Educational Experience

Education

• M.S. in Computer Science and Technology, Peking University, 2027 (expected)
• B.Eng. in Electronic and Information Engineering with Honors, Beijing University of Technology, 2024

Publications

Learned Image Compression via Local-to-global Cross-component Prior

Duan, W., Fu, J., Cui, C., Wu, J., Song, L., Ma, S. and Gao, W., 2026. Learned Image Compression Via Local-to-Global Cross-Component Prior. IEEE Transactions on Multimedia.

TinySplat: Feedforward Approach for Generating Compact 3D Scene Representation

Song, Z., Fu, J., Zhang, J., Lu, X., Jia, C., Ma, S. and Gao, W., 2025. TinySplat: Feedforward Approach for Generating Compact 3D Scene Representation. arXiv preprint arXiv:2506.09479.

ReCon-GS: Continuum-Preserved Gaussian Streaming for Fast and Compact Reconstruction of Dynamic Scenes

Fu, J., Gao, Q., Wen, C., Wu, Y., Ma, S., Zhang, J., & Zhang, J. (2025). ReCon-GS: Continuum-Preserved Guassian Streaming for Fast and Compact Reconstruction of Dynamic Scenes. In Proceedings of the Advances in Neural Information Processing Systems (NeurIPS).

ProSplat: Improved Feed-Forward 3D Gaussian Splatting for Wide-Baseline Sparse Views

Lu, X., Fu, J., Zhang, J., Song, Z., Jia, C. and Ma, S., 2025. ProSplat: Improved Feed-Forward 3D Gaussian Splatting for Wide-Baseline Sparse Views. arXiv preprint arXiv:2506.07670.

Advanced Learning-Based Coding Tools for ECM: Intra Prediction and In-Loop Filtering

Zhao, Y., Fu, J., Li, Z., Wang, Q., Huang, Z., Zhang, J., Jia, C. and Ma, S., 2025, May. Advanced Learning-Based Coding Tools for ECM: Intra Prediction and In-Loop Filtering. In Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS) (pp. 1-5). IEEE.

Enhanced Template-based Intra Mode Derivation with Adaptive Block Vector Replacement

Zhang, J., Fu, J., Jia, C., Ma, S., Naser, K., Dumas, T., Puri, S. and Radosavljevic, M., 2025. Enhanced Template-based Intra Mode Derivation with Adaptive Block Vector Replacement. In Proceedings of the IEEE Picture Coding Symposium (PCS), IEEE.

Recurrent Intra Prediction Mode in Future Video Coding

Fu, J., Meng, X., Ma, S., Zhang, J., Chang, Y. J., Seregin, V., & Karczewicz, M. (2025, March). Recurrent Intra Prediction Mode for Future Video Coding. In 2025 Data Compression Conference (DCC) (pp. 183-192). IEEE.

Service and leadership

• Conference Reviewer: ACM MM, VCIP, PCS, J-VCIR