Junshan Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 166

Top Venues

CoRR

IEEE/ACM Trans. Netw.

INFOCOM

IEEE J. Sel. Areas Commun.

Publications

Sheng Yue, Jiani Liu, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang
How to Leverage Diverse Demonstrations in Offline Imitation Learning. CoRR (2024)
Ashvin Srinivasan, Mohsen Amidzadeh, Junshan Zhang, Olav Tirkkonen
Adaptive Cache Policy Optimization Through Deep Reinforcement Learning in Dynamic Cellular Networks. Intell. Converged Networks 5 (2) (2024)
Imran Adham, Hang Wang, Sen Lin, Junshan Zhang
L-MBOP-E: Latent-Model Based Offline Planning with Extrinsic Policy Guided Exploration. MOST (2024)
Sheng Yue, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning. CoRR (2024)
Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng Yan, Junshan Zhang
Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning. CoRR (2024)
Zhaofeng Zhang, Sheng Yue, Junshan Zhang
Towards Resource-Efficient Edge AI: From Federated Learning to Semi-Supervised Model Personalization. IEEE Trans. Mob. Comput. 23 (5) (2024)
Dechen Gao, Shuangyu Cai, Hanchu Zhou, Hang Wang, Iman Soltani, Junshan Zhang
CarDreamer: Open-Source Learning Platform for World Model based Autonomous Driving. CoRR (2024)
Hongyang Du, Jiazhen Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Junshan Zhang, Dong In Kim
Attention-Aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services. IEEE J. Sel. Areas Commun. 41 (7) (2023)
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) (2023)
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) (2023)
Jialin Wan, Sen Lin, Zhaofeng Zhang, Junshan Zhang, Tao Zhang
Scheduling Real-Time Wireless Traffic: A Network-Aided Offline Reinforcement Learning Approach. IEEE Internet Things J. 10 (24) (2023)
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 (2023)
Li Yang, Sen Lin, Fan Zhang, Junshan Zhang, Deliang Fan
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing. CoRR (2023)
Hang Wang, Sen Lin, Junshan Zhang
Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback. CoRR (2023)
Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang
Guest Editorial Communication-Efficient Distributed Learning Over Networks. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Sheng Yue, Guanbo Wang, Wei Shao, Zhaofeng Zhang, Sen Lin, Ju Ren, Junshan Zhang
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning. ICLR (2023)
Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang
Communication-Efficient Distributed Learning: An Overview. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Sheng Yue, Guanbo Wang, Wei Shao, Zhaofeng Zhang, Sen Lin, Ju Ren, Junshan Zhang
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning. CoRR (2023)
Hang Wang, Sen Lin, Junshan Zhang
Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap. ICML (2023)
Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Junshan Zhang, Xuemin Sherman Shen
Lightweight Wireless Sensing Through RIS and Inverse Semantic Communications. WCNC (2023)
Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Junshan Zhang, Xuemin Shen
Semantic Communications for Wireless Sensing: RIS-Aided Encoding and Self-Supervised Decoding. IEEE J. Sel. Areas Commun. 41 (8) (2023)
Hang Wang, Sen Lin, Junshan Zhang
Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap. CoRR (2023)
Yunchuan Liu, Lei Yang, Amir Ghasemkhani, Hanif Livani, Virgilio A. Centeno, Pin-Yu Chen, Junshan Zhang
Robust Event Classification Using Imperfect Real-World PMU Data. IEEE Internet Things J. 10 (9, May 1) (2023)
Daouda Sow, Sen Lin, Yingbin Liang, Junshan Zhang
