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ORCIDXu Chen 0004
Person information
- affiliation: Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China
- affiliation (2014 - 2016): University of Göttingen, Germany
- affiliation (2012 - 2014): Arizona State University, School of Electrical, Computer and Energy Engineering, Tempe, AZ, USA
- affiliation (PhD 2012): The Chinese University of Hong Kong, Hong Kong
Other persons with the same name
- Xu Chen — disambiguation page
- Xu Chen 0001
![[0000-0002-4604-5744]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-4604-5744")
— University of Washington, Mechanical Engineering, Seattle, USA (and 2 more) - Xu Chen 0002 — University of Macau, Department of Mathematics, China
- Xu Chen 0003 — Shenzhen Institute of Information Technology, School of Software Engineering, China
- Xu Chen 0005 — Beijing Jiaotong University, State Key Lab of Rail Traffic Control and Safety, China
- Xu Chen 0006 — Jiangsu University, School of Electrical and Information Engineering, Zhenjiang, China
- Xu Chen 0007 — University of Shanghai for Science and Technology, College of Science, China
- Xu Chen 0008 — Nanjing University of Information Science and Technology, School of Information and Control, China
- Xu Chen 0009 — Huaqiao University, Fujian Research Center for Tunneling and Urban Underground Space Engineering, Xiamen, China
- Xu Chen 0010 — North Minzu University, Internet Information Technology Center, Yinchuan, China (and 1 more)
- Xu Chen 0011 — Rice University, Department of Electrical and Computer Engineering, Houston, TX, USA
- Xu Chen 0012 — Beijing University of Posts and Telecommunications, School of Electronic Engineering, Beijing, China
- Xu Chen 0013 — Northeastern University at Qinhuangdao, Department of Communication Engineering, Qinhuangdao, China
- Xu Chen 0014 — Guangdong University of Technology, School of Automation, Web Identity Security Lab, Guangzhou, China
- Xu Chen 0015 — University of Electronic Science and Technology of China, Chengdu, China
- Xu Chen 0016 — Beijing Institute of Technology, Beijing, China
- Xu Chen 0017 — Renmin University of China, China (and 1 more)
- Xu Chen 0018 — Northwestern University, Department of Electrical Engineering and Computer Science, Evanston, IL, USA
- Xu Chen 0019 — University of Illinois, Department of Electrical and Computer Engineering, Chicago, IL, USA
- Xu Chen 0020 — University of North Carolina at Chapel Hill, NC, USA (and 1 more)
- Xu Chen 0021 — Southeast University, National Mobile Communications Research Laboratory, Nanjing, China
- Xu Chen 0022 — Microsoft Research Asia, Beijing, China (and 1 more)
- Xu Chen 0023 — University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China
- Xu Chen 0024 — Youtu Lab, Tencents, China
- Xu Chen 0025 — ETH Zurich, AIT Lab, Zürich, Switzerland (and 1 more)
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2020 – today
- 2023
[j119]Huirong Ma, Rui Li, Xiaoxi Zhang, Zhi Zhou, Xu Chen:
Reliability-Aware Online Scheduling for DNN Inference Tasks in Mobile-Edge Computing. IEEE Internet Things J. 10(13): 11453-11464 (2023)- [j118]Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
Toward Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets. IEEE Internet Things J. 10(18): 16637-16649 (2023) - [j117]Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen:
