 33, pp. 3314-3327, 2024. [HTML][Code]
  • Hui Xiang, Yifan Bian, Li Li, Jingran Wu, Xianguo Zhang, Dong Liu. “Real-Time Neural Video Compression with Unified Intra and Inter Coding.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 35217- 35226, 2026.
  • Hui Xiang, Yifan Bian, Yuqi Li, Haotian Zhang, Li Li, Dong Liu. “Efficient Frequency-Domain Modeling for Lossless Recompression of Variable-Rate JPEG Images.” IEEE Transactions on Multimedia, 2026.
  • Chuanbo Tang, Zhuoyuan Li, Yifan Bian, Li Li, Dong Liu. “Neural Video Compression with Context Modulation.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 12553-12563, 2025.
  • Yihan Jiang, Yuqi Li, Yifan Bian, Haotian Zhang, Dong Liu, Li Li. “A Unified Framework for Cross-sensor Assisted Learned Image Compression.” IEEE Transactions on Multimedia, 2026.
  • Lei Liu, Chuanbo Tang, Yifan Bian, Li Li, Dong Liu. “Enhanced Inter-frame Dependency Modeling with State Space Models for Neural Video Compression.” 2025 International Conference on Visual Communications and Image Processing (VCIP), Klagenfurt, Austria, pp. 1-5, 2025.

🏅 Honors and Awards

  • 2025.05 Fifth National Artificial Intelligence Challenge (NAIC), “AI+ Image Coding” Second prize winner
  • 2024.12 MMSP 2024 Grand Challenge Award (Image Track1/2, Video Track1) First prize winner
  • 2023.12 VCIP 2023 Grand Challenge Award (Video compression track) Second prize winner
  • 2022.12 VCIP 2022 Grand Challenge Award (Image compression track) Second prize winner
  • 2024.10 研究生国家奖学金
  • 2025.05 中国留学基金委（CSC）国家建设高水平大学公派研究生奖学金

💻 Standard Contributions

AVS3

  • AVS-EEM: Algorithm Description Document
  • AVS3: 一种用于稳定EEM训练的USTC-TD验证集. M8526, Weihai, July 2024.
  • AVS3: 一种用于EEM的测试集USTC-TD及其测试基准. M8987, Shengyang, July 2025.
  • AVS3: 三维医学图像基于超先验网络的浅层小波编码框架. M9002, Shengyang, July 2025.