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Junshan Zhang
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Publications
- 2023
- [j129]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) - [j128]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) - [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) - 2022
- [j124]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) - [j123]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) - [i49]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) - 2021
- [j111]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) - [j110]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) - [i46]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) - 2020
- [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 - [j107]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) - [j98]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) - [i34]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) - [i33]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) - 2019
- [j94]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) - [c113]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 - [i28]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) - 2018
- [j86]Xu Chen, Zhi Zhou, Weigang Wu, Di Wu, Junshan Zhang:
Socially-Motivated Cooperative Mobile Edge Computing. IEEE Netw. 32(6): 177-183 (2018) - 2017
- [j78]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) - [j75]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) - [j74]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) - [c103]Xu Chen, Junshan Zhang:
When D2D meets cloud: Hybrid mobile task offloadings in fog computing. ICC 2017: 1-6 - 2016
- [j68]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) - [j63]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) - [i19]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) - [i18]Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang:
Amazon in the White Space: Social Recommendation Aided Distributed Spectrum Access. CoRR abs/1606.06257 (2016) - 2015
- [j59]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) - [j58]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) - [j57]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) - [c89]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 - [i16]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) - 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 - [c84]Xiaowen Gong, Xu Chen, Junshan Zhang:
Social group utility maximization in mobile networks: From altruistic to malicious behavior. CISS 2014: 1-6 - [c83]Xiaowen Gong, Xu Chen, Junshan Zhang, H. Vincent Poor:
From social trust assisted reciprocity (STAR) to utility-optimal mobile crowdsensing. GlobalSIP 2014: 742-745 - [c82]Mengyuan Zhang, Xu Chen, Junshan Zhang:
Social-aware relay selection for cooperative networking: An optimal stopping approach. ICC 2014: 2257-2262 - [c81]Yang Cao, Xu Chen, Tao Jiang, Junshan Zhang:
SoCast: Social ties based cooperative video multicast. INFOCOM 2014: 415-423 - [c80]Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor:
Optimal privacy-preserving energy management for smart meters. INFOCOM 2014: 513-521 - [c77]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 - [c76]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 - 2013
- [c70]Xiaowen Gong, Xu Chen, Junshan Zhang:
Social group utility maximization game with applications in mobile social networks. Allerton 2013: 1496-1500 - [c63]Xu Chen, Brian Proulx, Xiaowen Gong, Junshan Zhang:
Social trust and social reciprocity based cooperative D2D communications. MobiHoc 2013: 187-196 - [c62]Chuan Huang, Xu Chen, Junshan Zhang:
From Decision Fusion to Localization in Radar Sensor Networks: A Game Theoretical View. WASA 2013: 233-243
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