Mingshu He

43 papers A* 3B 1C 1Journal 31Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Real-Time Channel-Level Intrusion Detection System Based on Multimodal Learning.
IEEE Internet Things J.
Xiaowei Zhao, Mingshu He, Xiaojuan Wang
2026 J jnl
Enhancing Intrusion Detection via Interpretable Inter-Flow Spatio-Temporal Graphs and Intra-Flow Features.
IEEE Trans. Netw. Sci. Eng.
Xiaowei Zhao, Mingshu He, Liu Yang, Jianjin Zhao, Xiaojuan Wang
2026 A* conf
GIANT: Structure-Agnostic Practical Adversarial Attacks for Graph-based Network Intrusion Detection Systems.
WWW
Jianjin Zhao, Dongqi Han, Chao Ma, Qi Li, Zhiwei Cui, Hongliang Zhu, Hua Zhang, Mingshu He, Yijun Lu, Jiong Dong, Yuyin Ma, Meng Shen
2026 J jnl
HKD-Net: Hierarchical Knowledge Distillation Based on Multi-Domain Feature Fusion for Efficient Network Intrusion Detection.
IEEE Trans. Netw. Serv. Manag.
Zhaoping Li, Mingshu He, Xiaojuan Wang
2025 J jnl
A clustering-based approach for classifying data streams using graph matching.
J. Big Data
Yuxin Du, Mingshu He, Xiaojuan Wang
2025 J jnl
ACE: A Static Android Malware Detection Method Based on Supervised Contrastive Learning.
IEEE Internet Things J.
Yuanming Huang, Mingshu He, Xiaojuan Wang, Jie Zhang, Shize Guo
2025 J jnl
An Efficient DDoS Detection Method Based on Packet Grouping via Online Data Flow Processing.
IEEE Trans. Sustain. Comput.
Mingshu He, Xiaowei Zhao, Xiaojuan Wang
2025 J jnl
Analyzing the Semantic Structure of Network Flow: A Threat Detection Method With Independent Generalization Capabilities.
IEEE Trans. Netw. Sci. Eng.
Yiqing Luo, Mingshu He, Xiaojuan Wang
2025 J jnl
ERFS: Efficient Feature Graph Representation for Intrusion Detection Based on Flow Semantic Association.
IEEE Trans. Cogn. Commun. Netw.
Yiqing Luo, Mingshu He, Xiaojuan Wang
2025 B conf
NFD-TRG: Network Flow Detection via Traffic Relationship Graphs with Statistical Feature Embedding.
TrustCom
Mingshu He, Xiaowei Zhao, Liu Yang
2025 J jnl
Semi-Supervised Learning With Interpolation and Pseudo-Labeling for Few-Label Intrusion Detection.
IEEE Trans. Netw. Serv. Manag.
Xiaowei Zhao, Mingshu He, Xiaojuan Wang
2024 J jnl
A Lightweight and Efficient IoT Intrusion Detection Method Based on Feature Grouping.
IEEE Internet Things J.
Mingshu He, Yuanming Huang, Xinlei Wang, Peng Wei, Xiaojuan Wang
2024 J jnl
A Semantic Detection Method for Network Flows With Global and Generalized Nature.
IEEE Trans. Netw. Serv. Manag.
Xiaojuan Wang, Yiqing Luo, Mingshu He, Xinlei Wang
2024 J jnl
GETRF: A General Framework for Encrypted Traffic Identification With Robust Representation Based on Datagram Structure.
IEEE Trans. Cogn. Commun. Netw.
Xiaojuan Wang, Zikui Lu, Xinlei Wang, Mingshu He, Xiaojun Wang
2024 — conf
Global-To-Pixel Regression for Human Mesh Recovery.
ECCV (16)
Yabo Xiao, Mingshu He, Dongdong Yu
2024 J jnl
HeVulD: A Static Vulnerability Detection Method Using Heterogeneous Graph Code Representation.
IEEE Trans. Inf. Forensics Secur.
Yuanming Huang, Mingshu He, Xiaojuan Wang, Jie Zhang
2024 J jnl
Intrusion Detection for Encrypted Flows Using Single Feature Based on Graph Integration Theory.
IEEE Internet Things J.
Ying Han, Xinlei Wang, Mingshu He, Xiaojuan Wang, Shize Guo
2024 J jnl
Reinforcement Learning Meets Network Intrusion Detection: A Transferable and Adaptable Framework for Anomaly Behavior Identification.
IEEE Trans. Netw. Serv. Manag.
Mingshu He, Xiaojuan Wang, Peng Wei, Liu Yang, Yinglei Teng, Renjian Lyu
2024 J jnl
Spatial-Temporal Graph Model Based on Attention Mechanism for Anomalous IoT Intrusion Detection.
IEEE Trans. Ind. Informatics
Xinlei Wang, Xiaojuan Wang, Mingshu He, Min Zhang, Zikui Lu
2024 J jnl
Supervised Representation Learning for Network Traffic With Cluster Compression.
IEEE Trans. Sustain. Comput.
