Junlong Zhu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 51

Top Topics

Asymptotic Analysis

Resource Scheduling

Sensor Networks

Differentially Private

Top Venues

Int. J. Distributed Sens. Networks

J. Netw. Comput. Appl.

Wirel. Pers. Commun.

Publications

Xueqi Wang, Ruijuan Zheng, Junlong Zhu, Zhihang Ji, Mingchuan Zhang, Qingtao Wu
Multi-input dual-branch reverse distillation for screw surface defect detection. Eng. Appl. Artif. Intell. 136 (2024)
Wenxuan Xu, Lin Wang, Mingchuan Zhang, Junlong Zhu, Junqiang Yan, Qingtao Wu
A joint entity Relation Extraction method for document level Traditional Chinese Medicine texts. Artif. Intell. Medicine 154 (2024)
Junlong Zhu, Tao Mao, Mingchuan Zhang, Quanbo Ge, Qingtao Wu, Keqin Li
Decentralized Adaptive TD(λ) Learning With Linear Function Approximation: Nonasymptotic Analysis. IEEE Trans. Syst. Man Cybern. Syst. 54 (8) (2024)
Meiwen Li, Lin Wang, Qingtao Wu, Junlong Zhu, Mingchuan Zhang
Diagnosis knowledge constrained network based on first-order logic for syndrome differentiation. Artif. Intell. Medicine 147 (2024)
Lin Wang, Xin Wang, Tao Li, Ruijuan Zheng, Junlong Zhu, Mingchuan Zhang
SAdaBoundNc: an adaptive subgradient online learning algorithm with logarithmic regret bounds. Neural Comput. Appl. 35 (11) (2023)
Junlong Zhu, Bing Li, Lin Wang, Mingchuan Zhang, Ling Xing, Jiangtao Xi, Qingtao Wu
Provable distributed adaptive temporal-difference learning over time-varying networks. Expert Syst. Appl. 228 (2023)
Qingtao Wu, Meiwen Li, Junlong Zhu, Ruijuan Zheng, Ling Xing, Mingchuan Zhang
DP-RBAdaBound: A differentially private randomized block-coordinate adaptive gradient algorithm for training deep neural networks. Expert Syst. Appl. 211 (2023)
Huimin Gao, Qingtao Wu, Xuhui Zhao, Junlong Zhu, Mingchuan Zhang
FedADT: An Adaptive Method Based on Derivative Term for Federated Learning. Sensors 23 (13) (2023)
Bing Li, Tao Li, Muhua Liu, Junlong Zhu, Mingchuan Zhang, Qingtao Wu
A non-asymptotic analysis of adaptive TD(λ) learning in wireless sensor networks. Int. J. Distributed Sens. Networks 18 (7) (2022)
Mingchuan Zhang, Bowei Hao, Quanbo Ge, Junlong Zhu, Ruijuan Zheng, Qingtao Wu
Distributed Adaptive Subgradient Algorithms for Online Learning Over Time-Varying Networks. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Jiaqi Zhang, Ruijuan Zheng, Xuhui Zhao, Junlong Zhu, Junwei Xu, Qingtao Wu
A computational resources scheduling algorithm in edge cloud computing: from the energy efficiency of users' perspective. J. Supercomput. 78 (7) (2022)
Lin Wang, Mingchuan Zhang, Junlong Zhu, Ling Xing, Qingtao Wu
A privacy-preserving decentralized randomized block-coordinate subgradient algorithm over time-varying networks. Expert Syst. Appl. 208 (2022)
Bingjie Wei, Lin Wang, Junlong Zhu, Mingchuan Zhang, Ling Xing, Qingtao Wu
Flow control oriented forwarding and caching in cache-enabled networks. J. Netw. Comput. Appl. 196 (2021)
Bowei Hao, Guoyong Wang, Mingchuan Zhang, Junlong Zhu, Ling Xing, Qingtao Wu
Stochastic Adaptive Forwarding Strategy Based on Deep Reinforcement Learning for Secure Mobile Video Communications in NDN. Secur. Commun. Networks 2021 (2021)
Junlong Zhu, Qingtao Wu, Mingchuan Zhang, Ruijuan Zheng, Keqin Li
Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks. J. Mach. Learn. Res. 22 (2021)
Changqiao Xu, Junlong Zhu, Dapeng Oliver Wu
Decentralized Online Learning Methods Based on Weight-Balancing Over Time-Varying Digraphs. IEEE Trans. Emerg. Top. Comput. Intell. 5 (3) (2021)
Qingtao Wu, Qianyu Wang, Mingchuan Zhang, Ruijuan Zheng, Junlong Zhu, Jiankun Hu
Learned Bloom-filter for the efficient name lookup in Information-Centric Networking. J. Netw. Comput. Appl. 186 (2021)
