Faculty

Institution

Unit

Venue

Junshan Zhang

Professor

University of California, Davis

Affiliations

College of Engineering

Electrical and Computer Engineering

Computer Engineering

Information Systems

Junshan Zhang is currently serving as a College Of Engineering Professor at University of California, Davis.

Honors

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Experiences

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Education

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Junshan Zhang

University of California, Davis

Professor

You can click a keyword to filter the displayed items

electrical engineering systems engineering computer science machine learning wireless communications communications systems data science edge computing network science mobile computing network analysis energy management information technology internet of things vehicular technology scheduling (computing) information security telecommunication networks opportunistic scheduling networked system design scheduling problems network management spectrum management cognitive radio information theory edge intelligence mathematical optimization distributed systems advanced networking federated learning vehicle technology data security intelligent computing wireless network management medium access control distributed learning stochastic optimization power electronics computational intelligence smart grid power system analysis differential privacy distributed computing automatic control communication security information diffusion power engineering scheduling analysis mobile sensing random access barrier coverage cognitive radio networks ad-hoc communications machine learning research energy forecasting fog computing multicast dynamic spectrum management constrained optimization admission control lifelong learning wind power generation wind farm generation social trust congestion effect sinr model network effect continual learning incentive mechanisms task allocation resource allocation optimal allocation social ties stochastic reliability wind generation integration efficient approximations applied artificial intelligence reinforcement learning cyber-physical systems

Notable Scholarly Works

Notable Federal Grants

Collaborators

Adaptive Cache Policy Optimization Through Deep Reinforcement Learning in Dynamic Cellular Networks. Intelligent and Converged Networks (2024)

Ashvin SrinivasanMohsen AmidzadehJunshan ZhangOlav Tirkkonen

computer scienceintelligent systemsnetwork analysistechnologycomputational intelligencecontrol optimizationmachine learningintelligent computingwireless communicationsnetwork optimizationdynamic cellular networkssystems engineeringartificial intelligencecomputational optimizationdeep reinforcement learningubiquitous computingnetwork convergence

Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning. arXiv (Cornell University) (2024)

Seyed Mahmoud Sajjadi MohammadabadiLei YangFeng YanJunshan Zhang

communication-efficient training workloaddistributed learningcommunicationmachine learningartificial intelligencemulti-agent learningdistributed computing

Ieee Vehicular Technology Society Information. IEEE Open Journal of Vehicular Technology (2024)

Gordon StüberThomas CoughlinKathleen KramerForrest WrightGerardo BarbosaPriscilla AmalrajKaren HawkinsSteven HeffnerAylin YenerRabab KreidiehManfred SchindlerKeith MooreKevin LisankieJunior President

vehicular technologytechnologycommunicationcommunications systemsvehicle technologyelectrical engineering

Impact of Sensing Errors on Headway Design: From $\Alpha$-Fair Group Safety to Traffic Throughput. IEEE Transactions on Mobile Computing (2024)

Wei ShaoZejun FanChia-Ju ChenZhaofeng ZhangJiaqi MaJunshan Zhang

vehicular technologycomputer sciencetransaction processingmobile computinginformation technologytransportation engineeringsystems engineeringheadway designtraffic throughput

Towards Unraveling and Improving Generalization in World Models. arXiv (Cornell University) (2024)

Fang, QiaoyiDu, WeiyuWang, HangZhang, Junshan

world models

Attention-Aware Resource Allocation and Qoe Analysis for Metaverse Xurllc Services. IEEE Journal on Selected Areas in Communications (2023)

Hongyang DuJiazhen LiuDusit NiyatoJiawen KangZehui XiongJunshan ZhangDong In Kim

communicationmachine learningwireless communicationscommunications systemsquality-of-serviceqoe analysismetaverse xurllc servicesattention-aware resource allocationsystems engineeringtelecommunication networkselectrical engineering

Cache Policy Design via Reinforcement Learning for Cellular Networks in Non-Stationary Environment. 2022 IEEE International Conference on Communications Workshops (ICC Workshops) (2023)

Ashvin SrinivasanMohsen AmidzadehJunshan ZhangOlav Tirkkonen

reinforcement learningcomputer sciencecache policy designnon-stationary environment

Communication-Efficient Distributed Learning: An Overview. IEEE Journal on Selected Areas in Communications (2023)

