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CONTACT
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Lecturer (讲师)
Master Supervisor (硕士生导师)
Outstanding Young Scholar of Soochow University (苏州大学优秀青年学者)
IEEE、CCF会员
School of Computer Science and Technology
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18983676944
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ningc@suda.edu.cn
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CS Building 430, Tiancizhuang Campus, Soochow University
No.333, Ganjiang East Road
Suzhou, Jiangsu 215008, China |
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RECRUITING
I am looking for well motivated students to work on cutting-edge research projects. Both undergraduate and graduate students are welcome!
2026年我组有空缺硕士，欢迎同学们联系！
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PUBLICATIONS
一作论文
 [TMM' 26] Ning Chen, He Huang and Sheng Zhang.
"Enhance-What-Matters: Priority-Aware Deep Ingest and Adaptive Distribution for Live Video Delivery".
link
[COMNET' 26] Ning Chen, He Huang, Sheng Zhang and Jie Wu.
"Enabling Super-Resolution as a Service via Online Learning with Stochastic Queries in
Mobile Edge Computing Networks".
link
[ToN' 25] Ning Chen, Sheng Zhang, Jie Wu, He Huang and Sanglu Lu.
"Spliceosome: On-Camera Video Thinning and Tuning for Timely and Accurate Analytics".
link
[INFOCOM' 24] Ning Chen, Sheng Zhang, Yu Liang, Jie Wu, Yu Chen, Yuting Yan, Zhuzhong Qian and Sanglu Lu.
"TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity".
link slides
[ToN' 23] Ning Chen, Sheng Zhang, Zhi Ma, Yu Chen, Yibo Jin, Jie Wu, Zhuzhong Qian, Yu Liang, and Sanglu Lu.
"ViChaser: Chase Your Viewpoint for Live Video Streaming with Block-Oriented Super Resolution".
link
[INFOCOM' 23] Ning Chen, Shuai Zhang, Sheng Zhang, Yuting Yan, Yu Chen and Sanglu Lu.
"ResMap: Exploiting Sparse Residual Feature Map for Accelerating Cross-Edge Video Analytics".
link slides code
[TPDS' 21] Ning Chen, Siyi Quan, Sheng Zhang, Zhuzhong Qian, Yibo Jin, Jie Wu, Wenzhong Li, Sanglu Lu.
"Cuttlefish: Neural Configuration Adaptation for Video Analysis in live Augmented Reality".
link slides code
[COMNET' 21] Ning Chen, Sheng Zhang, Siyi Quan, Zhi Ma, Zhuzhong Qian, Sanglu Lu.
"VCMaker: Content-aware configuration adaptation for video streaming and analysis in live augmented reality".
link
[COMNET' 20] Ning Chen, Sheng Zhang, Jie Wu, Zhuzhong Qian, Sanglu Lu.
"Learning scheduling bursty requests in Mobile Edge Computing using DeepLoad".
link
[ICPADS' 19] Ning Chen, Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu.
"When learning joins edge: Real-time proportional computation offloading via deep reinforcement learning".
link
合作论文（*为通讯作者）
[COMNET' 26] Hao Pan, Ning Chen*, He Huang, Yu-E Sun, Xiaoyu Wang, Yanni Xing, Sheng Zhang and Jie Wu.
"DACC: Discerning and Adaptive Offloading for Coarse-Grained Content-Aware Video Analytics".
link
[WASA' 26] Jiachi Wu, Ning Chen*, Yanni Xing, Hao Pan and He Huang.
"CUPA: UCB-Guided Bi-Level Coordination for Edge-Cloud Collaborative ViT Inference".
link
[ICPADS' 25] Hao Pan, Ning Chen*, Xiaoyu Wang, Yanni Xing, Sheng Zhang and Jie Wu.
"DEOF: Discerning and Elastic Offloading for Accuracy-Efficient Video Analytics".
link
[ICPADS' 25] Yanni Xing, Yu-E Sun*, Ning Chen*, Hao Pan, Sheng Zhang and Jie Wu.
