主要研究方向
.邊緣智能

研究領域
.人工智能應用邊緣化部署與加速
.分布式模型訓練與推理
.雲邊端協同機制

代表作
.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. IEEE/ACM TRANSACTIONS ON NETWORKING (TON 2023, CCF A)
.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. IEEE Annual International Conference on Computer Communications (INFOCOM 2024, CCF‑A)
.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. IEEE Annual International Conference on Computer Communications (INFOCOM 2023, CCF‑A)
.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. IEEE Transactions on Parallel and Distributed Systems (TPDS 2021, CCF A)
.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. Elsevier Computer Networks (CN 2021, CCF‑B)

個人簡介

陳甯，男，1995年生，博士，講師，碩士生導師，蘇州大學優秀青年學者。2024年6月博士畢業于南京大學伟德官网下app官方网站，師從陸桑璐教授和張勝副教授；同年7月進入蘇州大學伟德官网下app官方网站工作。研究方向為邊緣智能，即人工智能應用（如視頻分析、視頻增強）在網絡邊緣端的高效部署，具體涉及計算卸載、資源調度、分布式模型訓練和推理、雲邊端協同機制。目前，在權威會議IEEE INFOCOM, ICDE, SECON, ICPP和期刊IEEE/ACM TON, IEEE TPDS, IEEE TMC，Computer Networks上累計發表論文18篇。擔任多個期刊和會議審稿人，包括IEEE INFOCOM、IEEE TMC、IEEE MASS等。歡迎對邊緣計算、分布式計算、計算機網絡、智能視頻應用感興趣的同學加入我們數據智能和網絡計算團隊。