π A Survey of Large Language Models for Graphs
π Publish year: 2024
π§βπ»Authors: Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh Chawla, Chao Huang
π’University: University of Hong Kong
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π Publish year: 2024
π§βπ»Authors: Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh Chawla, Chao Huang
π’University: University of Hong Kong
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π Demystifying the Power of Large Language Models in Graph Structure Generation
π Publish year: 2025
π§βπ»Author: Yu Wang, Ryan Rossi, Namyong Park, ...
π’University: University of Oregon, Adobe Research, Cisco AI Research, University of Michigan, USA
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#chatgpt #llm #graph_generation
π Publish year: 2025
π§βπ»Author: Yu Wang, Ryan Rossi, Namyong Park, ...
π’University: University of Oregon, Adobe Research, Cisco AI Research, University of Michigan, USA
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π1
π Graph Foundation Models: A Comprehensive Survey
π Publish year: 2025
π§βπ»Authors: Zehong Wang, Zheyuan Liu, Tianyi Ma, ...
π’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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π¦ GitHub Resources
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π Publish year: 2025
π§βπ»Authors: Zehong Wang, Zheyuan Liu, Tianyi Ma, ...
π’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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πTrustworthy GNNs with LLMs: A Systematic Review and Taxonomy
π Publish year: 2025
π§βπ»Authors: Ruizhan Xue, Huimin Deng, Fang He, Maojun Wang, Zeyu Zhang
π’University: Huazhong Agricultural University
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π±Channel: @ComplexNetworkAnalysis
#paper #Trustworthy #GNN #LLM #Taxonomy #Review
π Publish year: 2025
π§βπ»Authors: Ruizhan Xue, Huimin Deng, Fang He, Maojun Wang, Zeyu Zhang
π’University: Huazhong Agricultural University
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π±Channel: @ComplexNetworkAnalysis
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π3
π Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications
π Publish year: 2025
π§βπ»Author: Guangxin Su, Hanchen Wang, Jianwei Wang, ...
π’University: The University of New South Wales - The University of Technology Sydney, Australia & Duke University, USA
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π Publish year: 2025
π§βπ»Author: Guangxin Su, Hanchen Wang, Jianwei Wang, ...
π’University: The University of New South Wales - The University of Technology Sydney, Australia & Duke University, USA
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π LLMs for Social Network Analysis: Mapping Relationships from Unstructured Survey Response
π Journal: Applied Sciences (I.F.=2.5)
πPublish year: 2026
π§βπ»Authors: Ana MeΕ‘troviΔ, Slobodan Beliga, Dino Pitoski
π’University: University of Rijeka, Croatia
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π Journal: Applied Sciences (I.F.=2.5)
πPublish year: 2026
π§βπ»Authors: Ana MeΕ‘troviΔ, Slobodan Beliga, Dino Pitoski
π’University: University of Rijeka, Croatia
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π LLM-empowered knowledge graph construction: A survey
πPublish year: 2025
π§βπ»Authors: Haonan Bian
π’University: Xidian University, China
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β‘οΈChannel: @ComplexNetworkAnalysis
#review #llm #knowledge_graph
πPublish year: 2025
π§βπ»Authors: Haonan Bian
π’University: Xidian University, China
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β‘οΈChannel: @ComplexNetworkAnalysis
#review #llm #knowledge_graph
π1