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📚 Graph Learning
💥Booklet
🗓Publish year: 2025
🧑💻Authors: Feng Xia, Ciyuan Peng, Jing Ren, ...
🏢Universities: Federation University Australia & RMIT Universit, Australia - Jilin University & Dalian University of Technology, China
🌐 Study
⚡️Channel: @ComplexNetworkAnalysis
#book #booklet #graph #learning
📑 Critical Nodes Identification in Complex Networks: A Survey
🗓 Publish year: 2025
🧑💻Authors: Duxin Chen, Jiawen Chen, Xiaoyu Zhang,...
🏢University: Southeast University & University of Science and Technology of China, China
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#reviw #critical_node
📄In-depth survey: deep learning in recommender systems—exploring prediction and ranking models, datasets, feature analysis, and emerging trends
📘 Journal: Neural Computing and Applications
🗓 Publish year: 2025
🧑💻Authors: Shivangi Gheewala, Shuxiang Xu & Soonja Yeom
🏢University: University of Tasmania - Launceston Campus, Australia
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_system #deep_learning
🎥 The Fascinating World of Network Science
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #basics
Repost from Bioinformatics
📃 Graph Neural Networks in Multi-Omics Cancer Research: A Structured Survey
🗓Publish year: 2025
🧑💻Authors: Payam Zohari & Mostafa Haghir Chehreghani
🏢University: Amirkabir University of Technology (Tehran Polytechnic), Iran
📎 Study the paper
📲Channel: @Bioinformatics
#review #cancer #multi_omics #gnn
+1
📄 Community Detection Methods Based on Exploiting Attributes and Interactions on Social Networks: A Survey and Future Directions
📗 Journal: Vietnam Journal of Computer Science (I.F.=1.1)
🗓 Publish year: 2025
🧑💻Authors: Hai Bang Truong, Mirjana Ivanovic, and Van Cuong Tran
🏢Universities: University of Information Technology & Quang Binh University, Vietnam - University of Novi Sad, Serbia
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #community_detection
📃 State of the Art of Graph Visualization in non-Euclidean Spaces
📕 Journal: Computer Graphics Forum (I.F.=2.9)
🗓 Publish year: 2025
🧑💻Authors: Jacob Miller, Dhruv Bhatia and Stephen Kobourov
🏢Universities: University of Arizona, Tucson, USA
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #visualization #non_Euclidean
🎥 Graph Classification: Step-by-step in action
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #classification #graph
+1
📄 A survey on information diffusion and competitive influence maximization in social networks
📔 Journal: Social Network Analysis and Mining (I.F.=2.8)
🗓 Publish year: 2025
🧑💻Authors: Shano Solanki, Mukesh Kumar & Rakesh Kumar
🏢Universities: Panjab University & Central University of Haryana & NITTTR , India
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⚡️Channel: @ComplexNetworkAnalysis
#review #diffusion #influence_maximization
A Comprehensive Survey on Node Classification Methods, Applications, and Challenges: From Traditional Approaches to
Graph Neural Network and Beyond
🗓 Publish year: 2025
🧑💻Authors: Aman Singh, Shahid Shafi Dar, Shubhi Bansal,...
🏢University: Indian Institute of Technology (IIT), India
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⚡️Channel: @ComplexNetworkAnalysis
#review #node #classification
+1
📃 A Survey of Link Prediction in N-ary Knowledge Graphs
🗓 Publish year: 2025
🧑💻Authors: Jiyao Wei, Saiping Guan, Da Li,...
🏢University: University of Chinese Academy of Sciences, China
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⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #n_ary #knowledge_graph
Repost from Bioinformatics
+3
📄 Web-based graphical user interface for visualizing and analyzing chemical reaction networks
📘Journal: Reaction Chemistry & Engineering (I.F.=3.4)
🗓Publish year: 2025
🧑💻Authors: Akihiro Honda, Mikael Kuwahara, Yoshiki Hasukawa, ...
🏢Universities: Hokkaido University, Japan
📎 Study the paper
📦 Code
📲Channel: @Bioinformatics
#tool #web #visualiztion #chemical
Repost from Bioinformatics
+2
📑 Graph Neural Networks in Modern AI-aided Drug Discovery
🗓Publish year: 2025
🧑💻Authors: Odin Zhang, Haitao Lin, Xujun Zhang, ...
🏢Universities: Zhejiang University, Hangzhou & Westlake University, China - Harvard University, USA
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📲Channel: @Bioinformatics
#review #drug #ai #gnn #graph_neural_network
📄 Network controllability of structured networks: a survey on graph-theoretical approaches
📘Journal: Taylor & Francis (I.F.=4)
🗓Publish year: 2024
🧑💻Authors: Nam-Jin Park, Hyo-Sung Ahn
🏢Universities: Gwangju Institute of Science and Technology
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📲Channel: @ComplexNetworkAnalysis
#survey #controllability #graph_theoretical
Repost from Bioinformatics
+3
📄 Web-based graphical user interface for visualizing and analyzing chemical reaction networks
📘Journal: Reaction Chemistry & Engineering (I.F.=3.4)
🗓Publish year: 2025
🧑💻Authors: Akihiro Honda, Mikael Kuwahara, Yoshiki Hasukawa, ...
🏢Universities: Hokkaido University, Japan
📎 Study the paper
📦 Code
📲Channel: @Bioinformatics
#tool #web #visualiztion #chemical
📃 A Survey onthe Application of Reinforcement Learning in Recommendation Systems
🗓 Publish year: 2025
🧑💻Author: Siddhanth Darshan Jain Gouder Nagpal
🏢University: Portland State University, USA
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_system #reinforcement