BeeFlow: Behavior tree-based Serverless workflow modeling and scheduling for resource-constrained edge clusters. J. Syst. Archit. 143: 102968 (2023) - [j116]Liekang Zeng, Chongyu Yang, Peng Huang, Zhi Zhou, Shuai Yu, Xu Chen:
GNN at the Edge: Cost-Efficient Graph Neural Network Processing Over Distributed Edge Servers. IEEE J. Sel. Areas Commun. 41(3): 720-739 (2023) - [j115]Dong Wang, Naifu Zhang, Meixia Tao, Xu Chen:
Knowledge Selection and Local Updating Optimization for Federated Knowledge Distillation With Heterogeneous Models. IEEE J. Sel. Top. Signal Process. 17(1): 82-97 (2023) - [j114]Tao Ouyang, Xu Chen, Zhi Zhou, Rui Li, Xin Tang:
Adaptive User-Managed Service Placement for Mobile Edge Computing via Contextual Multi-Armed Bandit Learning. IEEE Trans. Mob. Comput. 22(3): 1313-1326 (2023) - [j113]Yuxi Zhao, Xiaowen Gong, Fuhong Lin, Xu Chen:
Data Poisoning Attacks and Defenses in Dynamic Crowdsourcing With Online Data Quality Learning. IEEE Trans. Mob. Comput. 22(5): 2569-2581 (2023) - [j112]Hongzheng Yu, Zekai Chen, Xiao Zhang, Xu Chen, Fuzhen Zhuang, Hui Xiong, Xiuzhen Cheng:
FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition. IEEE Trans. Mob. Comput. 22(6): 3318-3332 (2023) - [j111]Song Yang, Fan Li, Zhi Zhou, Xu Chen, Yu Wang, Xiaoming Fu:
Online Control of Service Function Chainings Across Geo-Distributed Datacenters. IEEE Trans. Mob. Comput. 22(6): 3558-3571 (2023) - [j110]Ning Zhang, Qian Ma, Xu Chen:
Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective. IEEE Trans. Mob. Comput. 22(7): 3910-3924 (2023) - [j109]Kongyange Zhao, Zhi Zhou, Xu Chen, Ruiting Zhou, Xiaoxi Zhang, Shuai Yu, Di Wu:
EdgeAdaptor: Online Configuration Adaption, Model Selection and Resource Provisioning for Edge DNN Inference Serving at Scale. IEEE Trans. Mob. Comput. 22(10): 5870-5886 (2023) - [j108]Guangjing Huang, Xu Chen, Tao Ouyang, Qian Ma, Lin Chen, Junshan Zhang:
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective. IEEE Trans. Mob. Comput. 22(11): 6311-6326 (2023) - [j107]Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang:
HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association. IEEE Trans. Parallel Distributed Syst. 34(5): 1560-1579 (2023) - [j106]Yihong Li, Xiaoxi Zhang, Tianyu Zeng, Jingpu Duan, Chuan Wu, Di Wu, Xu Chen:
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm. IEEE Trans. Parallel Distributed Syst. 34(12): 3073-3089 (2023) - [j105]Yinan Zou, Zixin Wang, Xu Chen, Haibo Zhou, Yong Zhou:
Knowledge-Guided Learning for Transceiver Design in Over-the-Air Federated Learning. IEEE Trans. Wirel. Commun. 22(1): 270-285 (2023) - [j104]Hongbin Zhu, Yong Zhou, Hua Qian, Yuanming Shi, Xu Chen, Yang Yang:
Online Client Selection for Asynchronous Federated Learning With Fairness Consideration. IEEE Trans. Wirel. Commun. 22(4): 2493-2506 (2023) - [j103]Qingze Fang, Zhiwei Zhai, Shuai Yu, Qiong Wu, Xiaowen Gong, Xu Chen:
Olive Branch Learning: A Topology-Aware Federated Learning Framework for Space-Air-Ground Integrated Network. IEEE Trans. Wirel. Commun. 22(7): 4534-4551 (2023) - [c82]Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen:
An Online Control Approach of Collaborative Federated Learning with Constrained Resources. APNet 2023: 211-212 - [c81]Shen Cai, Zhi Zhou, Kongyange Zhao, Xu Chen:
Cost-Efficient Serverless Inference Serving with Joint Batching and Multi-Processing. APSys 2023: 43-49 - [c80]Hao Wang, Hao Bao, Liekang Zeng, Ke Luo, Xu Chen:
Real-Time High-Resolution Pedestrian Detection in Crowded Scenes via Parallel Edge Offloading. ICC 2023: 2173-2178 - [c79]Jiajie Xie, Zhi Zhou, Tao Ouyang, Xiaoxi Zhang, Xu Chen:
Fair DNN Model Selection in Edge AI via A Cooperative Game Approach. ICDCS 2023: 383-394 - [c78]Shuomiao Su, Zhi Zhou, Tao Ouyang, Ruiting Zhou, Xu Chen:
Learning to Be Green: Carbon-Aware Online Control for Edge Intelligence with Colocated Learning and Inference. ICDCS 2023: 567-578 - [c77]Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen:
Behavior Tree-based Workflow Modeling and Scheduling for Serverless Edge Computing. ICDCS 2023: 955-956 - [c76]Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen:
Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency. INFOCOM Workshops 2023: 1-6 - [c75]Tao Ouyang, Kongyange Zhao, Xiaoxi Zhang, Zhi Zhou, Xu Chen:
Dynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location. INFOCOM 2023: 1-10 - [c74]Jingyi Li, Guangjing Huang, Liekang Zeng, Lin Chen, Xu Chen:
Chained-DP: Can We Recycle Privacy Budget? IWQoS 2023: 1-4 - [c73]Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen:
AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning. IWQoS 2023: 1-10 - [c72]Tianxiang Zhu, Xiaoxi Zhang, Jingpu Duan, Zhi Zhou, Xu Chen:
A Budget-aware Incentive Mechanism for Vehicle-to-Grid via Reinforcement Learning. IWQoS 2023: 1-10 - [c71]Hao Bao, Zhi Zhou, Jiajie Xie, Qianyi Huang, Fei Xu, Xu Chen:
COUPLE: Accelerating Video Analytics on Heterogeneous Mobile Processors. MobiCom 2023: 142:1-142:3 - [c70]Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen:
EdgeC3: Online Management for Edge-Cloud Collaborative Continuous Learning. SECON 2023: 411-419 - [c69]Xiancheng Lin, Rongkai Liu, Jiajie Xie, Qian Wei, Zhi Zhou, Xu Chen, Zhilan Huang, Gang Lu:
Online Scheduling of CPU-NPU Co-inference for Edge AI Tasks. WCNC 2023: 1-6 - [i51]Qiong Wu, Xu Chen, Tao Ouyang, Zhi Zhou, Xiaoxi Zhang, Shusen Yang, Junshan Zhang:
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association. CoRR abs/2301.06447 (2023) - [i50]Hao Wang, Hao Bao, Liekang Zeng, Ke Luo, Xu Chen:
Real-Time High-Resolution Pedestrian Detection in Crowded Scenes via Parallel Edge Offloading. CoRR abs/2301.08406 (2023) - [i49]Huirong Ma, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets. CoRR abs/2304.11374 (2023) - [i48]Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou:
Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services. CoRR abs/2307.01684 (2023) - [i47]Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen:
BeeFlow: Behavior Tree-based Serverless Workflow Modeling and Scheduling for Resource-Constrained Edge Clusters. CoRR abs/2308.16517 (2023) - [i46]Jingyi Li, Guocheng Liao, Lin Chen, Xu Chen:
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification Tasks. CoRR abs/2309.02820 (2023) - 2022
- [j102]Shuai Yu, Xiaowen Gong, Qian Shi, Xiaofei Wang, Xu Chen:
EC-SAGINs: Edge-Computing-Enhanced Space-Air-Ground-Integrated Networks for Internet of Vehicles. IEEE Internet Things J. 9(8): 5742-5754 (2022) - [j101]Peng Huang, Liekang Zeng, Xu Chen, Ke Luo, Zhi Zhou, Shuai Yu:
