World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
63
Citations
17247
World Ranking
2740
National Ranking
1363

Research.com Recognitions

  • 2012 - IEEE Fellow For contributions to cross-layer optimization of wireless networks

Overview

Junshan Zhang is affiliated with the University of California, Davis in the United States. Their research spans multiple fields, primarily focusing on computer science and engineering. Within these broad areas, Zhang's work extensively covers artificial intelligence, electrical and electronic engineering, computer networks and communications, computer vision and pattern recognition, and aerospace engineering.

Zhang has contributed to a variety of research topics, including:

  • Privacy-Preserving Technologies in Data
  • IoT and Edge/Fog Computing
  • Stochastic Gradient Optimization Techniques
  • Domain Adaptation and Few-Shot Learning
  • Advanced Wireless Communication Technologies
  • Mobile Crowdsensing and Crowdsourcing
  • IoT Networks and Protocols

The scientist has authored papers published in several reputable venues, with the most frequent being:

  • arXiv (Cornell University)
  • IEEE Internet of Things Journal
  • IEEE/ACM Transactions on Networking
  • IEEE Transactions on Mobile Computing
  • IEEE Journal on Selected Areas in Communications

Some recent publications include:

  • FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring, 2020, IEEE Transactions on Mobile Computing
  • CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices, 2020, IEEE/ACM Transactions on Networking
  • POST: Parallel Offloading of Splittable Tasks in Heterogeneous Fog Networks, 2020, IEEE Internet of Things Journal
  • Deep Reinforcement Learning With Spatio-Temporal Traffic Forecasting for Data-Driven Base Station Sleep Control, 2021, IEEE/ACM Transactions on Networking
  • Attention-Aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services, 2023, IEEE Journal on Selected Areas in Communications

Zhang collaborates frequently with several co-authors, including Sen Lin, Xu Chen, Zhi Zhou, and Zhaofeng Zhang.

The scientist has also contributed to book literature. Notable publications include works published by Morgan & Claypool Publishers such as "Edge Intelligence in the Making" (2021 and forthcoming 2025 editions) and "Continual and Reinforcement Learning for Edge AI" (2025). Additionally, Zhang authored "Simultaneously Transmitting and Reflecting Surfaces for Wireless Communications," published by Springer International Publishing in 2024.

Junshan Zhang was recognized as an IEEE Fellow in 2012 for contributions to cross-layer optimization of wireless networks.

Best Publications

  • Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

    Zhi Zhou;Xu Chen;En Li;Liekang Zeng

  • Capacity bounds and power allocation for wireless relay channels

    A. Host-Madsen;Junshan Zhang

  • On the capacity of MIMO relay channels

    Bo Wang;Junshan Zhang;A. Host-Madsen

  • Incentive Mechanism for Reliable Federated Learning: A Joint Optimization Approach to Combining Reputation and Contract Theory

    Jiawen Kang;Zehui Xiong;Dusit Niyato;Shengli Xie

  • FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring

    Qiong Wu;Xu Chen;Zhi Zhou;Junshan Zhang

  • Toward Optimal Allocation of Location Dependent Tasks in Crowdsensing

    Shibo He;Dong Hoon Shin;Junshan Zhang;Jiming Chen

  • Exploiting social ties for cooperative D2D communications: a mobile social networking case

    Xu Chen;Brian Proulx;Xiaowen Gong;Junshan Zhang

  • CoEdge: Cooperative DNN Inference With Adaptive Workload Partitioning Over Heterogeneous Edge Devices

    Liekang Zeng;Xu Chen;Zhi Zhou;Lei Yang

  • Output MAI distributions of linear MMSE multiuser receivers in DS-CDMA systems

    Junshan Zhang;E.K.P. Chong;D.N.C. Tse

  • Robust Online Dynamic Security Assessment Using Adaptive Ensemble Decision-Tree Learning

    Miao He;Junshan Zhang;Vijay Vittal

  • Optimal Allocation of Interconnecting Links in Cyber-Physical Systems: Interdependence, Cascading Failures, and Robustness

    Osman Yagan;Dajun Qian;Junshan Zhang;D. Cochran

  • On the Relation Between Identifiability, Differential Privacy, and Mutual-Information Privacy

    Weina Wang;Lei Ying;Junshan Zhang

  • Online dynamic security assessment with missing pmu measurements: A data mining approach

    Miao He;Vijay Vittal;Junshan Zhang

  • Support-Vector-Machine-Enhanced Markov Model for Short-Term Wind Power Forecast

    Lei Yang;Miao He;Junshan Zhang;Vijay Vittal

  • Virtual MIMO in Multi-Cell Distributed Antenna Systems: Coordinated Transmissions with Large-Scale CSIT

    Wei Feng;Yanmin Wang;Ning Ge;Jianhua Lu

  • Content Popularity Prediction Towards Location-Aware Mobile Edge Caching

    Peng Yang;Ning Zhang;Shan Zhang;Li Yu

  • Conjoining Speeds up Information Diffusion in Overlaying Social-Physical Networks

    O. Yagan;Dajun Qian;Junshan Zhang;D. Cochran

  • Full-View Area Coverage in Camera Sensor Networks: Dimension Reduction and Near-Optimal Solutions

    Shibo He;Dong-Hoon Shin;Junshan Zhang;Jiming Chen

  • A cooperative multicast scheduling scheme for multimedia services in IEEE 802.16 networks

    Fen Hou;L.X. Cai;Pin-Han Ho;Xuemin Shen

  • A Dependency Graph Approach for Fault Detection and Localization Towards Secure Smart Grid

    Miao He;Junshan Zhang

  • Distributed Opportunistic Scheduling for Ad Hoc Networks With Random Access: An Optimal Stopping Approach

    Dong Zheng;Weiyan Ge;Junshan Zhang

Frequent Co-Authors

Lei Yang
Lei Yang Hong Kong Polytechnic University
Xu Chen
Xu Chen Sun Yat-sen University
H. Vincent Poor
H. Vincent Poor Princeton University
Shibo He
Shibo He Zhejiang University
Vijay Vittal
Vijay Vittal Arizona State University
Yalin E. Sagduyu
Yalin E. Sagduyu Virginia Tech
Lei Ying
Lei Ying University of Michigan–Ann Arbor
Jiming Chen
Jiming Chen Zhejiang University
Edwin K. P. Chong
Edwin K. P. Chong Colorado State University
Xuemin Shen
Xuemin Shen University of Waterloo

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