Kun Xie - Publications, H-index & Citations

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谢鲲 (Kun Xie)

hunan university

33H-index

204Paper Count

3.8KCitation Count

Published Papers 79

Publication Date

MLOTD: Meta-Learning and Adaptive-Rank Online Tucker Decomposition for Multi-Aspect Streaming Network Anomaly Detection

IEEE-ACM Transactions on Networking

IF3.6

2026-07-21

PREAI

Wei Lin; Kun Xie; Li Xu; Xiaocan Li; Jigang Wen; Gaogang Xie

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Graph-Based Contrastive Learning and Clustering for Open-World Encrypted Traffic Classification

IEEE Transactions on Information Forensics and Security

IF8

2026-06-18

PREAI

Jigang Wen; Xiyu Zhang; Kun Xie; Yuxiang Zeng; Kun Huang; Yudian Ouyang; Wei Liang

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ModelFreeUP: Attacking Sparse Network Monitoring via Model-Free Universal Adversarial Perturbation

IEEE Transactions on Networking

IF0

2026-02-03

PREAI

Ruotian Xie; Kun Xie; Jiazheng Tian; Jing Wang; Jigang Wen; Yang Xu; Guangxing Zhang; Wei Liang; Gaogang Xie

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Beyond Compression: A Novel Perspective to Maximize the Model’s Accuracy Through Pruning

IEEE Network

IF6.3

2025-12-25

PREAI

Xiaocan Li; Yuhan Liu; Kun Xie; Jigang Wen; Yuxiang Chen; Wei Liang; Gaogang Xie

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Multivariate Time Series Anomaly Detection Using Learnable Spatial-Temporal Graph Ordinary Differential Equations Network

IEEE Transactions on Dependable and Secure Computing

IF7.5

2025-12-04

PREAI

Shiming He; Qingqing Guo; Keyao Feng; Diqing Liang; Kun Xie; Pradip Kumar Sharma

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AFFS: Adaptive Fast Frequency Selection Algorithm for Deep Learning Feature Extraction

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-12-02

PREAI

Xiaocan Li; Kun Xie; Zilong He; Jigang Wen; Jiannong Cao; Guangxing Zhang; Gaogang Xie; Wei Liang

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Matrix Reshaping for Reduced Sensing Cost and Improved Data Inference in Sparse Mobile Sensing Environments

IEEE Transactions on Mobile Computing

IF9.2

2025-11-13

PREAI

Jiazheng Tian; Kun Xie; Jigang Wen; Dafang Zhang; Guangxing Zhang; Xiaoxiao Liu; Gaogang Xie

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Unsupervised Multi-Target Cross-Service Log Anomaly Detection

IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING

IF3.9

2025-09-01

PREAI

He, Shiming; Liu, Rui; Chen, Bowen; Xie, Kun; Wen, Jigang

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Neural Network Compression Based on Tensor Ring Decomposition

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-03-01

PREAI

Xie, Kun; Liu, Can; Wang, Xin; Li, Xiaocan; Xie, Gaogang; Wen, Jigang; Li, Kenli

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Reducing Network Distance Measurement Overhead: A Tensor Completion Solution With a New Minimum Sampling Bound

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2025-02-01

PREAI

Tian, Jiazheng; Xie, Kun; Wang, Xin; Wen, Jigang; Xie, Gaogang; Cao, Jiannong; Liang, Wei; Li, Kenli

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Enhanced Tube-Based Sampling for Accurate Network Distance Measurement with Minimal Sampling Scheduling Overhead

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2025-01-01

PREAI

Tian, Jiazheng; Wang, Cheng; Xie, Kun; Wen, Jigang; Xie, Gaogang; Li, Kenli; Liang, Wei

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Multivariate Time Series Anomaly Detection Based on Multiple Spatiotemporal Graph Convolution

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2025-01-01

PREAI

He, Shiming; Guo, Qingqing; Li, Genxin; Xie, Kun; Sharma, Pradip Kumar

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PetTC: Pairwise Joint Embedding Based Contrastive Tensor Completion for Network Traffic Monitoring Services

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2025-01-01

PREAI

Wang, Haoxuan; Xie, Kun; Wen, Jigang; Zhang, Guangxing; Liang, Wei; Xie, Gaogang; Li, Kenli

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FedGCN: A Federated Graph Convolutional Network for Privacy-Preserving Traffic Prediction

ieee transactions on cloud computing

IF3.9

2024-11-01

PREAI

Hu, Na; Liang, Wei; Zhang, Dafang; Xie, Kun; Li, Kuanching; Zomaya, Albert Y.

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GDI: A Novel IoT Device Identification Framework via Graph Neural Network-Based Tensor Completion

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-11-01

PREAI

Wang, Haoxuan; Xie, Kun; Wang, Xin; Wen, Jigang; Xie, Ruotian; Diao, Zulong; Liang, Wei; Xie, Gaogang; Cao, Jiannong

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GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-11-01

PREAI

Yin, Yansong; Xie, Kun; He, Shiming; Li, Yanbiao; Wen, Jigang; Diao, Zulong; Zhang, Dafang; Xie, Gaogang

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Biomarkers and pathways in autism spectrum disorder: An individual meta-analysis based on proteomic and metabolomic data

EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE

IF3.7

2024-10-03

PREAI

Xie, Kun; Sun, Yi; Li, Xue; Yang, Shuo; Wang, Menghe; Zhang, Yi; Wang, Qi; Wu, Kunpeng; Kong, Di; Guo, Tingting; Luo, Xiangyang; Chen, Wen

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Per-Packet Traffic Measurement in Storage, Computation and Bandwidth Limited Data Plane

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2024-10-01

PREAI

Cong, Yinchuan; Xie, Kun; Wen, Jigang; Zhang, Jiwei; Yin, Yansong; Zhang, Qingyi; Xie, Gaogang; Liang, Wei

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Bilinear Perceptual Fusion Algorithm Based on Brain Functional and Structural Data for ASD Diagnosis and Regions of Interest Identification

INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES

IF3.9

2024-09-10

PREAI

Fang, Jinxiong; Zhang, Da-fang; Xie, Kun; Xu, Luyun; Bi, Xia-an

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M2STL: Multi-Range Multi-Level Spatial-Temporal Learning Model for Network Traffic Prediction

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2024-09-01

PREAI

Xie, Ruotian; Wen, Jigang; Chen, Xiaodi; Xie, Kun; Liang, Wei; Xiong, Naixue; Zhang, Dafang; Xie, Gaogang; Li, Kenli

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Research Directions