Classification of UDP traffic from P2P applications. - Gang Wang; Wei Ding; Shi Dong 001 (ICON, 2011)

Measure Correlation Analysis of Network Flow Based On Symmetric Uncertainty. - Shi Dong 001; Wei Ding; Liang Chen (KSII Trans. Internet Inf. Syst., 2012)

Network traffic prediction based on ARFIMA model - Dingding Zhou; Songling Chen; Shi Dong 001 (CoRR, 2013)

Auto Adaptive Identification Algorithm Based on Network Traffic Flow. - Shi Dong 001; Xingang Zhang; Dingding Zhou (Int. J. Comput. Commun. Control, 2014)

A time-slice optimization based weak feature association algorithm for video condensation. - Yongfeng Cui; Wei Liu; Shi Dong 001 (Multim. Tools Appl., 2016)

Feature selection algorithm based on correlation between muti metric network traffic flow features. - Yongfeng Cui; Shi Dong 001; Wei Liu (Int. Arab J. Inf. Technol., 2017)

Research on efficient-efficient routing protocol for WSNs based on improved artificial bee colony algorithm. - Huadong Wang; Ying Chen; Shi Dong 001 (IET Wirel. Sens. Syst., 2017)

A new routing algorithm based on opportunistic networks. - Shi Dong 001; Yingchun Qi; Dingding Zhou (Int. J. Inf. Commun. Technol., 2017)

Microblog Sentiment Analysis Method Based on Spectral Clustering. - Shi Dong 001; Xingang Zhang; Ya Li (J. Inf. Process. Syst., 2018)

A Survey on Distributed Denial of Service (DDoS) Attacks in SDN and Cloud Computing Environments. - Shi Dong 001; Khushnood Abbas; Raj Jain (IEEE Access, 2019)

Traffic identification method based on multiple probabilistic neural network model. - Shi Dong 001; Ruixuan Li 001 (Neural Comput. Appl., 2019)

DDoS Attack Detection Method Based on Improved KNN With the Degree of DDoS Attack in Software-Defined Networks. - Shi Dong 001; Mudar Sarem (IEEE Access, 2020)

Energy-efficient scheme based on user task characteristic in virtual cloud platform. - Shi Dong 001; Raj Jain (Clust. Comput., 2020)

Entropy-based outlier detection using spark. - Guilan Feng; Zhengnan Li; Wengang Zhou; Shi Dong 001 (Clust. Comput., 2020)

Improved label propagation algorithm for overlapping community detection. - Shi Dong 001 (Computing, 2020)

TempNodeEmb: Temporal Node Embedding considering temporal edge influence matrix. - Khushnood Abbas; Alireza Abbasi; Shi Dong 001; Niu Ling; Mingsheng Shang 001; Chen Liong; Bolun Chen (CoRR, 2020)

Improving Positioning Algorithm Based on RSSI. - Xinhui Ding; Shi Dong 001 (Wirel. Pers. Commun., 2020)

Wireless Network Abnormal Traffic Detection Method Based on Deep Transfer Reinforcement Learning. - Yuanjun Xia; Shi Dong 001; Tao Peng 006; Tao Wang (MSN, 2021)

Application of network link prediction in drug discovery. - Khushnood Abbas; Alireza Abbasi; Shi Dong 001; Niu Ling; Laihang Yu; Bolun Chen; Shi-Min Cai; Qambar Hasan (BMC Bioinform., 2021)

A survey on deep learning and its applications. - Shi Dong 001; Ping Wang; Khushnood Abbas (Comput. Sci. Rev., 2021)

Multi class SVM algorithm with active learning for network traffic classification. - Shi Dong 001 (Expert Syst. Appl., 2021)

Improved influential nodes identification in complex networks. - Shi Dong 001; Wengang Zhou (J. Intell. Fuzzy Syst., 2021)

Weber's law based multi-level convolution correlation features for image retrieval. - Laihang Yu; Ningzhong Liu; Wengang Zhou; Shi Dong 001; Yu Fan; Khushnood Abbas (Multim. Tools Appl., 2021)

Distributed Data Gathering Algorithm Based on Spanning Tree. - Shi Dong 001; Mudar Sarem; Wengang Zhou (IEEE Syst. J., 2021)

Network Abnormal Traffic Detection Model Based on Semi-Supervised Deep Reinforcement Learning. - Shi Dong 001; Yuanjun Xia; Tao Peng 006 (IEEE Trans. Netw. Serv. Manag., 2021)

An Abnormal Traffic Detection Method for IoT Devices Based on Federated Learning and Depthwise Separable Convolutional Neural Networks. - Qinyu Xia; Shi Dong 001; Tao Peng 006 (IPCCC, 2022)

Traffic identification model based on generative adversarial deep convolutional network. - Shi Dong 001; Yuanjun Xia; Tao Peng 006 (Ann. des Télécommunications, 2022)

NOCD: a new overlapping community detection algorithm based on improved KNN. - Shi Dong 001; Mudar Sarem (J. Ambient Intell. Humaniz. Comput., 2022)

Evolutionary Algorithm for Selecting Dynamic Signatures Partitioning Approach. - Marcin Zalasinski; Lukasz Laskowski; Tacjana Niksa-Rynkiewicz; Krzysztof Cpalka; Aleksander Byrski; Krzysztof Przybyszewski; Pawel Trippner; Shi Dong 001 (J. Artif. Intell. Soft Comput. Res., 2022)

A Novel Interaction Convolutional Network Based on Dependency Trees for Aspect-Level Sentiment Analysis. - Lei Mao; Jianxia Chen; Shi Dong 001; Liang Xiao 004; Haoying Si; Shu Li; Xinyun Wu (ICONIP (2), 2023)