"ReMO: Adaptive Region-Based Offloading for Collaborative Edge Video Analytics".
link
[ICPADS' 25] Cheng Cui, Xiaoyu Wang and Ning Chen.
"A Multi-Modal DRL Framework for Fair and Efficient Multi-UAV Communication Coverage".
link
[MM' 25] Xiaokun Wang, Yuting Yan, Sheng Zhang, Andong Zhu, Ning Chen, Yu Chen, Zhuzhong Qian, Sanglu Lu and Yu Liang.
"Decode-What-Matters: Frame-Level Parallel Generative Decoding to Accelerate Large-Scale Video Analytics".
link
[ICDE' 24] Yu Chen, Sheng Zhang, Ziying Zhou, Xiaokun Wang, Yu Liang, Ning Chen, Yuting Yan, Mingjun Xiao, Jie Wu, Zhuzhong Qian, Harry Xu.
"MACRO: Incentivizing Multi-leader Game-based Pareto-efficient Crowdsourcing for Video Analytics".
link
[INFOCOM' 24] Yuting Yan, Sheng Zhang, Xiaokun Wang, Ning Chen, Yu Chen, Yu Liang, Mingjun Xiao, Sanglu Lu.
"VisFlow: Adaptive Content-Aware Video Analytics on Collaborative Cameras".
link
[TPDS' 23] Xiaohang Shi, Sheng Zhang, Jie Wu, Ning Chen, Ke Cheng, Yu Liang, Sanglu Lu.
"AdaPyramid: Adaptive Pyramid for Accelerating High-Resolution Object Detection on Edge Devices".
link
[TON' 23] Yibo Jin, Lei Jiao, Mingtao Ji, Zhuzhong Qian, Sheng Zhang, Ning Chen and Sanglu Lu.
"Scheduling In-Band Network Telemetry with Convergence.Preserving Federated Learning".
link
[ICPP' 23] Hesheng Sun, Xinyi Chen, Zhuzhong Qian, Zengji Li, Ning Chen, Tuo Cao, Suwei Xu, and Yitong Zhou.
"BIRP: Batch-aware Inference Workload Redistribution and Parallel Scheme for Edge Collaboration".
link
[ICC' 23] Zhi Ma, Sheng Zhang, Ning Chen, Zhuzhong Qian, Qing Gu, Yu Liang and Sanglu Lu.
"Dependent Task offloading and Service Caching with State Management for Mobile Edge Computing".
link
[INFOCOM' 22] Yu Chen, Sheng Zhang, Yuting Yan, Yibo Jin, Ning Chen, Mingtao Ji and Mingjun Xiao.
"Learning for Crowdsourcing: Online Dispatch for Video Analytics with Guarantee".
link
[TPDS' 21] Zhi Ma, Sheng Zhang, Zhiqi Chen, Tao Han, Zhuzhong Qian, Mingjun Xiao, Ning Chen, Jie Wu, Sanglu Lu.
"AdaPyramid: Adaptive Pyramid for Accelerating High-Resolution Object Detection on Edge Devices".
link
[SECON' 20] Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu, Xiaoliang Wang.
"Provisioning Edge Inference as a Service via Online Learning".
link
专著章节
[Book Chapter] Ning Chen, Sheng Zhang, Sanglu.
"Improving Live Augmented Reality With Neural Configuration Adaptation". Principles and Applications of Adaptive Artificial Intelligence, 2024.
link
专利
[Patent] 潘昊，陈宁，黄河，孙玉娥，邢彦妮，汪笑宇.
"一种云边端场景下的视频帧自适应卸载方法及装置". ZL 2026 1 0181616.6.
link
[Patent] 陈宁，张胜，钱柱中，陆桑璐.
"一种针对边缘网络下突发请求的强化学习调度方案及设备".
link
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