Junjie Huang

National University of Defense Technology — China

Computer Science · Physical Sciences

25h-index2.9kcitations166works3.52yr avg
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Research Topics

Advanced Image Processing Techniques(20), Image and Signal Denoising Methods(18), Video Surveillance and Tracking Methods(16), Image Processing Techniques and Applications(16), Topic Modeling(15)

Publications166 total

Calibrating the GAMIL3-1° climate model using a derivative-free optimization method
Geoscientific model development·2025Open Access
MM4flow: A Pre-trained Multi-modal Model for Versatile Network Traffic Analysis
2025
Correction: Healthcare quality evaluation of tertiary public hospitals in ethnic border regions under China's performance assessment system—based on the entropy weight TOPSIS method and RSR fuzzy set
Frontiers in Public Health·2025Open Access
Enhancing Kernel Power K-means: Scalable and Robust Clustering with Random Fourier Features and Possibilistic Method
arXiv (Cornell University)·2025Open Access
VSumMamba: Mamba Empowered Efficient Video Summarization with Multi-Scale Spatial-Temporal Modeling
2025· 1 cited
Agentic-KGR: Co-evolutionary Knowledge Graph Construction through Multi-Agent Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Healthcare quality evaluation of tertiary public hospitals in ethnic border regions under China’s performance assessment system—based on the entropy weight TOPSIS method and RSR fuzzy set
Frontiers in Public Health·2025Open Access
Contrastive and Dual Adversarial Representation Learning for Multi-View Clustering
IEEE Transactions on Knowledge and Data Engineering·2025· 1 cited
PowerStrand-YOLO: A High-Voltage Transmission Conductor Defect Detection Method for UAV Aerial Imagery
Mathematics·2025· 2 citedOpen Access
LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment
2025
Benchmarking Vision Language Models with Hierarchical Tasks on Remote Sensing Ship Images
2025
DDIRNet: Robust Radar Emitter Recognition via Single Domain Generalization
Journal of Systems Engineering and Electronics·2025Open Access
A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection Removal
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 9 cited
A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection Removal
ArXiv.org·2025Open Access
unFlowS: An Unsupervised Construction Scheme of Flow Spectrum for Network Traffic Detection
IEEE Transactions on Information Forensics and Security·2025· 4 cited
TempParaphraser: “Heating Up” Text to Evade AI-Text Detection through Paraphrasing
2025Open Access
Adaptive Label Granularity Selection for Remote Sensing Targets: Balancing Accuracy and Specificity
IEEE Transactions on Geoscience and Remote Sensing·2025
Robustness Matters: Pre-Training Can Enhance the Performance of Encrypted Traffic Analysis
IEEE Transactions on Information Forensics and Security·2025
SPA: A poisoning attack framework for graph neural networks through searching and pairing
Machine Learning·2025Open Access
Multi-View Clustering via Multi-Stage Fusion
IEEE Transactions on Multimedia·2025· 13 cited
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Frequent Co-authors

Zheng Zhu(9), Pier Luigi Dragotti(8), Guan Huang(5), Xueqi Cheng(5), Dalong Du(5), Jiagang Zhu(5), Wan-Chi Siu(4), Tianrui Liu(4), Daxin Jiang(3), Duyu Tang(3), Linjun Shou(3), Ming Gong(3), Nan Duan(3), Huawei Shen(3), Liang Hou(3), Tania Stathaki(3), Fang Fang(3), Jinsong Guo(3), Wei Zou(3), Shuai Lu(2)