Jing Ren

RMIT University — Australia

Physics and Astronomy · Physical Sciences

16h-index777citations75works2.92yr avg
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Research Topics

Complex Network Analysis Techniques(16), Advanced Graph Neural Networks(13), Topic Modeling(9), Network Security and Intrusion Detection(8), Recommender Systems and Techniques(5)

Publications75 total

Reinforcement Learning-Guided NSGA-II Enhanced with Gray Relational Coefficient for Multi-Objective Optimization: Application to NASDAQ Portfolio Optimization
Mathematics·2026· 1 citedOpen Access
Causal Prompting for Implicit Sentiment Analysis With Large Language Models
IEEE Transactions on Computational Social Systems·2026
Personalized Federated Graph Learning for Heterogeneous Incomplete EHRs
Lecture notes in computer science·2025
LiteFat: Lightweight Spatio-Temporal Graph Learning for Real-Time Driver Fatigue Detection
2025
Research on Market Competition Strategy of Foreign-Funded Laboratory Automation Equipment Enterprises Driven by Robot Application
Journal of Business and Economic Research·2025Open Access
Data-Efficient Psychiatric Disorder Detection via Self-supervised Learning on Frequency-enhanced Brain Networks
ACM Transactions on Computing for Healthcare·2025Open Access
SpeechHGT: A Multimodal Hypergraph Transformer for Speech-Based Early Alzheimer’s Disease Detection
2025
Graph Learning
arXiv (Cornell University)·2025Open Access
BrainMAP: Multimodal Graph Learning For Efficient Brain Disease Localization
arXiv (Cornell University)·2025Open Access
EmoMeta: A Multimodal Dataset for Fine-grained Emotion Classification in Chinese Metaphors
2025· 2 citedOpen Access
HALO: Half Life-Based Outdated Fact Filtering in Temporal Knowledge Graphs
2025Open Access
Imbalanced domain adaptation Net for multi-class Electrocardiography signals classification
Biomedical Signal Processing and Control·2025· 1 cited
Interpretable machine learning for predicting properties of multi-component oxide glasses and experimental validation
Ceramics International·2025· 3 cited
DIMK-GCN: A Dynamic Interactive Multi-Channel Graph Convolutional Network Model for Intrusion Detection
Electronics·2025· 1 citedOpen Access
D-LoRa: a Distributed Parameter Adaptation Scheme for LoRa Network
arXiv (Cornell University)·2025Open Access
Graph Learning
Foundations and Trends® in Signal Processing·2025· 3 citedOpen Access
Siamese-RCNet: Defect Detection Model for Complex Textured Surfaces with Few Annotations
Electronics·2024· 3 citedOpen Access
Association of maternal blood metabolomics and gestational diabetes mellitus risk: a systematic review and meta-analysis
Reviews in Endocrine and Metabolic Disorders·2024· 7 cited
Using metabolomics and proteomics to identify the potential urine biomarkers for prediction and diagnosis of gestational diabetes
EBioMedicine·2024· 23 citedOpen Access
MTTEGDM: A Moving Target Evolutionary Game Defense Model Based on Three-Way Decisions
Electronics·2024· 1 citedOpen Access
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Frequent Co-authors

Feng Xia(25), Jiaying Liu(8), Xiangjie Kong(8), Ivan Lee(7), Mingliang Hou(6), Chunying Zhang(6), Xiangtai Chen(5), Wei Wang(4), Ahsan Shehzad(3), Shuo Yu(3), Lu Liu(3), Nargiz Sultanova(2), Yemeng Liu(2), Lei Wang(2), Bo Xu(2), Dongyu Zhang(2), Lianhua Chi(2), Jie Yu(2), Yaolin Ren(2), Yifan Wu(2)