Jun Cai

58 papers C 1Journal 47Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive gradient sparsification with layer and stage-wise for accelerating distributed DNN training.
Comput. Networks
Waixi Liu, Jun Cai, Yue Yin, Zhen-Xin Zhang, Kongyang Chen, Jian-Tao Fu, Wen-Li Shang
2026 J jnl
Cooperative Traffic Scheduling in Transportation Network: A Knowledge Transfer Method.
IEEE Trans. Intell. Transp. Syst.
Zhongwei Huang, Wenlong Dai, Yuntao Zou, Dagang Li, Jun Cai, Thippa Reddy Gadekallu, Wei Wang
2026 J jnl
DRL-BM: Intelligent buffer management in data center network.
Comput. Networks
Waixi Liu, Xin-Jian Zhong, Zhen-Xin Zhang, Jun Cai, Wen-Li Shang, Yong Ding, Zhiquan Liu, Chao-Xuan Zheng, Zhen-zheng Guo
2025 J jnl
A Lightweight Dynamic Hierarchical Neural Network Model and Learning Paradigm.
Int. J. Intell. Syst.
Liping Liao, Junlong Lin, Wenjing Zhang, Jun Cai
2025 J jnl
A coupled zeroing neural network for removing mixed noises in solving time-varying problems.
Appl. Soft Comput.
Jun Cai, Shitao Zhong, Wenjing Zhang, Chenfu Yi
2025 J jnl
Corrections to "STMBAD: Spatio-Temporal Multimodal Behavior Anomaly Detector for Industrial Control Systems".
IEEE Trans. Ind. Informatics
Jianzhen Luo, Yan Cai, Jun Cai, Wanhan Fang, Wenwei Zheng
2025 J jnl
Multi-Party Reversible Data Hiding in Ciphertext Binary Images Based on Visual Cryptography.
IEEE Signal Process. Lett.
Bing Chen, Jingkun Yu, Bingwen Feng, Wei Lu, Jun Cai
2025 J jnl
STMBAD: Spatio-Temporal Multimodal Behavior Anomaly Detector for Industrial Control Systems.
IEEE Trans. Ind. Informatics
Jianzhen Luo, Yan Cai, Jun Cai, Wanhan Fang, Wenwei Zheng
2024 J jnl
A super-twisting algorithm combined zeroing neural network with noise tolerance and finite-time convergence for solving time-variant Sylvester equation.
Expert Syst. Appl.
Jun Cai, Wenjing Zhang, Shitao Zhong, Chenfu Yi
2024 J jnl
ICS Anomaly Detection Based on Sensor Patterns and Actuator Rules in Spatiotemporal Dependency.
IEEE Trans. Ind. Informatics
Jun Cai, Zeheng Wei, Jianzhen Luo
2024 J jnl
Knowledge-Collaboration-Based Resource Allocation in 6G IoT: A Graph Attention RL Approach.
IEEE Internet Things J.
Zhongwei Huang, Fei Richard Yu, Jun Cai
2024 J jnl
Privacy-Preserving Deployment Mechanism for Service Function Chains Across Multiple Domains.
IEEE Trans. Netw. Serv. Manag.
Jun Cai, Zirui Zhou, Zhongwei Huang, Wenlong Dai, Fei Richard Yu
2024 J jnl
QALL: Distributed Queue-Behavior-Aware Load Balancing Using Programmable Data Planes.
IEEE Trans. Netw. Serv. Manag.
Waixi Liu, Jun Cai, Sen Ling, Jian-Yu Zhang, Qingchun Chen
2024 J jnl
Task Decomposition and Hierarchical Scheduling for Collaborative Cloud-Edge-End Computing.
IEEE Trans. Serv. Comput.
Jun Cai, Wei Liu, Zhongwei Huang, Fei Richard Yu
2023 J jnl
Collective reinforcement learning based resource allocation for digital twin service in 6G networks.
J. Netw. Comput. Appl.
Zhongwei Huang, Dagang Li, Jun Cai, Hua Lu
2023 J jnl
Deep Reinforcement Learning for Reactive Content Caching With Predicted Content Popularity in Three-Tier Wireless Networks.
IEEE Trans. Netw. Serv. Manag.
Yan Liu, Jinling Jia, Jun Cai, Taiqin Huang
2023 J jnl
EdgeSFG: A matching game mechanism for service function graph deployment in industrial edge computing environment.
Inf. Sci.
Liping Liao, Cong Li, Jun Cai, Jianzhen Luo, Wenjing Zhang
2023 J jnl
Load balancing inside programmable data planes based on network modeling prediction using a GNN with network behaviors.