Meiyi Yang, Mingchuan Zhang, Junlong Zhu, Ruoshui Liu, Qingtao Wu, Ian J. Wassell
Profit-oriented cooperative caching algorithm for hierarchical content centric networking. IET Commun. 14 (10) (2020)
Weina Zhang, Ruijuan Zheng, Mingchuan Zhang, Junlong Zhu, Qingtao Wu
ECRA: An Encounter-aware and Clustering-based Routing Algorithm for Information-centric VANETs. Mob. Networks Appl. 25 (2) (2020)
Cuixia Xu, Junlong Zhu, Youlin Shang, Qingtao Wu
A Distributed Conjugate Gradient Online Learning Method over Networks. Complex. 2020 (2020)
Yangfan Zhou, Mingchuan Zhang, Junlong Zhu, Ruijuan Zheng, Qingtao Wu
A Randomized Block-Coordinate Adam online learning optimization algorithm. Neural Comput. Appl. 32 (16) (2020)
Mingchuan Zhang, Bowei Hao, Fei Song, Meiyi Yang, Junlong Zhu, Qingtao Wu
Smart collaborative video caching for energy efficiency in cognitive Content Centric Networks. J. Netw. Comput. Appl. 158 (2020)
Mingchuan Zhang, Xin Wang, Tingting Liu, Junlong Zhu, Qingtao Wu
AFSndn: A novel adaptive forwarding strategy in named data networking based on Q-learning. Peer-to-Peer Netw. Appl. 13 (4) (2020)
Jingchao Li, Qingtao Wu, Ruijuan Zheng, Junlong Zhu, Quanbo Ge, Mingchuan Zhang
Randomised block-coordinate Frank-Wolfe algorithm for distributed online learning over networks. Cogn. Comput. Syst. 2 (2) (2020)
Mingchuan Zhang, Yangfan Zhou, Wei Quan, Junlong Zhu, Ruijuan Zheng, Qingtao Wu
Online Learning for IoT Optimization: A Frank-Wolfe Adam-Based Algorithm. IEEE Internet Things J. 7 (9) (2020)
Meng Meng, Ruijuan Zheng, Ruxi Peng, Junlong Zhu, Mingchuan Zhang, Qingtao Wu
Safeguarding against prefix interception attacks via online learning. Robotics Auton. Syst. 131 (2020)
Mingchuan Zhang, Ping Xie, Junlong Zhu, Qingtao Wu, Ruijuan Zheng, Hongke Zhang
NCPP-based caching and NUR-based resource allocation for information-centric networking. J. Ambient Intell. Humaniz. Comput. 10 (5) (2019)
Junlong Zhu, Ping Xie, Mingchuan Zhang, Ruijuan Zheng, Ling Xing, Qingtao Wu
Distributed Stochastic Subgradient Projection Algorithms Based on Weight-Balancing over Time-Varying Directed Graphs. Complex. 2019 (2019)
Tingting Liu, Mingchuan Zhang, Junlong Zhu, Ruijuan Zheng, Ruoshui Liu, Qingtao Wu
ACCP: adaptive congestion control protocol in named data networking based on deep learning. Neural Comput. Appl. 31 (9) (2019)
Qianyu Wang, Qingtao Wu, Mingchuan Zhang, Ruijuan Zheng, Junlong Zhu
Learned Bloom-Filter for an Efficient Name Lookup in Information-Centric Networking. WCNC (2019)
Ruijuan Zheng, Kang Liu, Junlong Zhu, Mingchuan Zhang, Qingtao Wu
Stochastic resource scheduling via bilayer dynamic Markov decision process in mobile cloud networks. Comput. Commun. 145 (2019)
Meng Meng, Ruijuan Zheng, Mingchuan Zhang, Junlong Zhu, Qingtao Wu
Safeguarding Against Active Routing Attack via Online Learning. ICA3PP (2) (2019)
Ping Xie, Junlong Zhu, Mingchuan Zhang, Ling Xing, Gaoyuan Zhang, Honghai Wu
Aided Opportunistic Jammer Selection for Secrecy Improvement in Underlay Cognitive Radio Networks. Wirel. Pers. Commun. 107 (2) (2019)
Mingchuan Zhang, Ruijuan Zheng, Jing Chen, Junlong Zhu, Ruoshui Liu, Shibao Sun, Qingtao Wu
Emotional component analysis and forecast public opinion on micro-blog posts based on maximum entropy model. Clust. Comput. 22 (Supplement) (2019)
Ruijuan Zheng, Junlong Zhu, Mingchuan Zhang, Ruoshui Liu, Qingtao Wu, Li Yang
A Novel Resource Deployment Approach to Mobile Microlearning: From Energy-Saving Perspective. Wirel. Commun. Mob. Comput. 2019 (2019)
Yangfan Zhou, Mingchuan Zhang, Ping Xie, Junlong Zhu, Ruijuan Zheng, Qingtao Wu
Sparse long short-term memory for information fusion in wireless sensor networks. Int. J. Distributed Sens. Networks 15 (4) (2019)
