π A Survey on Graph Neural Networks
π Journal: IEEE Access (I.F.=3.6)
π Publish year: 2026
π§βπ»Authors: Xinyang Zhang; Shengrong Li; Haoran Li, ...
π’Universities: Nanjing University of Aeronautics and Astronautics, China - Monash University & The University of Queensland & University of Wollongong, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_neural_network #gnn
π Journal: IEEE Access (I.F.=3.6)
π Publish year: 2026
π§βπ»Authors: Xinyang Zhang; Shengrong Li; Haoran Li, ...
π’Universities: Nanjing University of Aeronautics and Astronautics, China - Monash University & The University of Queensland & University of Wollongong, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_neural_network #gnn
π1
Forwarded from Bioinformatics
π Graph Learning in Bioinformatics: A Survey of Graph Neural Network Architectures, Biological Graph Construction and Bioinformatics Applications
π Journal: Biomolecules (I.F.=4.8)
πPublish year: 2026
π§βπ»Authors: Lijia Deng, Ziyang Dong, Zhengling Yang, ...
π’University: University of Electronic Science and Technology of China, China
π Study the paper
π²Channel: @Bioinformatics
#review #gnn #graph
π Journal: Biomolecules (I.F.=4.8)
πPublish year: 2026
π§βπ»Authors: Lijia Deng, Ziyang Dong, Zhengling Yang, ...
π’University: University of Electronic Science and Technology of China, China
π Study the paper
π²Channel: @Bioinformatics
#review #gnn #graph
β€3
π Multilayer Networks in Finance: A Systematic Review
π Publish year: 2026
π§βπ»Authors: J Scattergood & T OlΓ©ron-Evans
π’University: University College London, England
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #multi_layer #finance
π Publish year: 2026
π§βπ»Authors: J Scattergood & T OlΓ©ron-Evans
π’University: University College London, England
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #multi_layer #finance
π3
π Multilayer network science: theory, methods, and applications
π Journal: Journal of Complex Networks (I.F.=1.5)
π Publish year: 2026
π§βπ»Authors: Alberto Aleta, Andreia Sofia Teixeira, Guilherme Ferraz de Arruda, ... (17 Authors)
π’University: University of Zaragoza, Spain - Northeastern University London & Northeastern University, United Kingdom & United States - Universidade de Lisboa, Portugal, University of Campinas, Brazil, Aix-Marseille University, France, Institute for Scientific Interchange (ISI), Italy
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #multilayer
π Journal: Journal of Complex Networks (I.F.=1.5)
π Publish year: 2026
π§βπ»Authors: Alberto Aleta, Andreia Sofia Teixeira, Guilherme Ferraz de Arruda, ... (17 Authors)
π’University: University of Zaragoza, Spain - Northeastern University London & Northeastern University, United Kingdom & United States - Universidade de Lisboa, Portugal, University of Campinas, Brazil, Aix-Marseille University, France, Institute for Scientific Interchange (ISI), Italy
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #multilayer
π2β€1
π A Survey of Graph-Based Frameworks (Representing Higher-Order Networks)
π₯Free Book
πPublish year: 2026
π§βπ»Authors: Takaaki Fujita and Florentin Smarandache
π’University: University of New Mexico, USA
π Study
β‘οΈChannel: @ComplexNetworkAnalysis
#book #framework #graph
π₯Free Book
πPublish year: 2026
π§βπ»Authors: Takaaki Fujita and Florentin Smarandache
π’University: University of New Mexico, USA
π Study
β‘οΈChannel: @ComplexNetworkAnalysis
#book #framework #graph
π1
πΉ Real-World Network Analysis: From Theory to Practice
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #example
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #example
YouTube
Real Network Problem Explained (Step-by-Step)
Master the fundamentals of network science on the go. This audio study guide breaks down complex concepts like graph theory, nodes, edges, and network topologies into clear, easy-to-understand segments. Perfect for Computer Science students, IT professionalsβ¦
π A Survey of Large Language Models for Data Challenges in Graphs
π Journal: Expert Systems with Applications (I.F.=7.5)
πPublish year: 2026
π§βπ»Authors: Mengran Li, Pengyu Zhang, Wenbin Xing, ...
π’University: Shenzhen Campus of Sun Yat-sen University & Changβan University, China - University of Amsterdam, Amsterdam, Netherlands - Aarhus University, Denmark
π Study the paper
π²Channel: @Bioinformatics
#review #llm
π Journal: Expert Systems with Applications (I.F.=7.5)
πPublish year: 2026
π§βπ»Authors: Mengran Li, Pengyu Zhang, Wenbin Xing, ...
