Ning Chen

23 papers A* 7B 5Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
DACC: Discerning and adaptive offloading for coarse-grained content-aware video analytics.
Comput. Networks
Hao Pan, Ning Chen, He Huang, Yu-e Sun, Xiaoyu Wang, Yanni Xing, Sheng Zhang, Jie Wu
2025 B conf
DEOF: Discerning and Elastic Offloading for Accuracy-Efficient Video Analytics.
ICPADS
Hao Pan, Ning Chen, Xiaoyu Wang, Yanni Xing, Sheng Zhang, Jie Wu
2025 A* conf
Decode-What-Matters: Frame-Level Parallel Generative Decoding to Accelerate Large-Scale Video Analytics.
ACM Multimedia
Xiaokun Wang, Yuting Yan, Sheng Zhang, Andong Zhu, Ning Chen, Yu Chen, Zhuzhong Qian, Sanglu Lu, Yu Liang
2025 J jnl
Mystique: User-Level Adaptation for Real-Time Video Analytics in Edge Networks via Meta-RL.
IEEE Trans. Mob. Comput.
Xiaohang Shi, Sheng Zhang, Meizhao Liu, Lingkun Meng, Liu Wei, Yingcheng Gu, Kai Liu, Huanyu Cheng, Yu Song, Lei Tang, Andong Zhu, Ning Chen, Zhuzhong Qian
2025 B conf
ReMo: Adaptive Region-Based Offloading for Collaborative Edge Video Analytics.
ICPADS
Yanni Xing, Yu-e Sun, Ning Chen, Hao Pan, Sheng Zhang, Jie Wu
2025 J jnl
Spliceosome: On-Camera Video Thinning and Tuning for Timely and Accurate Analytics.
IEEE Trans. Netw.
Ning Chen, Sheng Zhang, Jie Wu, He Huang, Sanglu Lu
2024 J jnl
AdaPyramid: Adaptive Pyramid for Accelerating High-Resolution Object Detection on Edge Devices.
IEEE Trans. Mob. Comput.
Xiaohang Shi, Sheng Zhang, Jie Wu, Ning Chen, Ke Cheng, Yu Liang, Sanglu Lu
2024 A* conf
MACRO: Incentivizing Multi-Leader Game-Based Pareto-Efficient Crowdsourcing for Video Analytics.
ICDE
Yu Chen, Sheng Zhang, Ziying Zhou, Xiaokun Wang, Yu Liang, Ning Chen, Yuting Yan, Mingjun Xiao, Jie Wu, Zhuzhong Qian, Harry Xu
2024 A* conf
TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity.
INFOCOM
Ning Chen, Sheng Zhang, Yu Liang, Jie Wu, Yu Chen, Yuting Yan, Zhuzhong Qian, Sanglu Lu
2024 J jnl
ViChaser: Chase Your Viewpoint for Live Video Streaming With Block-Oriented Super-Resolution.
IEEE/ACM Trans. Netw.
Ning Chen, Sheng Zhang, Zhi Ma, Yu Chen, Yibo Jin, Jie Wu, Zhuzhong Qian, Yu Liang, Sanglu Lu
2024 A* conf
VisFlow: Adaptive Content-Aware Video Analytics on Collaborative Cameras.
INFOCOM
Yuting Yan, Sheng Zhang, Xiaokun Wang, Ning Chen, Yu Chen, Yu Liang, Mingjun Xiao, Sanglu Lu
2023 B conf
BIRP: Batch-aware Inference Workload Redistribution and Parallel Scheme for Edge Collaboration.
ICPP
Hesheng Sun, Xinyi Chen, Zhuzhong Qian, Zengji Li, Ning Chen, Tuo Cao, Suwei Xu, Yitong Zhou
2023 A* conf
Crowd
INFOCOM
Yu Chen, Sheng Zhang, Yuting Yan, Yibo Jin, Ning Chen, Mingtao Ji, Mingjun Xiao
2023 — conf
Dependent Task Offloading and Service Caching with State Management for Mobile Edge Computing.
ICC
Zhi Ma, Sheng Zhang, Ning Chen, Zhuzhong Qian, Qing Gu, Yu Liang, Sanglu Lu
2023 A* conf
ResMap: Exploiting Sparse Residual Feature Map for Accelerating Cross-Edge Video Analytics.
INFOCOM
Ning Chen, Shuai Zhang, Sheng Zhang, Yuting Yan, Yu Chen, Sanglu Lu
2023 J jnl
Scheduling In-Band Network Telemetry With Convergence-Preserving Federated Learning.
IEEE/ACM Trans. Netw.
Yibo Jin, Lei Jiao, Mingtao Ji, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu
2022 A* conf
Learning for Crowdsourcing: Online Dispatch for Video Analytics with Guarantee.
INFOCOM
Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Mingjun Xiao, Ning Chen, Zhi Ma
2022 J jnl
Towards Revenue-Driven Multi-User Online Task Offloading in Edge Computing.
IEEE Trans. Parallel Distributed Syst.
Zhi Ma, Sheng Zhang, Zhiqi Chen, Tao Han, Zhuzhong Qian, Mingjun Xiao, Ning Chen, Jie Wu, Sanglu Lu
2021 J jnl
Cuttlefish: Neural Configuration Adaptation for Video Analysis in Live Augmented Reality.
IEEE Trans. Parallel Distributed Syst.
Ning Chen, Siyi Quan, Sheng Zhang, Zhuzhong Qian, Yibo Jin, Jie Wu, Wenzhong Li, Sanglu Lu
2021 J jnl
Learning scheduling bursty requests in Mobile Edge Computing using DeepLoad.
Comput. Networks
Ning Chen, Sheng Zhang, Jie Wu, Zhuzhong Qian, Sanglu Lu
2021 J jnl
VCMaker: Content-aware configuration adaptation for video streaming and analysis in live augmented reality.
Comput. Networks
Ning Chen, Sheng Zhang, Siyi Quan, Zhi Ma, Zhuzhong Qian, Sanglu Lu
2020 B conf
Provisioning Edge Inference as a Service via Online Learning.
SECON
Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu, Xiaoliang Wang
2019 B conf
When Learning Joins Edge: Real-Time Proportional Computation Offloading via Deep Reinforcement Learning.
ICPADS
Ning Chen, Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu