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Xu 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 — 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)
- Xu Chen 0026 — Alibaba Group (and 2 more)
- Mia Xu Chen (aka: Xu Chen 0027) — Google, Mountain View, CA, USA (and 1 more)
- Xu Chen 0028 — AT&T Labs - Research, Shannon Laboratory, NJ, USA (and 1 more)
- Xu Chen 0029 — China Academy of Information and Telecommunications Technology, CAICT, Beijing, China (and 2 more)
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2020 – today
- 2024
- [j165]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) - [j164]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) - [j163]Xu Chen, Wei Feng, Ning Ge, Yan Zhang:
Zero Trust Architecture for 6G Security. IEEE Netw. 38(4): 224-232 (2024) - [j162]Yantian Luo, Xu Chen, Hancun Sun, Xiangling Li, Ning Ge, Wei Feng, Jianhua Lu:
Securing 5G/6G IoT Using Transformer and Personalized Federated Learning: An Access-Side Distributed Malicious Traffic Detection Framework. IEEE Open J. Commun. Soc. 5: 1325-1339 (2024) - [j161]Xu Chen, Wei Feng, Yunfei Chen, Ning Ge, You He:
Access-Side DDoS Defense for Space-Air-Ground Integrated 6G V2X Networks. IEEE Open J. Commun. Soc. 5: 2847-2868 (2024) - [j160]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) - [j159]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) - [j158]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) - [j157]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) - [j156]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) - [j155]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) - [j154]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) - [j153]Jingyi Li, Guocheng Liao, Lin Chen, Xu Chen:
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification Tasks. IEEE Trans. Mob. Comput. 23(5): 5494-5510 (2024) - [j152]Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen:
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets. IEEE Trans. Mob. Comput. 23(7): 7664-7679 (2024) - [j151]Kongyange Zhao, Zhi Zhou, Lei Jiao, Shen Cai, Fei Xu, Xu Chen:
Taming Serverless Cold Start of Cloud Model Inference With Edge Computing. IEEE Trans. Mob. Comput. 23(8): 8111-8128 (2024) - [j150]Ke Xiao, Song Yang, Fan Li, Liehuang Zhu, Xu Chen, Xiaoming Fu:
Making Serverless Not So Cold in Edge Clouds: A Cost-Effective Online Approach. IEEE Trans. Mob. Comput. 23(9): 8789-8802 (2024) - [j149]Wuxing Mao, Qian Ma, Guocheng Liao, Xu Chen:
Game Analysis and Incentive Mechanism Design for Differentially Private Cross-Silo Federated Learning. IEEE Trans. Mob. Comput. 23(10): 9337-9351 (2024) - [j148]Ning Zhang, Qian Ma, Wuxing Mao, Xu Chen:
Coalitional FL: Coalition Formation and Selection in Federated Learning With Heterogeneous Data. IEEE Trans. Mob. Comput. 23(11): 10494-10508 (2024) - [j147]Guocheng Liao, Bing Luo, Yutong Feng, Meng Zhang, Xu Chen:
Optimal Mechanism Design for Heterogeneous Client Sampling in Federated Learning. IEEE Trans. Mob. Comput. 23(11): 10598-10609 (2024) - [j146]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) - [j145]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) - [j144]Zhicheng Luo, Qianyi Huang, Xu Chen, Rui Wang, Fan Wu, Guihai Chen, Qian Zhang:
Spectrum Sensing Everywhere: Wide-Band Spectrum Sensing With Low-Cost UWB Nodes. IEEE/ACM Trans. Netw. 32(3): 2112-2127 (2024) - [j143]Peng Sun, Guocheng Liao, Xu Chen, Jianwei Huang:
A Socially Optimal Data Marketplace With Differentially Private Federated Learning. IEEE/ACM Trans. Netw. 32(3): 2221-2236 (2024) - [j142]Rui Li, Tao Ouyang, Liekang Zeng, Guocheng Liao, Zhi Zhou, Xu Chen:
Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing. IEEE/ACM Trans. Netw. 32(5): 4414-4426 (2024) - [j141]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) - [j140]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) - [j139]Biao Hou, Song Yang, Fan Li, Liehuang Zhu, Lei Jiao, Xu Chen, Xiaoming Fu:
Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming. IEEE Trans. Parallel Distributed Syst. 35(11): 2132-2146 (2024) - [j138]Kean Ren, Guocheng Liao, Qian Ma, Xu Chen:
Differentially Private Auction Design for Federated Learning With non-IID Data. IEEE Trans. Serv. Comput. 17(5): 2236-2247 (2024) - [j137]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) - [j136]Chongwu Dong, Yirui Tian, Zhi Zhou, Wushao Wen, Xu Chen:
Joint Power Allocation and Task Offloading for Reliability-Aware Services in NOMA-Enabled MEC. IEEE Trans. Wirel. Commun. 23(7): 7537-7551 (2024) - [j135]Yinan Zou, Yong Zhou, Xu Chen, Yonina C. Eldar:
Proximal Gradient-Based Unfolding for Massive Random Access in IoT Networks. IEEE Trans. Wirel. Commun. 23(10): 14530-14545 (2024) - [j134]Liekang Zeng, Shengyuan Ye, Xu Chen, Yang Yang:
Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing. IEEE Wirel. Commun. 31(3): 50-58 (2024) - [c118]Yuanxin Wei, Shengyuan Ye, Jiazhi Jiang, Xu Chen, Dan Huang, Jiangsu Du, Yutong Lu:
Communication-Efficient Model Parallelism for Distributed In-Situ Transformer Inference. DATE 2024: 1-6 - [c117]Danyang Xiao, Diying Yang, Jialun Li, Xu Chen, Weigang Wu:
Privacy Leakage from Logits Attack and its Defense in Federated Distillation. DSN 2024: 169-182 - [c116]Zejian Chen, Guocheng Liao, Qian Ma, Xu Chen:
Adaptive Privacy Budget Allocation in Federated Learning: A Multi-Agent Reinforcement Learning Approach. ICC 2024: 5166-5171 - [c115]Hao Bao, Zhi Zhou, Fei Xu, Xu Chen:
COUPLE: Orchestrating Video Analytics on Heterogeneous Mobile Processors. ICDE 2024: 1561-1574 - [c114]Bei Ouyang, Shengyuan Ye, Liekang Zeng, Tianyi Qian, Jingyi Li, Xu Chen:
Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-tuning. ICPP 2024: 762-771 - [c113]Songjun Huang, Yihong Li, Liangkun Chen, Xiaoxi Zhang, Shuo Liu, Jingpu Duan, Wenfei Wu, Xu Chen:
Alleviating All-to-All Communication for Deep Learning Recommendation Model Inference. ICPP Workshops 2024: 104-105 - [c112]Yuanming Wang, Kongyange Zhao, Xiaoxi Zhang, Xu Chen:
Towards Space Intelligence: Adaptive Scheduling of Satellite-Ground Collaborative Model Inference with Space Edge Computing. INFOCOM (Workshops) 2024: 1-6 - [c111]Xiaoxi Zhang, Haoran Xu, Longhao Zou, Jingpu Duan, Chuan Wu, Yali Xue, Zuozhou Chen, Xu Chen:
Rosevin: Employing Resource- and Rate-Adaptive Edge Super-Resolution for Video Streaming. INFOCOM 2024: 491-500 - [c110]Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen:
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. INFOCOM 2024: 1001-1010 - [c109]Zhiwei Zhai, Liekang Zeng, Tao Ouyang, Shuai Yu, Qianyi Huang, Xu Chen:
SECO: Multi-Satellite Edge Computing Enabled Wide-Area and Real-Time Earth Observation Missions. INFOCOM 2024: 2548-2557 - [c108]Xinyuan Cao, Tao Ouyang, Kongyange Zhao, Yousheng Li, Xu Chen:
Efficient Multi-Task Asynchronous Federated Learning in Edge Computing. IWQoS 2024: 1-10 - [c107]Sisi Chen, Weijie Liu, Xiaoxi Zhang, Hong Xu, Wanyu Lin, Xu Chen:
Adaptive Personalized Federated Learning for Non-IID Data with Continual Distribution Shift. IWQoS 2024: 1-6 - [c106]Yousheng Li, Tao Ouyang, Xu Chen, Xinyuan Cao:
FedCarbon: Carbon-Efficient Federated Learning with Double Flexible Controls for Green Edge AI. IWQoS 2024: 1-10 - [c105]Bo Rao, Xiaoxi Zhang, Tianxiang Zhu, Yufei You, Yihong Li, Jingpu Duan, Zhi Zhou, Xu Chen:
Can You Do Both? Balancing Order Serving and Crowdsensing for Ride-Hailing Vehicles. IWQoS 2024: 1-6 - [c104]Zhiying Feng, Qiong Wu, Xu Chen:
Communication-efficient Multi-service Mobile Traffic Prediction by Leveraging Cross-service Correlations. KDD 2024: 794-805 - [c103]Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen:
Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. MobiCom 2024: 312-326 - [c102]Jianqiang Zhong, Yihong Li, Shuo Liu, Jingpu Duan, Xiaoxi Zhang, Xu Chen:
POSTER: In-network Model Inference for Distributed Systems via Programmable Switches. SIGCOMM (Posters and Demos) 2024: 75-77 - [i67]Liekang Zeng, Shengyuan Ye, Xu Chen, Yang Yang:
Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing. CoRR abs/2404.17766 (2024) - [i66]Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen:
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. CoRR abs/2405.17245 (2024) - [i65]Guangjing Huang, Qiong Wu, Jingyi Li, Xu Chen:
IMFL-AIGC: Incentive Mechanism Design for Federated Learning Empowered by Artificial Intelligence Generated Content. CoRR abs/2406.08526 (2024) - [i64]Weiheng Tang, Jingyi Li, Lin Chen, Xu Chen:
Design and Optimization of Hierarchical Gradient Coding for Distributed Learning at Edge Devices. CoRR abs/2406.10831 (2024) - [i63]Rui Li, Tao Ouyang, Liekang Zeng, Guocheng Liao, Zhi Zhou, Xu Chen:
Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing. CoRR abs/2406.19613 (2024) - [i62]Liekang Zeng, Shengyuan Ye, Xu Chen, Xiaoxi Zhang, Ju Ren, Jian Tang, Yang Yang, Xuemin Shen:
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence. CoRR abs/2407.15320 (2024) - [i61]Cong Liu, Xiaojun Quan, Yan Pan, Liang Li, Weigang Wu, Xu Chen:
Cool-Fusion: Fuse Large Language Models without Training. CoRR abs/2407.19807 (2024) - [i60]Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen:
Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. CoRR abs/2408.08015 (2024) - [i59]Bei Ouyang, Shengyuan Ye, Liekang Zeng, Tianyi Qian, Jingyi Li, Xu Chen:
Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-Tuning. CoRR abs/2408.10746 (2024) - 2023
- [j133]Xu Chen, Yunfei Chen, Wei Feng, Liang Xiao, Xiangling Li, Jie Zhang, Ning Ge:
Real-Time DDoS Defense in 5G-Enabled IoT: A Multidomain Collaboration Perspective. IEEE Internet Things J. 10(5): 4490-4505 (2023) - [j132]Yantian Luo, Xu Chen, Ning Ge, Wei Feng, Jianhua Lu:
Transformer-Based Device-Type Identification in Heterogeneous IoT Traffic. IEEE Internet Things J. 10(6, March 15): 5050-5062 (2023) - [j131]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) - [j130]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) - [j129]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) - [j128]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) - [j127]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) - [j126]Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, A. 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, 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) - [j125]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) - [j124]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) - [j123]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) - [j122]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) - [j121]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) - [j120]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) - [j119]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) - [j118]Jiachen Sun, Ning Ge, Xu Chen, Wei Feng, Jianhua Lu:
Truthful Transaction Protocol for E-Commerce Networks Based on Double Auction. IEEE Trans. Netw. Sci. Eng. 10(2): 709-722 (2023) - [j117]Guocheng Liao, Xu Chen, Jianwei Huang:
Privacy Protection Under Incomplete Social and Data Correlation Information. IEEE/ACM Trans. Netw. 31(6): 2515-2528 (2023) - [j116]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) - [j115]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) - [j114]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) - [j113]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) - [j112]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) - [j111]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) - [c101]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 - [c100]Shen Cai, Zhi Zhou, Kongyange Zhao, Xu Chen:
Cost-Efficient Serverless Inference Serving with Joint Batching and Multi-Processing. APSys 2023: 43-49 - [c99]Wenzhong Ou, Daipeng Feng, Ke Luo, Xu Chen:
Eco-SLAM: Resource-Efficient Edge-Assisted Collaborative Visual SLAM System. ICA3PP (4) 2023: 307-324 - [c98]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 - [c97]Yifei Zhao, Zixin Wang, Zhibin Wang, Xu Chen, Yong Zhou:
Learning to Beamform for Dual-Functional MIMO Radar-Communication Systems. ICC 2023: 3572-3577 - [c96]Hancun Sun, Xu Chen, Yantian Luo, Wei Feng, Yunfei Chen, Ning Ge:
A Low-Cost Detection and Mitigation Method for Link Flooding Attacks in SDN. ICCT 2023: 1225-1230 - [c95]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 - [c94]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 - [c93]Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen:
Behavior Tree-based Workflow Modeling and Scheduling for Serverless Edge Computing. ICDCS 2023: 955-956 - [c92]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 - [c91]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 - [c90]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 - [c89]Jingyi Li, Guangjing Huang, Liekang Zeng, Lin Chen, Xu Chen:
Chained-DP: Can We Recycle Privacy Budget? IWQoS 2023: 1-4 - [c88]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 - [c87]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 - [c86]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 - [c85]Tianyu Zeng, Xiaoxi Zhang, Daipeng Feng, Jingpu Duan, Zhi Zhou, Xu Chen:
RLink: Accelerate On-Device Deep Reinforcement Learning with Inference Knowledge at the Edge. MSN 2023: 628-635 - [c84]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 - [c83]Kongyange Zhao, Zhi Zhou, Tao Ouyang, Mingliao Zhao, Hao Wang, Xu Chen:
QoS-aware Resource Optimization for Hierarchical Cross-Edge Video Analytics. SECON 2023: 519-527 - [c82]Fangtong Zhou, Xu Chen, Hangguan Shan, Yong Zhou:
Adaptive Transceiver Design for Wireless Hierarchical Federated Learning. VTC Fall 2023: 1-6 - [c81]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 - [i58]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) - [i57]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) - [i56]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. CoRR abs/2302.00571 (2023) - [i55]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) - [i54]