Mengmeng He, Mingchuan Zhang, Xin Wang, Junlong Zhu, Ruxi Peng, Qingtao Wu
A Rerouting Framework Against Routing Interruption for Secure Network Management. IEEE Access 7 (2019)
Yangfan Zhou, Xin Wang, Mingchuan Zhang, Junlong Zhu, Ruijuan Zheng, Qingtao Wu
MPCE: A Maximum Probability Based Cross Entropy Loss Function for Neural Network Classification. IEEE Access 7 (2019)
Kang Liu, Ruijuan Zheng, Mingchuan Zhang, Chao Han, Junlong Zhu, Qingtao Wu
SRAF: A Service-Aware Resource Allocation Framework for VM Management in Mobile Data Networks. Mob. Inf. Syst. 2018 (2018)
Ruijuan Zheng, Jing Chen, Kang Liu, Mingchuan Zhang, Junlong Zhu, Qingtao Wu, Huiqiang Wang
A User Recognition Strategy Under Mobile Cloud Environment. Wirel. Pers. Commun. 102 (4) (2018)
Jingjie Zhang, Qingtao Wu, Ruijuan Zheng, Junlong Zhu, Mingchuan Zhang, Ruoshui Liu
A Security Monitoring Method Based on Autonomic Computing for the Cloud Platform. J. Electr. Comput. Eng. 2018 (2018)
Zhigang Li, Mingchuan Zhang, Junlong Zhu, Ruijuan Zheng, Qikun Zhang, Qingtao Wu
Stochastic Block-Coordinate Gradient Projection Algorithms for Submodular Maximization. Complex. 2018 (2018)
Mingchuan Zhang, Meiyi Yang, Qingtao Wu, Ruijuan Zheng, Junlong Zhu
Smart perception and autonomic optimization: A novel bio-inspired hybrid routing protocol for MANETs. Future Gener. Comput. Syst. 81 (2018)
Ruijuan Zheng, Jing Chen, Mingchuan Zhang, Qingtao Wu, Junlong Zhu, Huiqiang Wang
A collaborative analysis method of user abnormal behavior based on reputation voting in cloud environment. Future Gener. Comput. Syst. 83 (2018)
Li Yang, Ruijuan Zheng, Junlong Zhu, Mingchuan Zhang, Ruoshui Liu, Qingtao Wu
Green city: An efficient task joint execution strategy for mobile micro-learning. Int. J. Distributed Sens. Networks 14 (6) (2018)
Ruijuan Zheng, Junlong Zhu, Mingchuan Zhang, Qingtao Wu, Ruoshui Liu, Kang Liu, Jing Chen
An Anomaly Recognition and Autonomic Optimization Method to User's Sequence Behaviors for D2D Communications in MCC. IEEE Access 6 (2018)
Meiwen Li, Qingtao Wu, Junlong Zhu, Ruijuan Zheng, Mingchuan Zhang
A Computing Offloading Game for Mobile Devices and Edge Cloud Servers. Wirel. Commun. Mob. Comput. 2018 (2018)
Juan Du, Ping Xie, Junlong Zhu, Ruijuan Zheng, Qingtao Wu, Mingchuan Zhang
Method for detecting abnormal behaviour of users based on selective clustering ensemble. IET Networks 7 (2) (2018)
Junlong Zhu, Changqiao Xu, Jianfeng Guan, Dapeng Oliver Wu
Differentially Private Distributed Online Algorithms Over Time-Varying Directed Networks. IEEE Trans. Signal Inf. Process. over Networks 4 (1) (2018)
Junlong Zhu, Mingchuan Zhang, Changqiao Xu, Jianfeng Guan, Hongke Zhang
The Performance Analysis of Diffusion LMS Algorithm in Sensor Networks Based on Quantized Data and Random Topology. Int. J. Distributed Sens. Networks 12 (8) (2016)
Ping Xie, Lihua Li, Junlong Zhu, Ruijuan Zheng, Mingchuan Zhang
A Cooperation and Access Spectrum Sharing Protocol with Cooperative Interference Management. Wirel. Pers. Commun. 81 (3) (2015)
Junlong Zhu, Changqiao Xu, Jianfeng Guan, Hongke Zhang
Spectrum auctions for multimedia streaming over mobile cognitive radio networks. BMSB (2014)
Ping Xie, Lihua Li, Junlong Zhu, Jin Jin, Yijing Liu
Cooperative spectrum leasing using parallel communication of secondary users. KSII Trans. Internet Inf. Syst. 7 (8) (2013)
Wei Quan, Jianfeng Guan, Changqiao Xu, Shijie Jia, Junlong Zhu, Hongke Zhang
Content retrieval model for information-center MANETs: 2-dimensional case. WCNC (2013)
Wei Quan, Jianfeng Guan, Shijie Jia, Junlong Zhu, Changqiao Xu, Hongke Zhang
A content retrieval model for Information Centric MANETs: 1-dimensional case. GLOBECOM Workshops (2012)