Nuowen Kan (阚诺文)

Postdoctoral Researcher

Media, Information, and Network group, Shanghai Jiao Tong University (SJTU).

Previouly: I received the B.S. degree in Information Engineering from Nanjing University of Aeronautics and Astronautics, China, in 2017, the M.S. degree in Electronics and Communications Engineering from SJTU, in 2020, and the Ph.D. degree in Computer Science from SJTU, in 2024.

Research Interest

• AI for multimedia and network flow optimization
• Deep reinforcement learning and Graph neural network
• Task oriented image/video processing and communication

News

• [May. 2025] Our paper titled “Noise Conditional Variational Score Distillation” was accepted by International Conference on Machine Learning (ICML), 2025!

• [Apr. 2025] Our paper titled “A Generalizable and Expressive Meta-Diffusion Policy for RTC Bandwidth Prediction” was accepted by IEEE International Conference on Multimedia&Expo (ICME), 2025!

• [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!

• [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!

• [Jan. 2025] Our paper titled “GDPlan: Generative Network Planning via Graph Diffusion Model” was accepted by IEEE/ACM Transactions on Networking (ToN), 2025!

• [Jan. 2025] Our paper titled “Task-Adapted Learnable Embedded Quantization for Scalable Human-Machine Image Compression” was accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025!

Honors and Awards

• 上海市超级博士后计划, 2024
• Outstanding Ph.D. Graduate of Shanghai, 2024
• 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: 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
• Linkin

Shanghai Jiao Tong University (SJTU)

800 Dongchuan Road, Minhang District

Shanghai, 200240

P.R. China

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LAB

Institute of Media, Information and Network

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