Longzhi Yang

Northumbria University — United Kingdom

Computer Science · Physical Sciences

30h-index3.2kcitations202works1.82yr avg
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Research Topics

Network Security and Intrusion Detection(27), Fuzzy Logic and Control Systems(25), Neural Networks and Applications(19), Advanced Malware Detection Techniques(19), Human Pose and Action Recognition(17)

Publications202 total

Insider Threat Detection Using GCN and Bi-LSTM with Explicit and Implicit Graph Representations
arXiv (Cornell University)·2025Open Access
Network Intrusion Detection by Adaptive Deep Metric Learning
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2025
From Nearest-Neighbour Classification to Attention
2025
3C: Confidence-guided clustering and contrastive learning for unsupervised person re-identification
Neurocomputing·2025· 4 cited
Self-Supervised Learning for Activity Recognition Based on Datasets With Imbalanced Classes
IEEE Transactions on Emerging Topics in Computational Intelligence·2025· 3 cited
Insider Threat Detection Using GCN and Bi-LSTM with Explicit and Implicit Graph Representations
IEEE Transactions on Artificial Intelligence·2025Open Access
Ultra-Short-Term Mooring Forces Forecasting for Floating Wind Turbines With Response-Frequency-Informed Deep Learning and On-Site Data
Journal of Offshore Mechanics and Arctic Engineering·2024
Optimisation of multiple clustering based undersampling using artificial bee colony: Application to improved detection of obfuscated patterns without adversarial training
Information Sciences·2024· 1 citedOpen Access
Safe Reinforcement Learning for Power Allocation of Hybrid Energy Storage Systems in Electric Vehicles Using PPO and Predictive Safety Filter
IEEE Transactions on Transportation Electrification·2024· 8 cited
3C: Confidence-Guided Clustering and Contrastive Learning for Unsupervised Person Re-Identification
arXiv (Cornell University)·2024Open Access
Leveraging ensemble clustering for privacy-preserving data fusion: Analysis of big social-media data in tourism
Information Sciences·2024· 3 citedOpen Access
Explainable Artificial Intelligence in Generative Design for Construction
Computing in construction·2024· 4 citedOpen Access
A Preliminary Study of Viewpoints of the Learner-Earner Journey
2024
Fuzzy Rule Interpolation with A General Representation of Fuzzy Sets
2024· 2 cited
Geometric Features Enhanced Human-Object Interaction Detection
arXiv (Cornell University)·2024Open Access
Comprehensive Botnet Detection by Mitigating Adversarial Attacks, Navigating the Subtleties of Perturbation Distances and Fortifying Predictions with Conformal Layers
Information Fusion·2024· 6 citedOpen Access
Self-Organizing Type-2 Fuzzy Double Loop Recurrent Neural Network for Uncertain Nonlinear System Control
IEEE Transactions on Neural Networks and Learning Systems·2024· 11 cited
Local representation‐based neighbourhood for robust classification
Expert Systems·2024
Detect2Interact: Localizing Object Key Field in Visual Question Answering with LLMs
IEEE Intelligent Systems·2024· 2 cited
Detect2Interact: Localizing Object Key Field in Visual Question Answering (VQA) with LLMs
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Fei Chao(20), Changjing Shang(12), Qiang Shen(11), Changle Zhou(11), Chih‐Min Lin(9), Nitin Naik(8), Yanpeng Qu(6), Noe Elisa(5), Paul Jenkins(5), Dajun Zhou(4), Hubert P. H. Shum(4), Wubing Fang(4), Nick Savage(4), Xin Fu(4), Rebeen Ali Hamad(3), Wai Lok Woo(3), Bo Wei(3), Graham Sexton(3), Chih‐Min Lin(3), Zheming Zuo(3)