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

• [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!

• [Sep. 2024] Our paper titled “Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach” was accepted by NeurIPS, 2024!

• [Jul. 2024] Our paper titled “Task-Oriented Multi-Bitstream Optimization for Image Compression and Transmission via Optimal Transport” was accepted by ACM Multimedia, 2024!

• [Oct. 2023] Our paper titled “Successor Feature-Based Transfer Reinforcement Learning for Video Rate Adaptation with Heterogeneous QoE Preferences” was accepted by IEEE Transactions on Multimedia (TMM), 2023!

• [Sep. 2023] Our paper titled “Doubly Robust Augmented Transfer for Meta-Reinforcement Learning” was accepted by NeurIPS 2023!

• [Oct. 2022] Our paper titled “Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning” was honored with the Top Paper Award by ACM Multimedia 2022!

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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