Network Analysis Resources & Updates
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📃 A Survey of Large Language Models for Graphs

🗓 Publish year: 2024

🧑‍💻Authors: Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh Chawla, Chao Huang
🏢University: University of Hong Kong

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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #LLM
📑 Demystifying the Power of Large Language Models in Graph Structure Generation

🗓
Publish year: 2025

🧑‍💻Author: Yu Wang, Ryan Rossi, Namyong Park, ...
🏢University: University of Oregon, Adobe Research, Cisco AI Research, University of Michigan, USA

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⚡️Channel: @ComplexNetworkAnalysis
#chatgpt #llm #graph_generation
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📄 Graph Foundation Models: A Comprehensive Survey

🗓 Publish year: 2025

🧑‍💻Authors: Zehong Wang, Zheyuan Liu, Tianyi Ma, ...
🏢Universities: University of Notre Dame, University of Connecticut, University of Virginia,
University of Illinois Urbana-Champaign, USA - University of Cambridge, England

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📦 GitHub Resources

⚡️Channel: @ComplexNetworkAnalysis
#review #Graph_Foundation_Models #llm