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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://dblp1.uni-trier.de/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
- 2024
[j137]Pu Wang, Tao Ouyang, Qiong Wu, Qianyi Huang, Jie Gong, Xu Chen:
Hydra: Hybrid-model federated learning for human activity recognition on heterogeneous devices. J. Syst. Archit. 147: 103052 (2024)- [j136]Xiaoxi Zhang, Jinhang Zuo, Zhe Huang, Zhi Zhou, Xu Chen, Carlee Joe-Wong:
Learning With Side Information: Elastic Multi-Resource Control for the Open RAN. IEEE J. Sel. Areas Commun. 42(2): 295-309 (2024) - [j135]Ziming Ye, Xiao Zhang, Xu Chen, Hui Xiong, Dongxiao Yu:
Adaptive Clustering Based Personalized Federated Learning Framework for Next POI Recommendation With Location Noise. IEEE Trans. Knowl. Data Eng. 36(5): 1843-1856 (2024) - [j134]Miao Hu, Wenzhuo Yang, Zhenxiao Luo, Xuezheng Liu, Yipeng Zhou, Xu Chen, Di Wu:
AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning. IEEE Trans. Mob. Comput. 23(1): 194-208 (2024) - [j133]Zhicheng Liu, Jinduo Song, Chao Qiu, Xiaofei Wang, Xu Chen, Qiang He, Hao Sheng:
Hastening Stream Offloading of Inference via Multi-Exit DNNs in Mobile Edge Computing. IEEE Trans. Mob. Comput. 23(1): 535-548 (2024) - [j132]Ziya Chen, Qian Ma, Lin Gao, Xu Chen:
Price Competition in Multi-Server Edge Computing Networks Under SAA and SIQ Models. IEEE Trans. Mob. Comput. 23(1): 754-768 (2024) - [j131]Lingjun Pu, Jianxin Shi, Xinjing Yuan, Xu Chen, Lei Jiao, Tian Zhang, Jingdong Xu:
: Erasure-Coded Multi-Source Streaming for UHD Videos Within Cloud Native 5G Networks. IEEE Trans. Mob. Comput. 23(2): 1472-1487 (2024) - [j130]Zhiwei Zhai, Qiong Wu, Shuai Yu, Rui Li, Fei Zhang, Xu Chen:
FedLEO: An Offloading-Assisted Decentralized Federated Learning Framework for Low Earth Orbit Satellite Networks. IEEE Trans. Mob. Comput. 23(5): 5260-5279 (2024) - [j129]Zhiying Feng, Xu Chen, Qiong Wu, Wen Wu, Xiaoxi Zhang, Qianyi Huang:
FedDD: Toward Communication-Efficient Federated Learning With Differential Parameter Dropout. IEEE Trans. Mob. Comput. 23(5): 5366-5384 (2024) - [j128]Liekang Zeng, Xu Chen, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou:
Serving Graph Neural Networks With Distributed Fog Servers for Smart IoT Services. IEEE/ACM Trans. Netw. 32(1): 550-565 (2024) - [j127]Liekang Zeng, Haowei Chen, Daipeng Feng, Xiaoxi Zhang, Xu Chen:
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones. IEEE/ACM Trans. Netw. 32(1): 713-728 (2024) - [j126]Guangjing Huang, Qiong Wu, Peng Sun, Qian Ma, Xu Chen:
Collaboration in Federated Learning With Differential Privacy: A Stackelberg Game Analysis. IEEE Trans. Parallel Distributed Syst. 35(3): 455-469 (2024) - [j125]Tianyu Zeng, Xiaoxi Zhang, Jingpu Duan, Chao Yu, Chuan Wu, Xu Chen:
An Offline-Transfer-Online Framework for Cloud-Edge Collaborative Distributed Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. 35(5): 720-731 (2024) - [j124]Rui Huang, Wushao Wen, Xu Chen, Zhi Zhou, Qiangpu Chen, Chongwu Dong:
Joint Power Allocation and Task Replication for Reliability-Sensitive Services in NOMA-Enabled Vehicular Edge Computing. IEEE Trans. Veh. Technol. 73(3): 4178-4193 (2024) - 2023
- [j123]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) - [j122]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) - [j121]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) - [j120]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) - [j119]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) - [j118]Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, A. Hamid Aghvami, Geoffrey Y. Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kat-Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang, Jianwei Huang, 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. IEEE Netw. 37(5): 71-80 (2023) - [j117]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) - [j116]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) - [j115]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) - [j114]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) - [j113]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) - [j112]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) - [j111]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) - [j110]Guocheng Liao, Xu Chen, Jianwei Huang:
Privacy Protection Under Incomplete Social and Data Correlation Information. IEEE/ACM Trans. Netw. 31(6): 2515-2528 (2023) - [j109]Xuezheng Liu, Zirui Yan, Yipeng Zhou, Di Wu, Xu Chen, Jessie Hui Wang:
Optimizing Parameter Mixing Under Constrained Communications in Parallel Federated Learning. IEEE/ACM Trans. Netw. 31(6): 2640-2652 (2023) - [j108]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) - [j107]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) - [j106]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) - [j105]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) - [j104]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) - [c84]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 - [c83]Shen Cai, Zhi Zhou, Kongyange Zhao, Xu Chen:
Cost-Efficient Serverless Inference Serving with Joint Batching and Multi-Processing. APSys 2023: 43-49 - [c82]Wenzhong Ou, Daipeng Feng, Ke Luo, Xu Chen:
Eco-SLAM: Resource-Efficient Edge-Assisted Collaborative Visual SLAM System. ICA3PP (4) 2023: 307-324 - [c81]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 - [c80]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 - [c79]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 - [c78]Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen:
Behavior Tree-based Workflow Modeling and Scheduling for Serverless Edge Computing. ICDCS 2023: 955-956 - [c77]Jing Peng, Zhi Zhou, Kongyange Zhao, Huirong Ma, Xu Chen:
Cost-Efficient Cloud-Edge Video Analytics with Hybird IaaS and FaaS Resources. ICPADS 2023: 2515-2522 - [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 - [i52]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) - [i51]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) - [i50]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) - [i49]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) - [i48]Liekang Zeng, Haowei Chen, Daipeng Feng, Xiaoxi Zhang, Xu Chen:
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones. CoRR abs/2307.09880 (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
- [j103]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) - [j102]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) - [j101]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) - [j100]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) - [j99]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) - [j98]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) - [j97]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) - [j96]Yunpeng Weng, Liang Chen, Xu Chen:
Identifying User Relationship on WeChat Money-Gifting Network. IEEE Trans. Knowl. Data Eng. 34(8): 3814-3825 (2022) - [j95]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) - [j94]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) - [j93]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) - [j92]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) - [j91]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) - [j90]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) - [j89]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) - [j88]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) - [j87]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) - [j86]Guocheng Liao, Xu Chen, Jianwei Huang:
Privacy-Aware Online Social Networking With Targeted Advertisement. IEEE/ACM Trans. Netw. 30(3): 1312-1327 (2022) - [j85]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) - [j84]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) - [j83]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) - [j82]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]Canhui Chen, Xu Chen, Zhixuan Fang:
TIPS: Transaction Inclusion Protocol with Signaling in DAG-based Blockchain. CoRR abs/2207.04841 (2022) - [i44]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) - [i43]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) - [i42]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
- [j81]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) - [j80]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) - [j79]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) - [j78]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) - [j77]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) - [j76]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) - [j75]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) - [j74]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) - [j73]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) - [j72]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) - [j71]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) - [j70]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 - [i41]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) - [i40]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) - [i39]Ning Zhang, Qian Ma, Xu Chen:
Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective. CoRR abs/2106.11814 (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 - [j69]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) - [j68]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) - [j67]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) - [j66]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) - [j65]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) - [j64]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) - [j63]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) - [j62]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) - [j61]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) - [j60]Guocheng Liao, Xu Chen, Jianwei Huang:
Prospect Theoretic Analysis of Privacy-Preserving Mechanism. IEEE/ACM Trans. Netw. 28(1): 71-83 (2020) - [j59]Guocheng Liao, Xu Chen, Jianwei Huang:
Social-Aware Privacy-Preserving Mechanism for Correlated Data. IEEE/ACM Trans. Netw. 28(4): 1671-1683 (2020) - [j58]Miao Hu, Zixuan Xie, Di Wu, Yipeng Zhou, Xu Chen, Liang Xiao:
Heterogeneous Edge Offloading With Incomplete Information: A Minority Game Approach. IEEE Trans. Parallel Distributed Syst. 31(9): 2139-2154 (2020) - [j57]Qian Shi, Xu Chen:
Carpool for Big Data: Enabling Efficient Crowd Cooperation in Data Market for Pervasive AI. IEEE Trans. Veh. Technol. 69(7): 7778-7789 (2020) - [j56]En Li, Liekang Zeng, Zhi Zhou, Xu Chen:
Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. IEEE Trans. Wirel. Commun. 19(1): 447-457 (2020) - [j55]Siqi Luo, Xu Chen, Zhi Zhou, Xiang Chen, Weigang Wu:
Incentive-Aware Micro Computing Cluster Formation for Cooperative Fog Computing. IEEE Trans. Wirel. Commun. 19(4): 2643-2657 (2020) - [j54]Huirong Ma, Zhi Zhou, Xu Chen:
Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing. IEEE Trans. Wirel. Commun. 19(10): 6454-6468 (2020) - [j53]Siqi Luo, Xu Chen, Qiong Wu, Zhi Zhou, Shuai Yu:
HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning. IEEE Trans. Wirel. Commun. 19(10): 6535-6548 (2020) - [j52]Shuai Yu, Xu Chen, Lei Yang, Di Wu, Mehdi Bennis, Junshan Zhang:
Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading. IEEE Wirel. Commun. 27(1): 92-99 (2020) - [j51]Xiaofei Wang, Chenyang Wang, Xu Chen, Xiaoming Fu, Jinyoung Han, Xin Wang:
Measurement and analysis on large-scale offline mobile app dissemination over device-to-device sharing in mobile social networks. World Wide Web 23(4): 2363-2389 (2020) - [c52]Muhong Wu, Shuai Yu, Xu Chen:
Ada3D: Real-Time 3D Reconstruction with Compression Rate Adaptation. ACM TUR-C 2020: 95-99 - [c51]Wen Fan, Ke Luo, Shuai Yu, Zhi Zhou, Xu Chen:
AoI-driven Fresh Situation Awareness by UAV Swarm: Collaborative DRL-based Energy-Efficient Trajectory Control and Data Processing. ICCC 2020: 841-846 - [c50]Yunhin Chan, Ke Luo, Xu Chen:
Compressive Sensing based Predictive Online Scheduling with Task Colocation in Cloud Data Center. ICPADS 2020: 554-562 - [c49]Guocheng Liao, Xu Chen, Jianwei Huang:
Privacy Policy in Online Social Network with Targeted Advertising Business. INFOCOM 2020: 934-943 - [i37]Qiong Wu, Kaiwen He, Xu Chen:
Personalized Federated Learning for Intelligent IoT Applications: A Cloud-Edge based Framework. CoRR abs/2002.10671 (2020) - [i36]Siqi Luo, Xu Chen, Qiong Wu, Zhi Zhou, Shuai Yu:
HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning. CoRR abs/2002.11343 (2020) - [i35]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. CoRR abs/2003.03971 (2020) - [i34]Deyin Liu, Xu Chen, Zhi Zhou, Qing Ling:
HierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing. CoRR abs/2003.09876 (2020) - [i33]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. CoRR abs/2003.10916 (2020) - [i32]Lingjun Pu, Xu Chen, Ruilin Yun, Xinjing Yuan, Pan Zhou, Jingdong Xu:
Cocktail: Cost-efficient and Data Skew-aware Online In-Network Distributed Machine Learning for Intelligent 5G and Beyond. CoRR abs/2004.00799 (2020) - [i31]Haowei Chen, Liekang Zeng, Shuai Yu, Xu Chen:
Knowledge Distillation for Mobile Edge Computation Offloading. CoRR abs/2004.04366 (2020) - [i30]Huirong Ma, Zhi Zhou, Xu Chen:
Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing. CoRR abs/2006.09710 (2020) - [i29]Shuai Yu, Xu Chen, Shuai Wang, Lingjun Pu, Di Wu:
An Edge Computing-based Photo Crowdsourcing Framework for Real-time 3D Reconstruction. CoRR abs/2007.01562 (2020) - [i28]Xin Tang, Xu Chen, Liekang Zeng, Shuai Yu, Lin Chen:
Joint Multi-User DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence. CoRR abs/2007.09072 (2020) - [i27]Shuai Yu, Xu Chen, Zhi Zhou, Xiaowen Gong, Di Wu:
When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network. CoRR abs/2009.10601 (2020) - [i26]Yunpeng Weng, Xu Chen, Liang Chen, Wei Liu:
GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs. CoRR abs/2011.01393 (2020) - [i25]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. CoRR abs/2011.07238 (2020) - [i24]Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang:
CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices. CoRR abs/2012.03257 (2020) - [i23]Qiong Wu, Xu Chen, Zhi Zhou, Junshan Zhang:
FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring. CoRR abs/2012.07450 (2020)
2010 – 2019
- 2019
- [j50]Tong Zhan, Wenzhong Li, Xu Chen, Sanglu Lu:
MegaLight: Learning-based Color Adaptation for Barcode Stream Recognition over Screen-Camera Links. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(2): 66:1-66:23 (2019) - [j49]Lingjun Pu, Xu Chen, Guoqiang Mao, Qinyi Xie, Jingdong Xu:
Chimera: An Energy-Efficient and Deadline-Aware Hybrid Edge Computing Framework for Vehicular Crowdsensing Applications. IEEE Internet Things J. 6(1): 84-99 (2019) - [j48]Junkai Liu, Ke Luo, Zhi Zhou, Xu Chen:
ERP: Edge Resource Pooling for Data Stream Mobile Computing. IEEE Internet Things J. 6(3): 4355-4368 (2019) - [j47]Song Yang, Fan Li, Meng Shen, Xu Chen, Xiaoming Fu, Yu Wang:
Cloudlet Placement and Task Allocation in Mobile Edge Computing. IEEE Internet Things J. 6(3): 5853-5863 (2019) - [j46]Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen:
Mobile Social Data Learning for User-Centric Location Prediction With Application in Mobile Edge Service Migration. IEEE Internet Things J. 6(5): 7737-7747 (2019) - [j45]Kang Liu, Xiaoyu Qiu, Wuhui Chen, Xu Chen, Zibin Zheng:
Optimal Pricing Mechanism for Data Market in Blockchain-Enhanced Internet of Things. IEEE Internet Things J. 6(6): 9748-9761 (2019) - [j44]Zhen Zhang, Zicong Hong, Wuhui Chen, Zibin Zheng, Xu Chen:
Joint Computation Offloading and Coin Loaning for Blockchain-Empowered Mobile-Edge Computing. IEEE Internet Things J. 6(6): 9934-9950 (2019) - [j43]Zhi Zhou, Qiong Wu, Xu Chen:
Online Orchestration of Cross-Edge Service Function Chaining for Cost-Efficient Edge Computing. IEEE J. Sel. Areas Commun. 37(8): 1866-1880 (2019) - [j42]Liekang Zeng, En Li, Zhi Zhou, Xu Chen:
Boomerang: On-Demand Cooperative Deep Neural Network Inference for Edge Intelligence on the Industrial Internet of Things. IEEE Netw. 33(5): 96-103 (2019) - [j41]Xiaofei Wang, Yiwen Han, Chenyang Wang, Qiyang Zhao, Xu Chen, Min Chen:
In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning. IEEE Netw. 33(5): 156-165 (2019) - [j40]Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang:
Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing. Proc. IEEE 107(8): 1738-1762 (2019) - [j39]Gongwei Xiao, Muhong Wu, Qian Shi, Zhi Zhou, Xu Chen:
DeepVR: Deep Reinforcement Learning for Predictive Panoramic Video Streaming. IEEE Trans. Cogn. Commun. Netw. 5(4): 1167-1177 (2019) - [j38]Chaojing Xue, Wenzhong Li, Lingfan Yu, Jiacheng Shang, Xu Chen, Sanglu Lu:
SERO: A Model-Driven Seamless Roaming Framework for Wireless Mesh Network With Multipath TCP. IEEE Trans. Commun. 67(2): 1284-1296 (2019) - [j37]Lingjun Pu, Xu Chen, Jingdong Xu, Xiaoming Fu:
Content Retrieval at the Edge: A Social-Aware and Named Data Cooperative Framework. IEEE Trans. Emerg. Top. Comput. 7(1): 135-148 (2019) - [j36]Miao Hu, Lei Zhuang, Di Wu, Yipeng Zhou, Xu Chen, Liang Xiao:
Learning Driven Computation Offloading for Asymmetrically Informed Edge Computing. IEEE Trans. Parallel Distributed Syst. 30(8): 1802-1815 (2019) - [j35]Yali Yuan, Chencheng Liang, Megumi Kaneko, Xu Chen, Dieter Hogrefe:
Topology Control for Energy-Efficient Localization in Mobile Underwater Sensor Networks Using Stackelberg Game. IEEE Trans. Veh. Technol. 68(2): 1487-1500 (2019) - [c48]Gongwei Xiao, Xu Chen, Muhong Wu, Zhi Zhou:
Deep reinforcement learning-driven intelligent panoramic video bitrate adaptation. ACM TUR-C 2019: 41:1-41:5 - [c47]Kaiwen He, Yufen Huang, Xu Chen, Zhi Zhou, Shuai Yu:
Graph Attention Spatial-Temporal Network for Deep Learning Based Mobile Traffic Prediction. GLOBECOM 2019: 1-6 - [c46]Huirong Ma, Zhi Zhou, Xu Chen:
Predictive Service Placement in Mobile Edge Computing. ICCC 2019: 792-797 - [c45]Siqi Luo, Xu Chen, Zhi Zhou:
F3C: Fog-enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing. ICDCS 2019: 1019-1028 - [c44]Bo Zhang, Qiong Wu, Xu Chen, Liang Chen:
Information Cascades over Diffusion-Restricted Social Network: A Data-Driven Analysis. INFOCOM Workshops 2019: 151-156 - [c43]Tao Ouyang, Rui Li, Xu Chen, Zhi Zhou, Xin Tang:
Adaptive User-managed Service Placement for Mobile Edge Computing: An Online Learning Approach. INFOCOM 2019: 1468-1476 - [c42]Lei Jiao, Ruiting Zhou, Xiaojun Lin, Xu Chen:
Online Scheduling of Traffic Diversion and Cloud Scrubbing with Uncertainty in Current Inputs. MobiHoc 2019: 271-280 - [c41]Zhi Zhou, Xu Chen, Weigang Wu, Di Wu, Junshan Zhang:
Predictive Online Server Provisioning for Cost-Efficient IoT Data Streaming Across Collaborative Edges. MobiHoc 2019: 321-330 - [c40]Zhi Zhou, Xu Chen:
On-demand Privacy Preservation for Cost-Efficient Edge Intelligence Model Training. ProvSec 2019: 321-329 - [c39]Tao Ouyang, Xu Chen, Liekang Zeng, Zhi Zhou:
Cost-Aware Edge Resource Probing for Infrastructure-Free Edge Computing: From Optimal Stopping to Layered Learning. RTSS 2019: 380-391 - [c38]Yujun Huang, Yunpeng Weng, Shuai Yu, Xu Chen:
Diffusion Convolutional Recurrent Neural Network with Rank Influence Learning for Traffic Forecasting. TrustCom/BigDataSE 2019: 678-685 - [i22]Zhi Zhou, Xu Chen, En Li, Liekang Zeng, Ke Luo, Junshan Zhang:
Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing. CoRR abs/1905.10083 (2019) - [i21]Yiwen Han, Xiaofei Wang, Victor C. M. Leung, Dusit Niyato, Xueqiang Yan, Xu Chen:
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey. CoRR abs/1907.08349 (2019) - [i20]En Li, Liekang Zeng, Zhi Zhou, Xu Chen:
Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. CoRR abs/1910.05316 (2019) - [i19]Guocheng Liao, Xu Chen, Jianwei Huang:
Prospect Theoretic Analysis of Privacy-Preserving Mechanism. CoRR abs/1911.03833 (2019) - 2018
- [j34]Song Yang, Philipp Wieder, Muzzamil Aziz, Ramin Yahyapour, Xiaoming Fu, Xu Chen:
Latency-Sensitive Data Allocation and Workload Consolidation for Cloud Storage. IEEE Access 6: 76098-76110 (2018) - [j33]Yang Yang, Kunlun Wang, Guowei Zhang, Xu Chen, Xiliang Luo, Ming-Tuo Zhou:
MEETS: Maximal Energy Efficient Task Scheduling in Homogeneous Fog Networks. IEEE Internet Things J. 5(5): 4076-4087 (2018) - [j32]Xinlei Chen, Yulei Zhao, Yong Li, Xu Chen, Ning Ge, Sheng Chen:
Social Trust Aided D2D Communications: Performance Bound and Implementation Mechanism. IEEE J. Sel. Areas Commun. 36(7): 1593-1608 (2018) - [j31]Lingjun Pu, Lei Jiao, Xu Chen, Lin Wang, Qinyi Xie, Jingdong Xu:
Online Resource Allocation, Content Placement and Request Routing for Cost-Efficient Edge Caching in Cloud Radio Access Networks. IEEE J. Sel. Areas Commun. 36(8): 1751-1767 (2018) - [j30]Tao Ouyang, Zhi Zhou, Xu Chen:
Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing. IEEE J. Sel. Areas Commun. 36(10): 2333-2345 (2018) - [j29]Xu Chen, Qian Shi, Lei Yang, Jie Xu:
ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications. IEEE Netw. 32(1): 61-65 (2018) - [j28]Xu Chen, Zhi Zhou, Weigang Wu, Di Wu, Junshan Zhang:
Socially-Motivated Cooperative Mobile Edge Computing. IEEE Netw. 32(6): 177-183 (2018) - [j27]Xu Chen, Wenzhong Li, Sanglu Lu, Zhi Zhou, Xiaoming Fu:
Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing. IEEE Trans. Veh. Technol. 67(9): 8769-8780 (2018) - [c37]Yunpeng Weng, Muhong Wu, Xu Chen, Qiong Wu, Lingnan He, Liang Chen:
WeChat Toxic Article Detection: A Data-Driven Machine Learning Approach. APSIPA 2018: 916-921 - [c36]Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen:
User-Centric Location Prediction in Mobile Social Networks: A Factor Graph Learning Approach. GLOBECOM 2018: 1-6 - [c35]Xiaokun Li, Siyang Wang, Weigang Wu, Xu Chen, Bin Xiao:
Interest Tree Based Information Dissemination via Vehicular Named Data Networking. ICCCN 2018: 1-9 - [c34]Yang Yang, Kunlun Wang, Guowei Zhang, Xu Chen, Xiliang Luo, Ming-Tuo Zhou:
Maximal energy efficient task scheduling for homogeneous fog networks. INFOCOM Workshops 2018: 274-279 - [c33]Tao Ouyang, Zhi Zhou, Xu Chen:
Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing. IWQoS 2018: 1-10 - [c32]Guocheng Liao, Xu Chen, Jianwei Huang:
Social-Aware Privacy-Preserving Correlated Data Collection. MobiHoc 2018: 11-20 - [c31]En Li, Zhi Zhou, Xu Chen:
Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy. MECOMM@SIGCOMM 2018: 31-36 - [c30]Junkai Liu, Ke Luo, Zhi Zhou, Xu Chen:
A D2D offloading approach to efficient mobile edge resource pooling. WiOpt 2018: 1-6 - [i18]Yali Yuan, Chencheng Liang, Megumi Kaneko, Xu Chen, Dieter Hogrefe:
Topology Control for Energy-Efficient Localization in Mobile Underwater Sensor Networks using Stackelberg Game. CoRR abs/1805.12361 (2018) - [i17]Xu Chen, Wenzhong Li, Sanglu Lu, Zhi Zhou, Xiaoming Fu:
Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing. CoRR abs/1806.03124 (2018) - [i16]En Li, Zhi Zhou, Xu Chen:
Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy. CoRR abs/1806.07840 (2018) - [i15]Tao Ouyang, Zhi Zhou, Xu Chen:
Follow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing. CoRR abs/1809.05239 (2018) - [i14]Xiaofei Wang, Yiwen Han, Chenyang Wang, Qiyang Zhao, Xu Chen, Min Chen:
In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning. CoRR abs/1809.07857 (2018) - 2017
- [j26]Guoqiao Ye, Gaoxiang Li, Di Wu, Xu Chen, Yipeng Zhou:
Towards Cost Minimization With Renewable Energy Sharing in Cooperative Residential Communities. IEEE Access 5: 11688-11699 (2017) - [j25]Xiaowen Gong, Lingjie Duan, Xu Chen, Junshan Zhang:
When Social Network Effect Meets Congestion Effect in Wireless Networks: Data Usage Equilibrium and Optimal Pricing. IEEE J. Sel. Areas Commun. 35(2): 449-462 (2017) - [j24]Lingjun Pu, Xu Chen, Jingdong Xu, Xiaoming Fu:
Crowd Foraging: A QoS-Oriented Self-Organized Mobile Crowdsourcing Framework Over Opportunistic Networks. IEEE J. Sel. Areas Commun. 35(4): 848-862 (2017) - [j23]Konglin Zhu, Wenting Zhi, Xu Chen, Lin Zhang:
Socially Motivated Data Caching in Ultra-Dense Small Cell Networks. IEEE Netw. 31(4): 42-48 (2017) - [j22]Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang:
Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access. IEEE/ACM Trans. Netw. 25(1): 536-549 (2017) - [j21]Xiaowen Gong, Xu Chen, Kai Xing, Dong-Hoon Shin, Mengyuan Zhang, Junshan Zhang:
From Social Group Utility Maximization to Personalized Location Privacy in Mobile Networks. IEEE/ACM Trans. Netw. 25(3): 1703-1716 (2017) - [j20]Chao Wu, Xu Chen, Wenwu Zhu, Yaoxue Zhang:
Socially-Driven Learning-Based Prefetching in Mobile Online Social Networks. IEEE/ACM Trans. Netw. 25(4): 2320-2333 (2017) - [j19]Xu Chen, Lingjun Pu, Lin Gao, Weigang Wu, Di Wu:
Exploiting Massive D2D Collaboration for Energy-Efficient Mobile Edge Computing. IEEE Wirel. Commun. 24(4): 64-71 (2017) - [c29]Guocheng Liao, Xu Chen, Jianwei Huang:
Optimal Privacy-Preserving Data Collection: A Prospect Theory Perspective. GLOBECOM 2017: 1-6 - [c28]Xu Chen, Junshan Zhang:
When D2D meets cloud: Hybrid mobile task offloadings in fog computing. ICC 2017: 1-6 - [c27]Chao Wu, Yaoxue Zhang, Lan Zhang, Bowen Yang, Xu Chen, Wenwu Zhu, Lili Qiu:
ButterFly: Mobile collaborative rendering over GPU workload migration. INFOCOM 2017: 1-9 - [e1]Lingjie Duan, Anibal Sanjab, Husheng Li, Xu Chen, Donatello Materassi, Rachid El Azouzi:
Game Theory for Networks - 7th International EAI Conference, GameNets 2017 Knoxville, TN, USA, May 9, 2017, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 212, Springer 2017, ISBN 978-3-319-67539-8 [contents] - [i13]Xu Chen, Lingjun Pu, Lin Gao, Weigang Wu, Di Wu:
Exploiting Massive D2D Collaboration for Energy-Efficient Mobile Edge Computing. CoRR abs/1703.10340 (2017) - 2016
- [j18]Ling Tang, Xu Chen, Shibo He:
When Social Network Meets Mobile Cloud: A Social Group Utility Approach for Optimizing Computation Offloading in Cloudlet. IEEE Access 4: 5868-5879 (2016) - [j17]Konglin Zhu, Wenting Zhi, Lin Zhang, Xu Chen, Xiaoming Fu:
Social-Aware Incentivized Caching for D2D Communications. IEEE Access 4: 7585-7593 (2016) - [j16]Lingjun Pu, Xu Chen, Jingdong Xu, Xiaoming Fu:
D2D Fogging: An Energy-Efficient and Incentive-Aware Task Offloading Framework via Network-assisted D2D Collaboration. IEEE J. Sel. Areas Commun. 34(12): 3887-3901 (2016) - [j15]Yang Cao, Tao Jiang, Xu Chen, Junshan Zhang:
Social-Aware Video Multicast Based on Device-to-Device Communications. IEEE Trans. Mob. Comput. 15(6): 1528-1539 (2016) - [j14]Xu Chen, Lei Jiao, Wenzhong Li, Xiaoming Fu:
Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing. IEEE/ACM Trans. Netw. 24(5): 2795-2808 (2016) - [j13]Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang:
Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework. IEEE/ACM Trans. Netw. 24(6): 3593-3606 (2016) - [c26]Ling Tang, Xu Chen:
An Efficient Social-Aware Computation Offloading Algorithm in Cloudlet System. GLOBECOM 2016: 1-6 - [c25]Shuai Yu, Rami Langar, Wenzhong Li, Xu Chen:
Coalition-based energy efficient offloading strategy for immersive collaborative applications in Femto-Cloud. ICC 2016: 1-6 - [c24]Lingjun Pu, Xu Chen, Jingdong Xu, Xiaoming Fu:
Crowdlet: Optimal worker recruitment for self-organized mobile crowdsourcing. INFOCOM 2016: 1-9 - [c23]Chao Wu, Xu Chen, Yuezhi Zhou, Ningyuan Li, Xiaoming Fu, Yaoxue Zhang:
Spice: Socially-driven learning-based mobile media prefetching. INFOCOM 2016: 1-9 - [c22]Chao Wu, Jia Jia, Wenwu Zhu, Xu Chen, Bowen Yang, Yaoxue Zhang:
Affective Contextual Mobile Recommender System. ACM Multimedia 2016: 1375-1384 - [i12]Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang:
Exploiting Social Tie Structure for Cooperative Wireless Networking: A Social Group Utility Maximization Framework. CoRR abs/1605.00091 (2016) - [i11]Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang:
Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access. CoRR abs/1606.06257 (2016) - [i10]Lingjun Pu, Xu Chen, Jingdong Xu, Xiaoming Fu:
Content Retrieval At the Edge: A Social-aware and Named Data Cooperative Framework. CoRR abs/1606.06316 (2016) - 2015
- [j12]Yichao Chen, Shibo He, Fen Hou, Zhiguo Shi, Xu Chen:
Optimal user-centric relay assisted device-to-device communications: an auction approach. IET Commun. 9(3): 386-395 (2015) - [j11]Xu Chen, Jianwei Huang:
Spatial Spectrum Access Game. IEEE Trans. Mob. Comput. 14(3): 646-659 (2015) - [j10]Xu Chen, Jianwei Huang:
Imitation-Based Social Spectrum Sharing. IEEE Trans. Mob. Comput. 14(6): 1189-1202 (2015) - [j9]Xu Chen, Brian Proulx, Xiaowen Gong, Junshan Zhang:
Exploiting Social Ties for Cooperative D2D Communications: A Mobile Social Networking Case. IEEE/ACM Trans. Netw. 23(5): 1471-1484 (2015) - [j8]Xu Chen:
Decentralized Computation Offloading Game for Mobile Cloud Computing. IEEE Trans. Parallel Distributed Syst. 26(4): 974-983 (2015) - [j7]Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor:
Cost-Effective and Privacy-Preserving Energy Management for Smart Meters. IEEE Trans. Smart Grid 6(1): 486-495 (2015) - [j6]Xiaowen Gong, Xu Chen, Junshan Zhang, H. Vincent Poor:
Exploiting Social Trust Assisted Reciprocity (STAR) Toward Utility-Optimal Socially-Aware Crowdsensing. IEEE Trans. Signal Inf. Process. over Networks 1(3): 195-208 (2015) - [c21]Xiaowen Gong, Xu Chen, Kai Xing, Dong-Hoon Shin, Mengyuan Zhang, Junshan Zhang:
Personalized location privacy in mobile networks: A social group utility approach. INFOCOM 2015: 1008-1016 - [c20]Lingjun Pu, Xu Chen, Jingdong Xu, Xiaoming Fu:
sNDN: A Social-aware Named Data Framework for Cooperative Content Retrieval via D2D Communications. MobiArch 2015: 14-19 - [c19]Xiaowen Gong, Lingjie Duan, Xu Chen:
When Network Effect Meets Congestion Effect: Leveraging Social Services for Wireless Services. MobiHoc 2015: 147-156 - [c18]Narisu Tao, Xu Chen, Xiaoming Fu:
AS path inference: From complex network perspective. Networking 2015: 1-9 - [i9]Xiaowen Gong, Xu Chen, Junshan Zhang, H. Vincent Poor:
Exploiting Social Trust Assisted Reciprocity (STAR) towards Utility-Optimal Socially-aware Crowdsensing. CoRR abs/1508.05525 (2015) - [i8]Xu Chen, Lei Jiao, Wenzhong Li, Xiaoming Fu:
Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing. CoRR abs/1510.00888 (2015) - 2014
- [b1]Xiaowen Gong, Xu Chen, Lei Yang, Junshan Zhang:
Social Group Utility Maximization. Springer Briefs in Electrical and Computer Engineering, Springer 2014, ISBN 978-3-319-12321-9, pp. 1-59 - [j5]Richard Southwell, Xu Chen, Jianwei Huang:
Quality of Service Games for Spectrum Sharing. IEEE J. Sel. Areas Commun. 32(3): 589-600 (2014) - [c17]Xiaowen Gong, Xu Chen, Junshan Zhang:
Social group utility maximization in mobile networks: From altruistic to malicious behavior. CISS 2014: 1-6 - [c16]Xiaowen Gong, Xu Chen, Junshan Zhang, H. Vincent Poor:
From social trust assisted reciprocity (STAR) to utility-optimal mobile crowdsensing. GlobalSIP 2014: 742-745 - [c15]Mengyuan Zhang, Xu Chen, Junshan Zhang:
Social-aware relay selection for cooperative networking: An optimal stopping approach. ICC 2014: 2257-2262 - [c14]Yang Cao, Xu Chen, Tao Jiang, Junshan Zhang:
SoCast: Social ties based cooperative video multicast. INFOCOM 2014: 415-423 - [c13]Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor:
Optimal privacy-preserving energy management for smart meters. INFOCOM 2014: 513-521 - [c12]Jingchao Sun, Xu Chen, Jinxue Zhang, Yanchao Zhang, Junshan Zhang:
SYNERGY: A game-theoretical approach for cooperative key generation in wireless networks. INFOCOM 2014: 997-1005 - [c11]Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang:
A social group utility maximization framework with applications in database assisted spectrum access. INFOCOM 2014: 1959-1967 - [i7]Xu Chen, Jianwei Huang:
Imitation-based Social Spectrum Sharing. CoRR abs/1405.2822 (2014) - [i6]Xu Chen, Jianwei Huang:
Spatial Spectrum Access Game. CoRR abs/1405.3860 (2014) - 2013
- [j4]Xu Chen, Jianwei Huang:
Distributed Spectrum Access with Spatial Reuse. IEEE J. Sel. Areas Commun. 31(3): 593-603 (2013) - [j3]Xu Chen, Jianwei Huang:
Database-Assisted Distributed Spectrum Sharing. IEEE J. Sel. Areas Commun. 31(11): 2349-2361 (2013) - [j2]Xu Chen, Jianwei Huang:
Evolutionarily Stable Spectrum Access. IEEE Trans. Mob. Comput. 12(7): 1281-1293 (2013) - [j1]Xu Chen, Jianwei Huang, Husheng Li:
Adaptive Channel Recommendation for Opportunistic Spectrum Access. IEEE Trans. Mob. Comput. 12(9): 1788-1800 (2013) - [c10]Xiaowen Gong, Xu Chen, Junshan Zhang:
Social group utility maximization game with applications in mobile social networks. Allerton 2013: 1496-1500 - [c9]Bangyi Zhu, Xu Chen, Jianwei Huang:
Decentralized spatial spectrum access. ICC 2013: 6322-6326 - [c8]Richard Southwell, Xu Chen, Jianwei Huang:
QoS satisfaction games for spectrum sharing. INFOCOM 2013: 570-574 - [c7]Xu Chen, Brian Proulx, Xiaowen Gong, Junshan Zhang:
Social trust and social reciprocity based cooperative D2D communications. MobiHoc 2013: 187-196 - [c6]Chuan Huang, Xu Chen, Junshan Zhang:
From Decision Fusion to Localization in Radar Sensor Networks: A Game Theoretical View. WASA 2013: 233-243 - [i5]Xu Chen, Jianwei Huang:
Database-assisted Distributed Spectrum Sharing. CoRR abs/1301.2848 (2013) - [i4]Richard Southwell, Xu Chen, Jianwei Huang:
Quality of Service Games for Spectrum Sharing. CoRR abs/1310.2354 (2013) - 2012
- [c5]Shimin Gong, Xu Chen, Jianwei Huang, Ping Wang:
On-demand spectrum sharing by flexible time-slotted cognitive radio networks. GLOBECOM 2012: 1205-1210 - [c4]Xu Chen, Jianwei Huang:
Game Theoretic Analysis of Distributed Spectrum Sharing with Database. ICDCS 2012: 255-264 - [c3]Xu Chen, Jianwei Huang:
Spatial spectrum access game: nash equilibria and distributed learning. MobiHoc 2012: 205-214 - [c2]Xu Chen, Jianwei Huang:
Imitative spectrum access. WiOpt 2012: 145-152 - [i3]Xu Chen, Jianwei Huang:
Evolutionarily Stable Spectrum Access. CoRR abs/1204.2376 (2012) - [i2]Xu Chen, Jianwei Huang:
Distributed Spectrum Access with Spatial Reuse. CoRR abs/1209.5130 (2012) - 2011
- [c1]Xu Chen, Jianwei Huang:
Evolutionarily Stable Open Spectrum Access in a Many-Users Regime. GLOBECOM 2011: 1-5 - [i1]Xu Chen, Jianwei Huang, Husheng Li:
Adaptive Channel Recommendation for Dynamic Spectrum Access. CoRR abs/1102.4728 (2011)
Coauthor Index
[j136] [j128] [j124] [j123] [j122] [j121] [j120] [j117] [j114] [j112] [j108] [c83] [c80] [c79] [c78] [c77] [c76] [c75] [c73] [c72] [c71] [c69] [i52] [i50] [i49] [i47] [j102] [j97] [j93] [j91] [j83] [j82] [c66] [c65] [c60] [c59] [i43] [j79] [j77] [j72] [j71] [j70] [c58] [c56] [c55] [i40] [i38] [b2] [j67] [j64] [j63] [j61] [j56] [j55] [j54] [j53] [c51] [i36] [i35] [i34] [i33] [i30] [i27] [i24] [i23] [j48] [j46] [j43] [j42] [j40] [j39] [c48] [c47] [c46] [c45] [c43] [c41] [c40] [c39] [i22] [i20] [j30] [j28] [j27] [c36] [c33] [c31] [c30] [i17] [i16] [i15]
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