Mingshu He

Orcid: 0000-0002-2896-4595

According to our database¹, Mingshu He authored at least 31 papers between 2017 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

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Bibliography

2025

Analyzing the Semantic Structure of Network Flow: A Threat Detection Method With Independent Generalization Capabilities.

[BibT_eX]

[DOI]

Yiqing Luo

Mingshu He

Xiaojuan Wang

IEEE Trans. Netw. Sci. Eng., 2025

2024

GETRF: A General Framework for Encrypted Traffic Identification With Robust Representation Based on Datagram Structure.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., December, 2024

A Semantic Detection Method for Network Flows With Global and Generalized Nature.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., August, 2024

Toward Efficient Neural Networks Through Predictor-Assisted NSGA-III for Anomaly Traffic Detection of IoT.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., June, 2024

Intrusion Detection for Encrypted Flows Using Single Feature Based on Graph Integration Theory.

[BibT_eX]

[DOI]

IEEE Internet Things J., May, 2024

Reinforcement Learning Meets Network Intrusion Detection: A Transferable and Adaptable Framework for Anomaly Behavior Identification.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., April, 2024

Spatial-Temporal Graph Model Based on Attention Mechanism for Anomalous IoT Intrusion Detection.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, March, 2024

A Lightweight and Efficient IoT Intrusion Detection Method Based on Feature Grouping.

[BibT_eX]

[DOI]

IEEE Internet Things J., January, 2024

Supervised Representation Learning for Network Traffic With Cluster Compression.

[BibT_eX]

[DOI]

IEEE Trans. Sustain. Comput., 2024

HeVulD: A Static Vulnerability Detection Method Using Heterogeneous Graph Code Representation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Global-To-Pixel Regression for Human Mesh Recovery.

[BibT_eX]

[DOI]

Yabo Xiao

Mingshu He

Dongdong Yu

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

CSK-CNN: Network Intrusion Detection Model Based on Two-Layer Convolution Neural Network for Handling Imbalanced Dataset.

[BibT_eX]

[DOI]

Inf., February, 2023

A Manifold Consistency Interpolation Method of Poisoning Attacks Against Semi-Supervised Model.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

2022

Topology analysis and routing algorithms design for PTNet network.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2022

QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

between flow and bytes.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

AdaptivePose: Human Parts as Adaptive Points.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Network Intrusion Detection Based on an Efficient Neural Architecture Search.

[BibT_eX]

[DOI]

Symmetry, 2021

A Commodity Classification Framework Based on Machine Learning for Analysis of Trade Declaration.

[BibT_eX]

[DOI]

Symmetry, 2021

HARNAS: Human Activity Recognition Based on Automatic Neural Architecture Search Using Evolutionary Algorithms.

[BibT_eX]

[DOI]

Sensors, 2021

DRNet: A Depth-Based Regression Network for 6D Object Pose Estimation.

[BibT_eX]

[DOI]

Sensors, 2021

Malicious Network Behavior Detection Using Fusion of Packet Captures Files and Business Feature Data.

[BibT_eX]

[DOI]

Sensors, 2021

Deep-Feature-Based Autoencoder Network for Few-Shot Malicious Traffic Detection.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2021

Machine-Learning-Based User Position Prediction and Behavior Analysis for Location Services.

[BibT_eX]

[DOI]

Inf., 2021

Evolutionary Algorithm-Based and Network Architecture Search-Enabled Multiobjective Traffic Classification.

[BibT_eX]

[DOI]

IEEE Access, 2021

An N-gram Based Deep Learning Method for Network Traffic Classification.

[BibT_eX]

[DOI]

Xiaojuan Wang

Kaiwenlv Kacuila

Mingshu He

Proceedings of the Artificial Intelligence and Security - 7th International Conference, 2021

Interpretability Framework of Network Security Traffic Classification Based on Machine Learning.

[BibT_eX]

[DOI]

Mingshu He

Lei Jin

Mei Song

Proceedings of the Artificial Intelligence and Security - 7th International Conference, 2021

2019

Toward PTNET Network Topology Analysis and Routing Algorithm Design.

[BibT_eX]

[DOI]

Proceedings of the Data Science - 6th International Conference, 2019

2018

Research on Data Visualization in Different Scenarios.

[BibT_eX]

[DOI]

Proceedings of the Human Centered Computing - 4th International Conference, 2018

A Survey of Network Topology of Data Center.

[BibT_eX]

[DOI]

Xin He

Mingshu He

Zhijie Han

Proceedings of the 4th IEEE International Conference on Big Data Security on Cloud, 2018

2017

Analysis on Structural Vulnerability Under the Asymmetric Information.

[BibT_eX]

[DOI]

Proceedings of the Human Centered Computing - Third International Conference, 2017

Mingshu He

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