Algorithm Design for Online Meta-Learning with Task Boundary Detection. CoRR (2023)
Ashvin Srinivasan, Mohsen Amidzadeh, Junshan Zhang, Olav Tirkkonen
Cache Policy Design via Reinforcement Learning for Cellular Networks in Non-Stationary Environment. ICC Workshops (2023)
Mehmet Dedeoglu, Sen Lin, Zhaofeng Zhang, Junshan Zhang
Federated Learning Based Demand Reshaping for Electric Vehicle Charging. GLOBECOM (2022)
Abdullah Basar Akbay, Junshan Zhang
Distributed Learning with Strategic Users: A Repeated Game Approach. AAAI (2022)
Sen Lin, Li Yang, Deliang Fan, Junshan Zhang
TRGP: Trust Region Gradient Projection for Continual Learning. CoRR (2022)
Sen Lin, Li Yang, Deliang Fan, Junshan Zhang
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer. NeurIPS (2022)
Zhong Yang, Yaru Fu, Yuanwei Liu, Yue Chen, Junshan Zhang
A New Look at AI-Driven NOMA-F-RANs: Features Extraction, Cooperative Caching, and Cache-Aided Computing. IEEE Wirel. Commun. 29 (3) (2022)
Xi Chen, Haihui Wang, Fan Wu, Yujie Wu, Marta C. González, Junshan Zhang
Multimicrogrid Load Balancing Through EV Charging Networks. IEEE Internet Things J. 9 (7) (2022)
Sen Lin, Jialin Wan, Tengyu Xu, Yingbin Liang, Junshan Zhang
Model-Based Offline Meta-Reinforcement Learning with Regularization. ICLR (2022)
Tianyang Zhang, Xi Chen, Bin Wu, Mehmet Dedeoglu, Junshan Zhang, Ljiljana Trajkovic
Stochastic Modeling and Analysis of Public Electric Vehicle Fleet Charging Station Operations. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
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) (2022)
Guangjing Huang, Xu Chen, Tao Ouyang, Qian Ma, Lin Chen, Junshan Zhang
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective. CoRR (2022)
Sen Lin, Jialin Wan, Tengyu Xu, Yingbin Liang, Junshan Zhang
Model-Based Offline Meta-Reinforcement Learning with Regularization. CoRR (2022)
Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora D. Salim
Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention. IJCAI (2022)
Yujie Tang, Vikram Ramanathan, Junshan Zhang, Na Li
Communication-Efficient Distributed SGD With Compressed Sensing. IEEE Control. Syst. Lett. 6 (2022)
Hongyang Du, Jiazhen Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Junshan Zhang, Dong In Kim
Attention-aware Resource Allocation and QoE Analysis for Metaverse xURLLC Services. CoRR (2022)
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) (2022)
Sen Lin, Li Yang, Deliang Fan, Junshan Zhang
TRGP: Trust Region Gradient Projection for Continual Learning. ICLR (2022)
Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora D. Salim
Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention. CoRR (2022)
Sen Lin, Li Yang, Deliang Fan, Junshan Zhang
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer. CoRR (2022)
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 (2021)
Mohsen Amidzadeh, Hanan Al-Tous, Olav Tirkkonen, Junshan Zhang
Joint Cache Placement and Delivery Design using Reinforcement Learning for Cellular Networks. VTC Spring (2021)
Sen Lin, Mehmet Dedeoglu, Junshan Zhang
Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication. MobiHoc (2021)
Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning. MobiHoc (2021)
Junshan Zhang, Na Li, Mehmet Dedeoglu
Federated Learning over Wireless Networks: A Band-limited Coordinated Descent Approach. INFOCOM (2021)
Qin Hu, Shengling Wang, Xiuzhen Cheng, Junshan Zhang, Weifeng Lv
Cost-Efficient Mobile Crowdsensing With Spatial-Temporal Awareness. IEEE Trans. Mob. Comput. 20 (3) (2021)
Mehmet Dedeoglu, Sen Lin, Zhaofeng Zhang, Junshan Zhang
Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence. CoRR (2021)
Mengyuan Zhang, Lei Yang, Shibo He, Ming Li, Junshan Zhang
Privacy-Preserving Data Aggregation for Mobile Crowdsensing With Externality: An Auction Approach. IEEE/ACM Trans. Netw. 29 (3) (2021)
Abdullah Basar Akbay, Weina Wang, Junshan Zhang
Impact of Social Learning on Privacy-Preserving Data Collection. IEEE J. Sel. Areas Inf. Theory 2 (1) (2021)
Yujie Tang, Junshan Zhang, Na Li
Distributed Zero-Order Algorithms for Nonconvex Multiagent Optimization. IEEE Trans. Control. Netw. Syst. 8 (1) (2021)
Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong, Dusit Niyato, Cyril Leung, Dong In Kim, Junshan Zhang, Qiang Yang
A Game-theoretic Approach Towards Collaborative Coded Computation Offloading. CoRR (2021)
Hongwei Shi, Shengling Wang, Qin Hu, Xiuzhen Cheng, Junshan Zhang, Jiguo Yu
Fee-Free Pooled Mining for Countering Pool-Hopping Attack in Blockchain. IEEE Trans. Dependable Secur. Comput. 18 (4) (2021)
Chunlei Sun, Xiangming Wen, Zhaoming Lu, Junshan Zhang, Xi Chen
A Graphical Game Approach to Electrical Vehicle Charging Scheduling: Correlated Equilibrium and Latency Minimization. IEEE Trans. Intell. Transp. Syst. 22 (1) (2021)
Zehui Xiong, Jun Zhao, Yang Zhang, Dusit Niyato, Junshan Zhang
Contract Design in Hierarchical Game for Sponsored Content Service Market. IEEE Trans. Mob. Comput. 20 (9) (2021)
Yunchuan Liu, Lei Yang, Amir Ghasemkhani, Hanif Livani, Virgilio A. Centeno, Pin-Yu Chen, Junshan Zhang
Robust Event Classification Using Imperfect Real-world PMU Data. CoRR (2021)
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) (2021)
Xuanyu Cao, Junshan Zhang, H. Vincent Poor
Constrained Online Convex Optimization With Feedback Delays. IEEE Trans. Autom. Control. 66 (11) (2021)
Xuanyu Cao, Junshan Zhang, H. Vincent Poor
Online Stochastic Optimization With Time-Varying Distributions. IEEE Trans. Autom. Control. 66 (4) (2021)
Shengling Wang, Lina Shi, Qin Hu, Junshan Zhang, Xiuzhen Cheng, Jiguo Yu
Privacy-Aware Data Trading. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Li Yang, Sen Lin, Junshan Zhang, Deliang Fan
GROWN: GRow Only When Necessary for Continual Learning. CoRR (2021)
Yujie Tang, Vikram Ramanathan, Junshan Zhang, Na Li
Communication-Efficient Distributed SGD with Compressed Sensing. CoRR (2021)
Li Yang, Zhezhi He, Junshan Zhang, Deliang Fan
KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning. CVPR (2021)
Junshan Zhang, Na Li, Mehmet Dedeoglu
Federated Learning over Wireless Networks: A Band-limited Coordinated Descent Approach. CoRR (2021)
Sen Lin, Li Yang, Zhezhi He, Deliang Fan, Junshan Zhang
MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning. MASS (2021)
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) (2021)
Hang Wang, Sen Lin, Hamid Jafarkhani, Junshan Zhang
Distributed Q-Learning with State Tracking for Multi-agent Networked Control. AAMAS (2021)
Hang Wang, Sen Lin, Junshan Zhang
Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback. NeurIPS (2021)
Xuanyu Cao, Junshan Zhang, H. Vincent Poor, Zhi Tian
Differentially Private ADMM for Regularized Consensus Optimization. IEEE Trans. Autom. Control. 66 (8) (2021)
Hang Wang, Sen Lin, Hamid Jafarkhani, Junshan Zhang
Distributed Q-Learning with State Tracking for Multi-agent Networked Control. CoRR (2020)
Sen Lin, Li Yang, Zhezhi He, Deliang Fan, Junshan Zhang
MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning. CoRR (2020)
Qiong Wu, Xu Chen, Zhi Zhou, Junshan Zhang
FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring. CoRR (2020)
Sen Lin, Guang Yang, Junshan Zhang
