Nuowen Kan (阚诺文)
About me
Postdoctoral Researcher
Media, Information, and Network group, Shanghai Jiao Tong University (SJTU).
I am a postdoctoral researcher in the department of Electronic Engineering, SJTU, and will join East China Normal University (ECNU) in March, 2026. I received my Ph.D. degree in Computer Science from SJTU, in 2024, the B.S. degree in Information Engineering from Nanjing University of Aeronautics and Astronautics, China, and the M.S. degree in Electronics and Communications Engineering from SJTU.
My current research focuses include:
- AI for multimedia communication and network optimization
- LLM Infra (collective communication/compute-communication overlapping/inference serving)
- Deep reinforcement learning and vision-language-action (VLA) model
Recent News
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[Aug. 2025] Our paper titled “MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning” was accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025!
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[Aug. 2025] Our paper titled “Point Cloud Attribute Compression with Geometry-Aware Lifting-Based Multiscale Networks” was accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025!
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[July. 2025] Our paper titled “3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering” was accepted by ACM Multimedia, 2025!
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[May. 2025] Our paper titled “Noise Conditional Variational Score Distillation” was accepted by International Conference on Machine Learning (ICML), 2025!
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[Mar. 2025] Our paper titled “Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning” was accepted by IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025!
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[Feb. 2025] Our paper titled “On Disentangled Training for Nonlinear Transform in Learned Image Compression” was accepted by International Conference on Learning Representations (ICLR), 2025!
Honors and Awards
- China National Postdoctoral Program for Innovative Talents (中国博士后创新人才支持计划), 2025
- Shanghai Super Postdoctoral Program (上海市超级博士后计划), 2024
- Outstanding Ph.D. Graduate of Shanghai, 2024
- Second Class Prize, Chinese Institute of Electronics Scientific and Technological Progress Award (Rank: 4/9), 2023
- ACM Multimedia Top Paper Award (first author), 2022
- Huawei Scholarship, 2022.
- SMICS MengNing Scholarship, 2019.
- National Encourage Scholarship, 2016.
- FPGA Application System Design Invitational Competition-First Prize, Jiangsu, 2015.
Services
Reviewer for
- Journals: IEEE JSAC, IEEE TMM, IEEE TCSVT, IEEE TMC
- Conferences: NeurIPS 2025, ICLR 2025，ACM Multimedia 2022, 2023, 2024, IEEE ICC 2023, 2024, IEEE WCNC 2023.
Contact
- Email: kannw_1230 [at] sjtu [dot] edu [dot] cn
- Google Scholar
- Github