Comput. Networks
Waixi Liu, Jun Cai, Yinghao Zhu, Junming Luo, Jin Li
2023 J jnl
LogBASA: Log Anomaly Detection Based on System Behavior Analysis and Global Semantic Awareness.
Int. J. Intell. Syst.
Liping Liao, Ke Zhu, Jianzhen Luo, Jun Cai
2023 — ed.
Machine Learning for Cyber Security - 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022, Proceedings, Part I
ML4CS (1)
Yuan Xu, Hongyang Yan, Huang Teng, Jun Cai, Jin Li
2023 — ed.
Machine Learning for Cyber Security - 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022, Proceedings, Part II
ML4CS (2)
Yuan Xu, Hongyang Yan, Huang Teng, Jun Cai, Jin Li
2023 — ed.
Machine Learning for Cyber Security - 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022, Proceedings, Part III
ML4CS (3)
Yuan Xu, Hongyang Yan, Huang Teng, Jun Cai, Jin Li
2023 J jnl
Multitask Multiobjective Deep Reinforcement Learning-Based Computation Offloading Method for Industrial Internet of Things.
IEEE Internet Things J.
Jun Cai, Hongtian Fu, Yan Liu
2023 J jnl
Programmable Data Plane Intelligence: Advances, Opportunities, and Challenges.
IEEE Netw.
Waixi Liu, Cong Liang, Yong Cui, Jun Cai, Jun-Ming Luo
2022 J jnl
CapBad: Content-Agnostic, Payload-Based Anomaly Detector for Industrial Control Protocols.
IEEE Internet Things J.
Jun Cai, Qi Wang, Jianzhen Luo, Yan Liu, Liping Liao
2022 J jnl
DRL-PLink: Deep Reinforcement Learning With Private Link Approach for Mix-Flow Scheduling in Software-Defined Data-Center Networks.
IEEE Trans. Netw. Serv. Manag.
Waixi Liu, Jinjie Lu, Jun Cai, Yinghao Zhu, Sen Ling, Qingchun Chen
2022 J jnl
Deep reinforcement learning-based multitask hybrid computing offloading for multiaccess edge computing.
Int. J. Intell. Syst.
Jun Cai, Hongtian Fu, Yan Liu
2022 J jnl
Graph convolutional networks with higher-order pooling for semisupervised node classification.
Concurr. Comput. Pract. Exp.
Fangyuan Lei, Xun Liu, Jianjian Jiang, Liping Liao, Jun Cai, Huimin Zhao
2022 J jnl
SARM: Service function chain active reconfiguration mechanism based on load and demand prediction.
Int. J. Intell. Syst.
Jun Cai, Kaili Qian, Jianzhen Luo, Ke Zhu
2022 J jnl
SeMiner: Side-Information-Based Semantics Miner for Proprietary Industrial Control Protocols.
IEEE Internet Things J.
Jun Cai, Weijian Zhong, Jianzhen Luo
2021 J jnl
APPM: Adaptive Parallel Processing Mechanism for Service Function Chains.
IEEE Trans. Netw. Serv. Manag.
Jun Cai, Zhongwei Huang, Liping Liao, Jianzhen Luo, Waixi Liu
2021 J jnl
DRL-R: Deep reinforcement learning approach for intelligent routing in software-defined data-center networks.
J. Netw. Comput. Appl.
Waixi Liu, Jun Cai, Qing Chun Chen, Yu Wang
2021 — ed.
Data Mining and Big Data - 6th International Conference, DMBD 2021, Guangzhou, China, October 20-22, 2021, Proceedings, Part I
DMBD (1)
Ying Tan, Yuhui Shi, Albert Y. Zomaya, Hongyang Yan, Jun Cai
2021 — ed.
Data Mining and Big Data - 6th International Conference, DMBD 2021, Guangzhou, China, October 20-22, 2021, Proceedings, Part II
DMBD (2)
Ying Tan, Yuhui Shi, Albert Y. Zomaya, Hongyang Yan, Jun Cai
2021 J jnl
On the Effective Parallelization and Near-Optimal Deployment of Service Function Chains.
IEEE Trans. Parallel Distributed Syst.
Jianzhen Luo, Jun Li, Lei Jiao, Jun Cai
2020 — ed.
Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Guangzhou, China, July 13-14, 2019, Proceedings
BICS
Jinchang Ren, Amir Hussain, Huimin Zhao, Kaizhu Huang, Jiangbin Zheng, Jun Cai, Rongjun Chen, Yinyin Xiao
2020 J jnl
Composing and deploying parallelized service function chains.
J. Netw. Comput. Appl.
Jun Cai, Zhongwei Huang, Jianzhen Luo, Yan Liu, Huimin Zhao, Liping Liao
2020 J jnl
Fine-grained flow classification using deep learning for software defined data center networks.