Xiaojuan Wang, Yu Zhang, Mingshu He, Shize Guo, Liu Yang
2024 J jnl
Toward Efficient Neural Networks Through Predictor-Assisted NSGA-III for Anomaly Traffic Detection of IoT.
IEEE Trans. Cogn. Commun. Netw.
Xinlei Wang, Mingshu He, Jiaxuan Wang, Xiaojuan Wang
2023 J jnl
A Manifold Consistency Interpolation Method of Poisoning Attacks Against Semi-Supervised Model.
IEEE Trans. Inf. Forensics Secur.
Xinlei Wang, Xiaojuan Wang, Mingshu He, Min Zhang, Zhao Zhang
2023 J jnl
CSK-CNN: Network Intrusion Detection Model Based on Two-Layer Convolution Neural Network for Handling Imbalanced Dataset.
Inf.
Jiaming Song, Xiaojuan Wang, Mingshu He, Lei Jin
2022 A* conf
AdaptivePose: Human Parts as Adaptive Points.
AAAI
Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Guoli Wang, Qian Zhang, Mingshu He
2022 A* conf
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query.
NeurIPS
Yabo Xiao, Kai Su, Xiaojuan Wang, Dongdong Yu, Lei Jin, Mingshu He, Zehuan Yuan
2022 J jnl
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query.
CoRR
Yabo Xiao, Kai Su, Xiaojuan Wang, Dongdong Yu, Lei Jin, Mingshu He, Zehuan Yuan
2022 J jnl
Topology analysis and routing algorithms design for PTNet network.
Concurr. Comput. Pract. Exp.
Zhijie Han, Qingfang Zhang, Xiaoyu Du, Kun Guo, Mingshu He
2022 — conf
between flow and bytes.
BigDataService
Yiqing Luo, Mingshu He, Xiaojuan Wang, Lei Jin
2021 J jnl
A Commodity Classification Framework Based on Machine Learning for Analysis of Trade Declaration.
Symmetry
Mingshu He, Xiaojuan Wang, Chundong Zou, Bingying Dai, Lei Jin
2021 J jnl
AdaptivePose: Human Parts as Adaptive Points.
CoRR
Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Guoli Wang, Qian Zhang, Mingshu He
2021 — conf
An N-gram Based Deep Learning Method for Network Traffic Classification.
ICAIS (2)
Xiaojuan Wang, Kaiwenlv Kacuila, Mingshu He
2021 J jnl
DRNet: A Depth-Based Regression Network for 6D Object Pose Estimation.
Sensors
Lei Jin, Xiaojuan Wang, Mingshu He, Jingyue Wang
2021 J jnl
Deep-Feature-Based Autoencoder Network for Few-Shot Malicious Traffic Detection.
Secur. Commun. Networks
Mingshu He, Xiaojuan Wang, Junhua Zhou, Yuanyuan Xi, Lei Jin, Xinlei Wang
2021 J jnl
Evolutionary Algorithm-Based and Network Architecture Search-Enabled Multiobjective Traffic Classification.
IEEE Access
Xiaojuan Wang, Xinlei Wang, Lei Jin, Renjian Lv, Bingying Dai, Mingshu He, Tianqi Lv
2021 J jnl
HARNAS: Human Activity Recognition Based on Automatic Neural Architecture Search Using Evolutionary Algorithms.
Sensors
Xiaojuan Wang, Xinlei Wang, Tianqi Lv, Lei Jin, Mingshu He
2021 — conf
Interpretability Framework of Network Security Traffic Classification Based on Machine Learning.
ICAIS (2)
Mingshu He, Lei Jin, Mei Song
2021 J jnl
Machine-Learning-Based User Position Prediction and Behavior Analysis for Location Services.
Inf.
Haiyang Jiang, Mingshu He, Yuanyuan Xi, Jianqiu Zeng
2021 J jnl
Malicious Network Behavior Detection Using Fusion of Packet Captures Files and Business Feature Data.
Sensors
Mingshu He, Xiaojuan Wang, Lei Jin, Bingying Dai, Kaiwenlv Kacuila, Xiaosu Xue
2021 J jnl
Network Intrusion Detection Based on an Efficient Neural Architecture Search.
Symmetry
Renjian Lyu, Mingshu He, Yu Zhang, Lei Jin, Xinlei Wang
2019 C conf
Toward PTNET Network Topology Analysis and Routing Algorithm Design.
ICDS
Zhijie Han, Qingfang Zhang, Xiaoyu Du, Kun Guo, Mingshu He
2018 — conf
A Survey of Network Topology of Data Center.
BigDataSecurity/HPSC/IDS
Xin He, Mingshu He, Zhijie Han
2018 — conf
Research on Data Visualization in Different Scenarios.
HCC
Xin Guo, Mingshu He, Mo Chen, Xiaojie Zhao, Ye Tian
2017 — conf
Analysis on Structural Vulnerability Under the Asymmetric Information.
HCC
Mingshu He, Xiaojuan Wang, Jingwen You, Zhen Wang