Aspect-level Sentiment Analysis Based on Convolutional Network with Dependency Tree. - Lei Mao; Jianxia Chen; Shi Dong 001; Liang Xiao 004; Haoying Si; Xinyun Wu (SEKE, 2023)

Co-Evolving Popularity Prediction in Temporal Bipartite Networks: A Heuristics Based Model. - Khushnood Abbas; Mohammad Kamrul Hasan; Alireza Abbasi; Shi Dong 001; Taher M. Ghazal; Siti Norul Huda Sheikh Abdullah; Asif Khan 007; Dabiah Ahmed Alboaneen; Fatima Rayan Awad Ahmed; Thowiba E. Ahmed; Shayla Islam (IEEE Access, 2023)

Predicting the Future Popularity of Academic Publications Using Deep Learning by Considering It as Temporal Citation Networks. - Khushnood Abbas; Mohammad Kamrul Hasan; Alireza Abbasi; Umi Asma' Mokhtar; Asif Khan 007; Siti Norul Huda Sheikh Abdullah; Shi Dong 001; Shayla Islam; Dabiah Ahmed Alboaneen; Fatima Rayan Awad Ahmed (IEEE Access, 2023)

Blockchain technology and application: an overview. - Shi Dong 001; Khushnood Abbas; Meixi Li; Joarder Kamruzzaman (PeerJ Comput. Sci., 2023)

A Novel Temporal Network-Embedding Algorithm for Link Prediction in Dynamic Networks. - Khushnood Abbas; Alireza Abbasi; Shi Dong 001; Niu Ling; Liyong Chen; Bolun Chen (Entropy, 2023)

Network traffic identification in packet sampling environment. - Shi Dong 001; Yuanjun Xia (Digit. Commun. Networks, 2023)

A systematic mapping study on machine learning methodologies for requirements management. - Chi Xu; Yuanbang Li; Bangchao Wang; Shi Dong 001 (IET Softw., 2023)

Quantum Particle Swarm Optimization for Task Offloading in Mobile Edge Computing. - Shi Dong 001; Yuanjun Xia; Joarder Kamruzzaman (IEEE Trans. Ind. Informatics, 2023)

A-CAVE: Network abnormal traffic detection algorithm based on variational autoencoder. - Shi Dong 001; Huadong Su; Yue Liu (ICT Express, 2023)

Android Malware Detection Methods Based on Convolutional Neural Network: A Survey. - Longhui Shu; Shi Dong 001; Huadong Su; Junjie Huang (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Multi-temporal Sequential Recommendation Model Based on the Fused Learning Preferences. - Jianxia Chen; Liwei Pan; Shi Dong 001; Tianci Yu; Liang Xiao 004; Meihan Yao; Shijie Luo (Int. J. Comput. Intell. Syst., 2023)

A Comprehensive Survey on Authentication and Attack Detection Schemes That Threaten It in Vehicular Ad-Hoc Networks. - Shi Dong 001; Huadong Su; Yuanjun Xia; Fei Zhu; Xinrong Hu; Bangchao Wang (IEEE Trans. Intell. Transp. Syst., 2023)

Dual Frequency-based Temporal Sequential Recommendation. - Shijie Luo; Jianxia Chen; Tianci Yu; Shi Dong 001; Gaohang Jiang; Ninglong Ding (IJCNN, 2024)

Task offloading strategies for mobile edge computing: A survey. - Shi Dong 001; Junxiao Tang; Khushnood Abbas; Ruizhe Hou; Joarder Kamruzzaman; Leszek Rutkowski; Rajkumar Buyya (Comput. Networks, 2024)

Device Identification Method for Internet of Things Based on Spatial-Temporal Feature Residuals. - Shi Dong 001; Longhui Shu; Qinyu Xia; Joarder Kamruzzaman; Yuanjun Xia; Tao Peng 006 (IEEE Trans. Serv. Comput., 2024)

An efficient privacy-preserving authentication scheme that mitigates TA dependency in VANETs. - Huadong Su; Shi Dong 001; Ning Wang; Ting Zhang (Veh. Commun., 2024)

SVCA: Secure and Verifiable Chained Aggregation for Privacy-Preserving Federated Learning. - Yuanjun Xia; Yining Liu 002; Shi Dong 001; Meng Li 006; Cheng Guo 001 (IEEE Internet Things J., 2024)

Android Malware Detection Method Based on CNN and DNN Bybrid Mechanism. - Shi Dong 001; Longhui Shu; Shan Nie (IEEE Trans. Ind. Informatics, 2024)

Network Abnormal Traffic Detection Framework Based on Deep Reinforcement Learning. - Shi Dong 001; Yuanjun Xia; Tao Wang (IEEE Wirel. Commun., 2024)

A Hybrid Blockchain-Based Privacy-Preserving Authentication Scheme for Vehicular Ad Hoc Networks. - Huadong Su; Shi Dong 001; Ting Zhang (IEEE Trans. Veh. Technol., 2024)

Enhanced unknown Android Malware Detection using LG-PN: A local-global fusion approach in prototypical networks. - Longhui Shu; Shi Dong 001 (J. Inf. Secur. Appl., 2025)

Improved PBFT Consensus Mechanism Based on Voting Sort Clustering Partition With Group Signature for IoT. - Shi Dong 001; Huadong Su; Ruizhe Hou; Achyut Shankar (IEEE Trans. Intell. Transp. Syst., 2025)

Evaluating Loss Functions for Graph Neural Networks: Towards Pretraining and Generalization. - Khushnood Abbas; Ruizhe Hou; Zhou Wengang; Shi Dong 001; Niu Ling; Satyaki Nan; Alireza Abbasi (CoRR, 2025)