A Collaborative Learning Framework via Federated Meta-Learning. ICDCS (2020)
Zehui Xiong, Jun Zhao, Dusit Niyato, Ruilong Deng, Junshan Zhang
Reward Optimization for Content Providers With Mobile Data Subsidization: A Hierarchical Game Approach. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
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) (2020)
Zhaofeng Zhang, Yue Chen, Junshan Zhang
Distributionally Robust Learning Based on Dirichlet Process Prior in Edge Networks. J. Commun. Inf. Networks 5 (1) (2020)
Yijia Chang, Xi Huang, Longxiulin Deng, Ziyu Shao, Junshan Zhang
Systematic Topology Design for Large-Scale Networks: A Unified Framework. INFOCOM (2020)
Sen Lin, Junshan Zhang, Lei Ying
Crowdsensing for Spectrum Discovery: A Waze-Inspired Design via Smartphone Sensing. IEEE/ACM Trans. Netw. 28 (2) (2020)
Zhaofeng Zhang, Sen Lin, Mehmet Dedeoglu, Kemi Ding, Junshan Zhang
Data-driven Distributionally Robust Optimization for Edge Intelligence. INFOCOM (2020)
Zhaofeng Zhang, Yue Chen, Junshan Zhang
Distributionally Robust Edge Learning with Dirichlet Process Prior. ICDCS (2020)
Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning. CoRR (2020)
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) (2020)
Sen Lin, Mehmet Dedeoglu, Junshan Zhang
Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication. CoRR (2020)
Kemi Ding, Junshan Zhang
Multi-Party Privacy Conflict Management in Online Social Networks: A Network Game Perspective. IEEE/ACM Trans. Netw. 28 (6) (2020)
Mengyuan Zhang, Shibo He, Chaoqun Yang, Jiming Chen, Junshan Zhang
VANET-Assisted Interference Mitigation for Millimeter-Wave Automotive Radar Sensors. IEEE Netw. 34 (2) (2020)
Zening Liu, Yang Yang, Kunlun Wang, Ziyu Shao, Junshan Zhang
POST: Parallel Offloading of Splittable Tasks in Heterogeneous Fog Networks. IEEE Internet Things J. 7 (4) (2020)
Shengling Wang, Lina Shi, Junshan Zhang, Xiuzhen Cheng, Jiguo Yu
Privacy-aware Data Trading. CoRR (2020)
Guang Yang, Zhiguo Shi, Shibo He, Junshan Zhang
Socially Privacy-Preserving Data Collection for Crowdsensing. IEEE Trans. Veh. Technol. 69 (1) (2020)
Liekang Zeng, Xu Chen, Zhi Zhou, Lei Yang, Junshan Zhang
CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices. CoRR (2020)
Yunchuan Liu, Amir Ghasemkhani, Lei Yang, Jun Zhao, Junshan Zhang, Vijay Vittal
Seasonal Self-evolving Neural Networks Based Short-term Wind Farm Generation Forecast. SmartGridComm (2020)
Sen Lin, Guang Yang, Junshan Zhang
A Collaborative Learning Framework via Federated Meta-Learning. CoRR (2020)
Junshan Zhang
Online Content Editor Team Joins Transactions on Wireless Communications. IEEE Trans. Wirel. Commun. 19 (1) (2020)
Sen Lin, Hang Wang, Junshan Zhang
System Identification via Meta-Learning in Linear Time-Varying Environments. CoRR (2020)
Li Yang, Zhezhi He, Junshan Zhang, Deliang Fan
KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning. CoRR (2020)
Mengyuan Zhang, Jiming Chen, Shibo He, Lei Yang, Xiaowen Gong, Junshan Zhang
Privacy-Preserving Database Assisted Spectrum Access for Industrial Internet of Things: A Distributed Learning Approach. IEEE Trans. Ind. Electron. 67 (8) (2020)
Mehmet Dedeoglu, Te-Chuan Chiu, Junshan Zhang
The Impact of Traffic Information Age on Congestion Mitigation. GLOBECOM (2019)
Jun Zhao, Junshan Zhang
Preserving privacy enables "co-existence equilibrium" of competitive diffusion in social networks. CoRR (2019)
Feng Li, Shibo He, Jun Luo, Mohan Gurusamy, Junshan Zhang
Editorial: Green computing in Wireless Sensor Networks. Comput. Networks 150 (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Junshan Zhang