Xuanyu CaoTamer BaşarSuhas DiggaviYonina C. EldarKhaled B. LetaiefH. Vincent PoorJunshan Zhang

computer sciencedistributed learningfederated learningcommunication-efficient distributed learningedge computingdata sciencedistributed systemsreinforcement learningmachine learning researchmultiagent systemscomprehensive survey

Efficient Self-Supervised Continual Learning With Progressive Task-Correlated Layer Freezing. arXiv (Cornell University) (2023)

Yang, LiLin, SenZhang, FanZhang, JunshanFan, Deliang

systems engineeringmachine learningself-supervised learning

Guest Editorial Communication-Efficient Distributed Learning Over Networks. IEEE Journal on Selected Areas in Communications (2023)

Xuanyu CaoTamer BaşarSuhas DiggaviYonina C. EldarKhaled B. LetaiefH. Vincent PoorJunshan Zhang

network sciencenetwork analysiscomputer sciencedistributed learningmachine learningnetworked system designdata sciencedistributed systemscommunication bottleneckmultiagent systemsdistributed model

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Junshan Zhang

Professor

University of California, Davis

Affiliations

College of Engineering

Electrical and Computer Engineering

Computer Engineering

Information Systems

Junshan Zhang is currently serving as a College Of Engineering Professor at University of California, Davis.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Junshan Zhang

University of California, Davis

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Adaptive Cache Policy Optimization Through Deep Reinforcement Learning in Dynamic Cellular Networks. Intelligent and Converged Networks (2024)

Ashvin SrinivasanMohsen AmidzadehJunshan ZhangOlav Tirkkonen

Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning. arXiv (Cornell University) (2024)

Seyed Mahmoud Sajjadi MohammadabadiLei YangFeng YanJunshan Zhang

communication-efficient training workloaddistributed learningcommunicationmachine learningartificial intelligencemulti-agent learningdistributed computing

Ieee Vehicular Technology Society Information. IEEE Open Journal of Vehicular Technology (2024)

vehicular technologytechnologycommunicationcommunications systemsvehicle technologyelectrical engineering

Impact of Sensing Errors on Headway Design: From $\Alpha$-Fair Group Safety to Traffic Throughput. IEEE Transactions on Mobile Computing (2024)

Wei ShaoZejun FanChia-Ju ChenZhaofeng ZhangJiaqi MaJunshan Zhang

vehicular technologycomputer sciencetransaction processingmobile computinginformation technologytransportation engineeringsystems engineeringheadway designtraffic throughput

Towards Unraveling and Improving Generalization in World Models. arXiv (Cornell University) (2024)

Fang, QiaoyiDu, WeiyuWang, HangZhang, Junshan

world models

Attention-Aware Resource Allocation and Qoe Analysis for Metaverse Xurllc Services. IEEE Journal on Selected Areas in Communications (2023)

Hongyang DuJiazhen LiuDusit NiyatoJiawen KangZehui XiongJunshan ZhangDong In Kim

Cache Policy Design via Reinforcement Learning for Cellular Networks in Non-Stationary Environment. 2022 IEEE International Conference on Communications Workshops (ICC Workshops) (2023)

Ashvin SrinivasanMohsen AmidzadehJunshan ZhangOlav Tirkkonen

reinforcement learningcomputer sciencecache policy designnon-stationary environment

Communication-Efficient Distributed Learning: An Overview. IEEE Journal on Selected Areas in Communications (2023)

Xuanyu CaoTamer BaşarSuhas DiggaviYonina C. EldarKhaled B. LetaiefH. Vincent PoorJunshan Zhang

Efficient Self-Supervised Continual Learning With Progressive Task-Correlated Layer Freezing. arXiv (Cornell University) (2023)

Yang, LiLin, SenZhang, FanZhang, JunshanFan, Deliang

systems engineeringmachine learningself-supervised learning

Guest Editorial Communication-Efficient Distributed Learning Over Networks. IEEE Journal on Selected Areas in Communications (2023)

Xuanyu CaoTamer BaşarSuhas DiggaviYonina C. EldarKhaled B. LetaiefH. Vincent PoorJunshan Zhang

network sciencenetwork analysiscomputer sciencedistributed learningmachine learningnetworked system designdata sciencedistributed systemscommunication bottleneckmultiagent systemsdistributed model

1
2
3
4
5
33
10 / page

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mobile communication vehicle

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wireless network

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