J. Netw. Comput. Appl.
Waixi Liu, Jun Cai, Yu Wang, Qing Chun Chen, Jia-Qi Zeng
2020 J jnl
Network Coding-Based Socially-Aware Caching Strategy in D2D.
IEEE Access
Jun Cai, Xiaoping Wu, Yan Liu, Jian-Zhen Luo, Liping Liao
2019 — conf
A User Profile Based Medical Recommendation System.
BICS
Jun Cai, XueBin Hong, Qingyun Dai, Huimin Zhao, Yan Liu, Jian-Zhen Luo, Zhijie Wu
2019 J jnl
Deep Learning Based Proactive Caching for Effective WSN-Enabled Vision Applications.
Complex.
Fangyuan Lei, Jun Cai, Qingyun Dai, Huimin Zhao
2019 J jnl
Mix-flow scheduling using deep reinforcement learning for software-defined data-center networks.
Internet Technol. Lett.
Waixi Liu, Jun Cai, Yu Wang, Qing Chun Chen, Dong Tang
2019 J jnl
Node importance to community based caching strategy for information centric networking.
Concurr. Comput. Pract. Exp.
Chun Shan, Jun Cai, Yan Liu, Jian-Zhen Luo
2018 — conf
A Proactive Caching Strategy Based on Deep Learning in EPC of 5G.
BICS
Fangyuan Lei, Qinyun Dai, Jun Cai, Huimin Zhao, Xun Liu, Yan Liu
2018 J jnl
A network community restructuring mechanism for transport efficiency improvement in scale-free complex networks.
Concurr. Comput. Pract. Exp.
Jun Cai, Jian-Zhen Luo, Yan Liu, Wenguo Wei, Fangyuan Lei
2018 J jnl
COD: caching on demand in information-centric networking.
Telecommun. Syst.
Waixi Liu, Jin Li, Jun Cai, Yu Wang, Xiao-Chu Liu, Shun-Zheng Yu
2018 J jnl
Content Popularity Prediction and Caching for ICN: A Deep Learning Approach With SDN.
IEEE Access
Waixi Liu, Jie Zhang, Zhong-Wei Liang, Ling-Xi Peng, Jun Cai
2018 — conf
Deep Learning Based Recommendation Algorithm in Online Medical Platform.
BICS
Qingyun Dai, XueBin Hong, Jun Cai, Yan Liu, Huimin Zhao, Jian-Zhen Luo, Zeyu Lin, Shijian Chen
2018 J jnl
Enhancing network capacity by weakening community structure in scale-free network.
Future Gener. Comput. Syst.
Jun Cai, Yu Wang, Yan Liu, Jian-Zhen Luo, Wenguo Wei, Xiaoping Xu
2018 — conf
Hadoop Massive Small File Merging Technology Based on Visiting Hot-Spot and Associated File Optimization.
BICS
Jian-feng Peng, Wenguo Wei, Huimin Zhao, Qingyun Dai, Gui-yuan Xie, Jun Cai, Kejing He
2018 J jnl
IoT Application-Layer Protocol Vulnerability Detection using Reverse Engineering.
Symmetry
Jian-Zhen Luo, Chun Shan, Jun Cai, Yan Liu
2018 J jnl
一种基于内容流行度和社团重要度的ICN缓存与替换策略 (Caching and Replacing Strategy in Information-centric Network Based on Content Popularity and Community Importance).
计算机科学
Jian-Zhen Luo, Jun Cai, Yan Liu, Huimin Zhao
2017 J jnl
Information-centric networking with built-in network coding to achieve multisource transmission at network-layer.
Comput. Networks
Waixi Liu, Shun-Zheng Yu, Guang Tan, Jun Cai
2017 C conf
Toward Fuzz Test Based on Protocol Reverse Engineering.
ISPEC
Jun Cai, Jian-Zhen Luo, Jianliang Ruan, Yan Liu
2016 J jnl
Distributed compressed sensing for multi-sourced fusion and secure signal processing in private cloud.
Multidimens. Syst. Signal Process.
Huimin Zhao, Wenguo Wei, Jun Cai, Fangyuan Lei, Jian-Zhen Luo
2016 J jnl
一种基于SDN的ICN高效缓存机制 (Efficient Caching Mechanism Based on Soft Defined Information-centric Networks).
计算机科学
Fangyuan Lei, Jun Cai, Jianzhen Luo, Qingyun Dai, Huimin Zhao
2011 J jnl
The community Analysis of User Behaviors Network for Web Traffic.
J. Softw.
Jun Cai, Shun-Zheng Yu, Yu Wang
2009 J jnl
The Design of a Wireless Data Acquisition and Transmission System.
J. Networks
Jun Cai, Shun-Zheng Yu, Jing-li Liu