π’University: Shenzhen Campus of Sun Yat-sen University & Changβan University, China - University of Amsterdam, Amsterdam, Netherlands - Aarhus University, Denmark
π Study the paper
π²Channel: @Bioinformatics
#review #llm
π2β€1
Forwarded from Bioinformatics
π Temporal network analysis in systems biology: concepts, inference, and validation
π Journal: Frontiers in Bioinformatics (I.F.=3.6)
πPublish year: 2026
π§βπ»Authors: Abir Khazaal, Fatemeh Vafaee
π’University: University of New South Wales, Sydney, Australia
π Study the paper
π²Channel: @Bioinformatics
#review #temporal #systems_biology
π Journal: Frontiers in Bioinformatics (I.F.=3.6)
πPublish year: 2026
π§βπ»Authors: Abir Khazaal, Fatemeh Vafaee
π’University: University of New South Wales, Sydney, Australia
π Study the paper
π²Channel: @Bioinformatics
#review #temporal #systems_biology
π€1
π Knowledge Graphs Meet Graph Neural Networks: A Comprehensive Survey
π Journal: Biomolecules (I.F.=4.8)
πPublish year: 2026
π§βπ»Authors: Chengcheng Sun, Jiayun Tian, Cheng Zhai, ...
π’Universities: China University of Mining and Technology, China - University of Illinois at Chicago, United States
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #knowledge_graph #gnn
π Journal: Biomolecules (I.F.=4.8)
πPublish year: 2026
π§βπ»Authors: Chengcheng Sun, Jiayun Tian, Cheng Zhai, ...
π’Universities: China University of Mining and Technology, China - University of Illinois at Chicago, United States
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #knowledge_graph #gnn
π1
π Graph Representation Learning in Complex Networks: Recent Advances and Open Challenges
π Journal: Journal of Artificial Intelligence for Automation
π Publish year: 2026
π§βπ»Authors: Yue Yang, Dongxu Li, Ziwen Cui, ...
π’University: Chinese Academy of Sciences & University of Chinese Academy of Sciences & Xinjiang Normal University, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_representation
π Journal: Journal of Artificial Intelligence for Automation
π Publish year: 2026
π§βπ»Authors: Yue Yang, Dongxu Li, Ziwen Cui, ...
π’University: Chinese Academy of Sciences & University of Chinese Academy of Sciences & Xinjiang Normal University, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_representation
π₯3
π Time-Dependent Graph Generation: A Survey
π Publish year: 2026
π§βπ»Authors: Quang Nguyen, Muhammad Farhan, Asiri Wijesinghe
π’University: The Australian National University, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_generation #time
π Publish year: 2026
π§βπ»Authors: Quang Nguyen, Muhammad Farhan, Asiri Wijesinghe
π’University: The Australian National University, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_generation #time
β€2π1π₯1
π A review on the use of complex networks in science education research
π Publish year: 2026
π§βπ»Authors: Paula TuzΒ΄on, Juan GarcΒ΄Δ±a-Castillo, and Juan FernΒ΄andez-Gracia
π’University: Universidad de Valencia, Spain
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #science #education
π Publish year: 2026
π§βπ»Authors: Paula TuzΒ΄on, Juan GarcΒ΄Δ±a-Castillo, and Juan FernΒ΄andez-Gracia
π’University: Universidad de Valencia, Spain
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #science #education
π1π₯1
π Graph Neural Networks Applications Across Domains: All Insights You Need
π Journal: arXiv preprint (not yet peer-reviewed)
π Publish year: 2026
π§βπ»Authors: Abderaouf Bahi
π’University: Chadli Bendjedid University of El Tarf, Algeria
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#GNN #GraphNeuralNetworks #Survey
π Journal: arXiv preprint (not yet peer-reviewed)
π Publish year: 2026
π§βπ»Authors: Abderaouf Bahi
π’University: Chadli Bendjedid University of El Tarf, Algeria
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#GNN #GraphNeuralNetworks #Survey
π1π1
π Introduction to Graph Neural Networks for Machine Learning Engineers
π Journal: ACM Computing Surveys (π₯I.F.=28)
π Publish year: 2026
π§βπ»Authors: James Tanis, Chris Giannella, Adrian Mariano, ...
π’Universities: The MITRE Corporation - National Cancer Institute Shady Grove Campus, United States
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_neural_network #machine_learning
π Journal: ACM Computing Surveys (π₯I.F.=28)
π Publish year: 2026
π§βπ»Authors: James Tanis, Chris Giannella, Adrian Mariano, ...
π’Universities: The MITRE Corporation - National Cancer Institute Shady Grove Campus, United States
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_neural_network #machine_learning
β€1π1