Edge Robotics: Edge-Computing-Accelerated Multirobot Simultaneous Localization and Mapping. IEEE Internet Things J. 9(15): 14087-14102 (2022) - [j100]Song Yang, Jintian Liu, Fei Zhang, Fan Li, Xu Chen, Xiaoming Fu:
Caching-Enabled Computation Offloading in Multi-Region MEC Network via Deep Reinforcement Learning. IEEE Internet Things J. 9(21): 21086-21098 (2022) - [j99]Pu Wang, Tao Ouyang, Guocheng Liao, Jie Gong, Shuai Yu, Xu Chen:
Edge intelligence in motion: Mobility-aware dynamic DNN inference service migration with downtime in mobile edge computing. J. Syst. Archit. 130: 102664 (2022) - [j98]Lingjun Pu, Xinjing Yuan, Xiaohang Xu, Xu Chen, Pan Zhou, Jingdong Xu:
Cost-Efficient and Skew-Aware Data Scheduling for Incremental Learning in 5G Networks. IEEE J. Sel. Areas Commun. 40(2): 578-595 (2022) - [j97]Canhui Chen, Xu Chen, Zhixuan Fang:
TIPS: Transaction Inclusion Protocol With Signaling in DAG-Based Blockchain. IEEE J. Sel. Areas Commun. 40(12): 3685-3701 (2022) - [j96]Rui Li, Zhi Zhou, Xu Chen, Qing Ling:
Resource Price-Aware Offloading for Edge-Cloud Collaboration: A Two-Timescale Online Control Approach. IEEE Trans. Cloud Comput. 10(1): 648-661 (2022) - [j95]Yunpeng Weng, Liang Chen, Xu Chen:
Identifying User Relationship on WeChat Money-Gifting Network. IEEE Trans. Knowl. Data Eng. 34(8): 3814-3825 (2022) - [j94]Yunpeng Weng, Xu Chen, Liang Chen, Wei Liu:
GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning Over Large-Scale Graphs. IEEE Trans. Knowl. Data Eng. 34(9): 4257-4269 (2022) - [j93]Shuai Yu, Xu Chen, Shuai Wang, Lingjun Pu, Di Wu:
An Edge Computing-Based Photo Crowdsourcing Framework for Real-Time 3D Reconstruction. IEEE Trans. Mob. Comput. 21(2): 421-432 (2022) - [j92]Kaiwen He, Xu Chen, Qiong Wu, Shuai Yu, Zhi Zhou:
Graph Attention Spatial-Temporal Network With Collaborative Global-Local Learning for Citywide Mobile Traffic Prediction. IEEE Trans. Mob. Comput. 21(4): 1244-1256 (2022) - [j91]Yuxi Zhao, Xiaowen Gong, Xu Chen:
Privacy-Preserving Incentive Mechanisms for Truthful Data Quality in Data Crowdsourcing. IEEE Trans. Mob. Comput. 21(7): 2518-2532 (2022) - [j90]Qiong Wu, Xu Chen, Zhi Zhou, Junshan Zhang:
FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring. IEEE Trans. Mob. Comput. 21(8): 2818-2832 (2022) - [j89]Lei Tan, Xiaoxi Zhang, Yipeng Zhou, Xinkai Che, Miao Hu, Xu Chen, Di Wu:
AdaFed: Optimizing Participation-Aware Federated Learning With Adaptive Aggregation Weights. IEEE Trans. Netw. Sci. Eng. 9(4): 2708-2720 (2022) - [j88]Zhicheng Liu, Yunfeng Zhao, Jinduo Song, Chao Qiu, Xu Chen, Xiaofei Wang:
Learn to Coordinate for Computation Offloading and Resource Allocation in Edge Computing: A Rational-Based Distributed Approach. IEEE Trans. Netw. Sci. Eng. 9(5): 3136-3151 (2022) - [j87]Yali Yuan, Chencheng Liang, Xu Chen, Thar Baker, Xiaoming Fu:
Adaptive Fuzzy Game-Based Energy-Efficient Localization in 3D Underwater Sensor Networks. ACM Trans. Internet Techn. 22(2): 29:1-29:20 (2022) - [j86]Qiong Wu, Kaiwen He, Xu Chen, Shuai Yu, Junshan Zhang:
Deep Transfer Learning Across Cities for Mobile Traffic Prediction. IEEE/ACM Trans. Netw. 30(3): 1255-1267 (2022) - [j85]Guocheng Liao, Xu Chen, Jianwei Huang:
Privacy-Aware Online Social Networking With Targeted Advertisement. IEEE/ACM Trans. Netw. 30(3): 1312-1327 (2022) - [j84]Xuezheng Liu, Zhicong Zhong, Yipeng Zhou, Di Wu, Xu Chen, Min Chen, Quan Z. Sheng:
