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2020 – today
- 2025
[j21]Yiqing Luo
, Mingshu He, Xiaojuan Wang:
Analyzing the Semantic Structure of Network Flow: A Threat Detection Method With Independent Generalization Capabilities. IEEE Trans. Netw. Sci. Eng. 12(1): 28-43 (2025)- 2024
- [j20]Mingshu He, Yuanming Huang, Xinlei Wang, Peng Wei, Xiaojuan Wang:
A Lightweight and Efficient IoT Intrusion Detection Method Based on Feature Grouping. IEEE Internet Things J. 11(2): 2935-2949 (2024) - [j19]Ying Han, Xinlei Wang, Mingshu He, Xiaojuan Wang, Shize Guo:
Intrusion Detection for Encrypted Flows Using Single Feature Based on Graph Integration Theory. IEEE Internet Things J. 11(10): 17589-17601 (2024) - [j18]Xinlei Wang, Mingshu He, Jiaxuan Wang, Xiaojuan Wang:
Toward Efficient Neural Networks Through Predictor-Assisted NSGA-III for Anomaly Traffic Detection of IoT. IEEE Trans. Cogn. Commun. Netw. 10(3): 982-995 (2024) - [j17]Xiaojuan Wang, Zikui Lu, Xinlei Wang, Mingshu He, Xiaojun Wang:
GETRF: A General Framework for Encrypted Traffic Identification With Robust Representation Based on Datagram Structure. IEEE Trans. Cogn. Commun. Netw. 10(6): 2045-2060 (2024) - [j16]Yuanming Huang, Mingshu He, Xiaojuan Wang, Jie Zhang:
HeVulD: A Static Vulnerability Detection Method Using Heterogeneous Graph Code Representation. IEEE Trans. Inf. Forensics Secur. 19: 9129-9144 (2024) - [j15]Xinlei Wang, Xiaojuan Wang, Mingshu He, Min Zhang, Zikui Lu:
Spatial-Temporal Graph Model Based on Attention Mechanism for Anomalous IoT Intrusion Detection. IEEE Trans. Ind. Informatics 20(3): 3497-3509 (2024) - [j14]Mingshu He, Xiaojuan Wang, Peng Wei, Liu Yang, Yinglei Teng, Renjian Lyu:
Reinforcement Learning Meets Network Intrusion Detection: A Transferable and Adaptable Framework for Anomaly Behavior Identification. IEEE Trans. Netw. Serv. Manag. 21(2): 2477-2492 (2024) - [j13]Xiaojuan Wang, Yiqing Luo, Mingshu He, Xinlei Wang:
A Semantic Detection Method for Network Flows With Global and Generalized Nature. IEEE Trans. Netw. Serv. Manag. 21(4): 4713-4730 (2024) - [j12]Xiaojuan Wang, Yu Zhang, Mingshu He, Shize Guo, Liu Yang:
Supervised Representation Learning for Network Traffic With Cluster Compression. IEEE Trans. Sustain. Comput. 9(1): 1-13 (2024) - [c10]Yabo Xiao, Mingshu He, Dongdong Yu:
Global-To-Pixel Regression for Human Mesh Recovery. ECCV (16) 2024: 481-497 - 2023
- [j11]Jiaming Song, Xiaojuan Wang, Mingshu He, Lei Jin:
CSK-CNN: Network Intrusion Detection Model Based on Two-Layer Convolution Neural Network for Handling Imbalanced Dataset. Inf. 14(2): 130 (2023) - [j10]Xinlei Wang, Xiaojuan Wang, Mingshu He, Min Zhang, Zhao Zhang:
A Manifold Consistency Interpolation Method of Poisoning Attacks Against Semi-Supervised Model. IEEE Trans. Inf. Forensics Secur. 18: 5272-5285 (2023) - 2022
- [j9]Zhijie Han, Qingfang Zhang, Xiaoyu Du, Kun Guo, Mingshu He:
Topology analysis and routing algorithms design for PTNet network. Concurr. Comput. Pract. Exp. 34(8) (2022) - [c9]Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Guoli Wang, Qian Zhang, Mingshu He:
AdaptivePose: Human Parts as Adaptive Points. AAAI 2022: 2813-2821 - [c8]Yiqing Luo, Mingshu He, Xiaojuan Wang, Lei Jin:
between flow and bytes. BigDataService 2022: 179-180 - [c7]Yabo Xiao, Kai Su, Xiaojuan Wang, Dongdong Yu, Lei Jin, Mingshu He, Zehuan Yuan:
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query. NeurIPS 2022 - [i2]Yabo Xiao, Kai Su, Xiaojuan Wang, Dongdong Yu, Lei Jin, Mingshu He, Zehuan Yuan:
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query. CoRR abs/2212.07855 (2022) - 2021
- [j8]Xiaojuan Wang, Xinlei Wang, Lei Jin, Renjian Lv, Bingying Dai, Mingshu He, Tianqi Lv:
Evolutionary Algorithm-Based and Network Architecture Search-Enabled Multiobjective Traffic Classification. IEEE Access 9: 52310-52325 (2021) - [j7]Haiyang Jiang, Mingshu He, Yuanyuan Xi, Jianqiu Zeng:
Machine-Learning-Based User Position Prediction and Behavior Analysis for Location Services. Inf. 12(5): 180 (2021) - [j6]Mingshu He, Xiaojuan Wang, Junhua Zhou, Yuanyuan Xi, Lei Jin, Xinlei Wang:
Deep-Feature-Based Autoencoder Network for Few-Shot Malicious Traffic Detection. Secur. Commun. Networks 2021: 6659022:1-6659022:13 (2021) - [j5]Lei Jin, Xiaojuan Wang, Mingshu He, Jingyue Wang:
DRNet: A Depth-Based Regression Network for 6D Object Pose Estimation. Sensors 21(5): 1692 (2021) - [j4]Mingshu He, Xiaojuan Wang, Lei Jin, Bingying Dai, Kaiwenlv Kacuila, Xiaosu Xue:
Malicious Network Behavior Detection Using Fusion of Packet Captures Files and Business Feature Data. Sensors 21(17): 5942 (2021) - [j3]Xiaojuan Wang, Xinlei Wang, Tianqi Lv, Lei Jin, Mingshu He:
HARNAS: Human Activity Recognition Based on Automatic Neural Architecture Search Using Evolutionary Algorithms. Sensors 21(20): 6927 (2021) - [j2]Mingshu He, Xiaojuan Wang, Chundong Zou, Bingying Dai, Lei Jin:
A Commodity Classification Framework Based on Machine Learning for Analysis of Trade Declaration. Symmetry 13(6): 964 (2021) - [j1]Renjian Lyu, Mingshu He, Yu Zhang, Lei Jin, Xinlei Wang:
Network Intrusion Detection Based on an Efficient Neural Architecture Search. Symmetry 13(8): 1453 (2021) - [c6]Xiaojuan Wang, Kaiwenlv Kacuila, Mingshu He:
An N-gram Based Deep Learning Method for Network Traffic Classification. ICAIS (2) 2021: 289-304 - [c5]Mingshu He, Lei Jin, Mei Song:
Interpretability Framework of Network Security Traffic Classification Based on Machine Learning. ICAIS (2) 2021: 305-320 - [i1]Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Guoli Wang, Qian Zhang, Mingshu He:
AdaptivePose: Human Parts as Adaptive Points. CoRR abs/2112.13635 (2021)
2010 – 2019
- 2019
- [c4]Zhijie Han, Qingfang Zhang, Xiaoyu Du, Kun Guo, Mingshu He:
Toward PTNET Network Topology Analysis and Routing Algorithm Design. ICDS 2019: 613-627 - 2018
- [c3]Xin He, Mingshu He, Zhijie Han:
A Survey of Network Topology of Data Center. BigDataSecurity/HPSC/IDS 2018: 39-41 - [c2]Xin Guo, Mingshu He, Mo Chen, Xiaojie Zhao, Ye Tian:
Research on Data Visualization in Different Scenarios. HCC 2018: 232-243 - 2017
- [c1]Mingshu He, Xiaojuan Wang, Jingwen You, Zhen Wang:
Analysis on Structural Vulnerability Under the Asymmetric Information. HCC 2017: 503-515
Coauthor Index
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