Accelerating Federated Learning via Parallel Servers: A Theoretically Guaranteed Approach. IEEE/ACM Trans. Netw. 30(5): 2201-2215 (2022) - [j83]Miao Hu, Di Wu, Yipeng Zhou, Xu Chen, Min Chen:
Incentive-Aware Autonomous Client Participation in Federated Learning. IEEE Trans. Parallel Distributed Syst. 33(10): 2612-2627 (2022) - [j82]Rui Li, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
Joint Application Placement and Request Routing Optimization for Dynamic Edge Computing Service Management. IEEE Trans. Parallel Distributed Syst. 33(12): 4581-4596 (2022) - [j81]Huirong Ma, Peng Huang, Zhi Zhou, Xiaoxi Zhang, Xu Chen:
GreenEdge: Joint Green Energy Scheduling and Dynamic Task Offloading in Multi-Tier Edge Computing Systems. IEEE Trans. Veh. Technol. 71(4): 4322-4335 (2022) - [c68]Yi Lu, Jie Gong, Xu Chen:
Joint AoI and Latency Optimization in IoT Systems Based on Deep Reinforcement Learning. ICCC Workshops 2022: 281-286 - [c67]Xiaoling Ling, Rui Li, Tao Ouyang, Xu Chen:
Time is Gold: A Time-Dependent Incentive Mechanism Design for Fast Federated Learning. ICCC 2022: 1038-1043 - [c66]Qian Wei, Zhi Zhou, Xu Chen:
DRL-Based Energy-Efficient Trajectory Planning, Computation Offloading, and Charging Scheduling in UAV-MEC Network. ICCC 2022: 1056-1061 - [c65]Jialuo Cui, Qiong Wu, Zhi Zhou, Xu Chen:
FedBranch: Heterogeneous Federated Learning via Multi-Branch Neural Network. ICCC 2022: 1101-1106 - [c64]Haowei Chen, Liekang Zeng, Xiaoxi Zhang, Xu Chen:
AdaDrone: Quality of Navigation Based Neural Adaptive Scheduling for Edge-Assisted Drones. ICDCS 2022: 548-558 - [c63]Shengyuan Ye, Liekang Zeng, Qiong Wu, Ke Luo, Qingze Fang, Xu Chen:
Eco-FL: Adaptive Federated Learning with Efficient Edge Collaborative Pipeline Training. ICPP 2022: 74:1-74:11 - [c62]Peng Sun, Xu Chen, Guocheng Liao, Jianwei Huang:
A Profit-Maximizing Model Marketplace with Differentially Private Federated Learning. INFOCOM 2022: 1439-1448 - [c61]Daipeng Feng, Liekang Zeng, Lingjun Pu, Xu Chen:
Adaptive Progressive Image Enhancement for Edge-Assisted Mobile Vision. MSN 2022: 744-751 - [c60]Mingliao Zhao, Kongyange Zhao, Zhi Zhou, Xu Chen:
Edge Resource Autoscaling for Hierarchical Federated Learning Over Public Edge Platforms. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 806-814 - [c59]Liekang Zeng, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou, Xu Chen:
Fograph: Enabling Real-Time Deep Graph Inference with Fog Computing. WWW 2022: 1774-1784 - [i45]Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Ping Zhang, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, Sherman X. Shen, Hamid Aghvami, Geoffrey Ye Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kai-Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang, Jianwei Huang, Shuguang Cui, Wenjun Zhang, Jie Li, Yue Gao, Honggang Zhang, Xu Chen, Xiaohu Ge, Yong Xiao, Cheng-Xiang Wang, Zaichen Zhang, Song Ci, Guoqiang Mao, Changle Li, Ziyu Shao, Yong Zhou, Junrui Liang, Kai Li, Liantao Wu, Fanglei Sun, Kunlun Wang, Zening Liu, Kun Yang, Jun Wang, Teng Gao, Hongfeng Shu:
6G Network AI Architecture for Everyone-Centric Customized Services. CoRR abs/2205.09944 (2022) - [i44]Canhui Chen, Xu Chen, Zhixuan Fang:
TIPS: Transaction Inclusion Protocol with Signaling in DAG-based Blockchain. CoRR abs/2207.04841 (2022) - [i43]Guangjing Huang, Xu Chen, Tao Ouyang, Qian Ma, Lin Chen, Junshan Zhang:
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective. CoRR abs/2207.12030 (2022) - [i42]Liekang Zeng, Chongyu Yang, Peng Huang, Zhi Zhou, Shuai Yu, Xu Chen:
GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers. CoRR abs/2210.17281 (2022) - [i41]Qingze Fang, Zhiwei Zhai, Shuai Yu, Qiong Wu, Xiaowen Gong, Xu Chen:
Olive Branch Learning: A Topology-Aware Federated Learning Framework for Space-Air-Ground Integrated Network. CoRR abs/2212.01215 (2022) - 2021
- [j80]Victor C. M. Leung, Xiaofei Wang, Abbas Jamalipour, Xu Chen, Samia Bouzefrane:
IEEE Access Special Section Editorial: Edge Computing and Networking for Ubiquitous AI. IEEE Access 9: 90933-90936 (2021) - [j79]Song Yang, Nan He, Fan Li, Stojan Trajanovski, Xu Chen, Yu Wang, Xiaoming Fu:
Survivable Task Allocation in Cloud Radio Access Networks With Mobile-Edge Computing. IEEE Internet Things J. 8(2): 1095-1108 (2021) - [j78]Shuai Yu, Xu Chen, Zhi Zhou, Xiaowen Gong, Di Wu:
When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multitimescale Resource Management for Multiaccess Edge Computing in 5G Ultradense Network. IEEE Internet Things J. 8(4): 2238-2251 (2021) - [j77]Xin Tang, Xu Chen, Liekang Zeng, Shuai Yu, Lin Chen:
Joint Multiuser DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence. IEEE Internet Things J. 8(12): 9511-9522 (2021) - [j76]Rui Li, Qian Ma, Jie Gong, Zhi Zhou, Xu Chen:
Age of Processing: Age-Driven Status Sampling and Processing Offloading for Edge-Computing-Enabled Real-Time IoT Applications. IEEE Internet Things J. 8(19): 14471-14484 (2021) - [j75]Nan He, Song Yang, Fan Li, Xu Chen:
Intimacy-based Resource Allocation for Network Slicing in 5G via Deep Reinforcement Learning. IEEE Netw. 35(6): 111-118 (2021) - [j74]Song Yang, Fan Li, Stojan Trajanovski, Xu Chen, Yu Wang, Xiaoming Fu:
Delay-Aware Virtual Network Function Placement and Routing in Edge Clouds. IEEE Trans. Mob. Comput. 20(2): 445-459 (2021) - [j73]Canhui Chen, Xu Chen, Jiangshan Yu, Weigang Wu, Di Wu:
Impact of Temporary Fork on the Evolution of Mining Pools in Blockchain Networks: An Evolutionary Game Analysis. IEEE Trans. Netw. Sci. Eng. 8(1): 400-418 (2021) - [j72]Xiaoling Ling, Jie Gong, Rui Li, Shuai Yu, Qian Ma, Xu Chen:
Dynamic Age Minimization With Real-Time Information Preprocessing for Edge-Assisted IoT Devices With Energy Harvesting. IEEE Trans. Netw. Sci. Eng. 8(3): 2288-2300 (2021) - [j71]Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang:
CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices. IEEE/ACM Trans. Netw. 29(2): 595-608 (2021) - [j70]Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen, Junshan Zhang:
Deep Reinforcement Learning With Spatio-Temporal Traffic Forecasting for Data-Driven Base Station Sleep Control. IEEE/ACM Trans. Netw. 29(2): 935-948 (2021) - [j69]Siqi Luo, Xu Chen, Zhi Zhou, Shuai Yu:
Fog-Enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing. IEEE Trans. Veh. Technol. 70(4): 3715-3730 (2021) - [c58]Qian Wei, Tao Ouyang, Zhi Zhou, Xu Chen:
Flying MEC: Online Task Offloading, Trajectory Planning and Charging Scheduling for UAV-Assisted MEC. ICA3PP (1) 2021: 460-475 - [c57]Jinduo Song, Zhicheng Liu, Xiaofei Wang, Chao Qiu, Xu Chen:
Adaptive and Collaborative Edge Inference in Task Stream with Latency Constraint. ICC 2021: 1-6 - [c56]Peng Huang, Liekang Zeng, Ke Luo, Jinhong Guo, Zhi Zhou, Xu Chen:
ColaSLAM: Real-Time Multi-Robot Collaborative Laser SLAM via Edge Computing. ICCC 2021: 242-247 - [c55]Zhi Zhou, Ke Luo, Xu Chen:
Deep Reinforcement Learning for Intelligent Cloud Resource Management. INFOCOM Workshops 2021: 1-6 - [c54]Zhicong Zhong, Yipeng Zhou, Di Wu, Xu Chen, Min Chen, Chao Li, Quan Z. Sheng:
P-FedAvg: Parallelizing Federated Learning with Theoretical Guarantees. INFOCOM 2021: 1-10 - [c53]Canhui Chen, Qian Ma, Xu Chen, Jianwei Huang:
User Distributions in Shard-based Blockchain Network: Queueing Modeling, Game Analysis, and Protocol Design. MobiHoc 2021: 221-230 - [i40]Shuai Yu, Xiaowen Gong, Qian Shi, Xiaofei Wang, Xu Chen:
EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles. CoRR abs/2101.06056 (2021) - [i39]Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen, Junshan Zhang:
Deep Reinforcement Learning with Spatio-temporal Traffic Forecasting for Data-Driven Base Station Sleep Control. CoRR abs/2101.08391 (2021) - [i38]Peng Huang, Liekang Zeng, Xu Chen, Ke Luo, Zhi Zhou, Shuai Yu:
Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping. CoRR abs/2112.13222 (2021) - 2020
- [b3]Xiaofei Wang, Yiwen Han, Victor C. M. Leung, Dusit Niyato, Xueqiang Yan, Xu Chen:
Edge AI - Convergence of Edge Computing and Artificial Intelligence. Springer 2020, ISBN 978-981-15-6185-6, pp. 3-149 - [b2]Sen Lin, Zhi Zhou, Zhaofeng Zhang, Xu Chen, Junshan Zhang:
Edge Intelligence in the Making: Optimization, Deep Learning, and Applications. Synthesis Lectures on Learning, Networks, and Algorithms, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01252-5 - [j68]Xiaofei Wang, Yiwen Han, Victor C. M. Leung, Dusit Niyato, Xueqiang Yan, Xu Chen:
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey. IEEE Commun. Surv. Tutorials 22(2): 869-904 (2020) - [j67]Wuhui Chen, Yufei Chen, Xu Chen, Zibin Zheng:
Toward Secure Data Sharing for the IoV: A Quality-Driven Incentive Mechanism With On-Chain and Off-Chain Guarantees. IEEE Internet Things J. 7(3): 1625-1640 (2020) - [j66]Zhi Zhou, Shuai Yu, Wuhui Chen, Xu Chen:
CE-IoT: Cost-Effective Cloud-Edge Resource Provisioning for Heterogeneous IoT Applications. IEEE Internet Things J. 7(9): 8600-8614 (2020) - [j65]Lei Yang, Xu Chen, Samir M. Perlaza, Junshan Zhang:
Special Issue on Artificial-Intelligence-Powered Edge Computing for Internet of Things. IEEE Internet Things J. 7(10): 9224-9226 (2020) - [j64]Mingyue Cui, Shipeng Zhong, Boyang Li, Xu Chen, Kai Huang:
Offloading Autonomous Driving Services via Edge Computing. IEEE Internet Things J. 7(10): 10535-10547 (2020) - [j63]Jieli Yin, Yali Fan, Tong Xia, Yong Li, Xiang Chen, Zhi Zhou, Xu Chen:
Mobile App Usage Patterns Aware Smart Data Pricing. IEEE J. Sel. Areas Commun. 38(4): 645-654 (2020) - [j62]Qiong Wu, Muhong Wu, Xu Chen, Zhi Zhou, Kaiwen He, Liang Chen:
DeepCP: Deep Learning Driven Cascade Prediction-Based Autonomous Content Placement in Closed Social Network. IEEE J. Sel. Areas Commun. 38(7): 1570-1583 (2020) - [j61]Qiong Wu, Kaiwen He, Xu Chen:
Personalized Federated Learning for Intelligent IoT Applications: A Cloud-Edge Based Framework. IEEE Open J. Comput. Soc. 1: 35-44 (2020) - [j60]Deyin Liu, Xu Chen, Zhi Zhou, Qing Ling:
HierTrain: Fast Hierarchical Edge AI Learning With Hybrid Parallelism in Mobile-Edge-Cloud Computing. IEEE Open J. Commun. Soc. 1: 634-645 (2020) - [j59]Guocheng Liao