Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression | Paper Citation Record

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This paper cites A survey of large language models for graphs.

Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression A survey of large language models for graphs

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This paper cites Large language models on graphs: A comprehensive survey.IEEE Transactions on Knowledge and Data Engineering, 36(12):8622–8642, 2024.

Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Large language models on graphs: A comprehensive survey.IEEE Transactions on Knowledge and Data Engineering, 36(12):8622–8642, 2024

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Graphgpt: Graph instruction tuning for large language models

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Language is all a graph needs

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression When do LLMs help with node classification? a comprehensive analysis

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Llaga: Large language and graph assistant

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This paper cites Beyond the limits: a survey of techniques to extend the context length in large language models.

Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Beyond the limits: a survey of techniques to extend the context length in large language models

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Are Large Language Models In-Context Graph Learners?

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This paper cites Exploring the potential of large language models (llms)in learning on graphs.

Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Exploring the potential of large language models (llms)in learning on graphs

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Talk like a graph: Encoding graphs for large language models

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Graph condensation for graph neural networks

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Condensing graphs via one-step gradient matching

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Structural information and dynamical complexity of networks.IEEE Transactions on Information Theory, 62(6):3290–3339, 2016

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Graph out-of-distribution generalization based on structural-entropy-guided information bottleneck.ACM Transactions on Knowledge Discovery from Data, 20(1):1–34, 2025

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Structural entropy guided unsupervised graph out-of-distribution detection

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Incremental measurement of structural entropy for dynamic graphs.Artificial Intelligence, 334:104175, 2024

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Unresolved cited work

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Se-gsl: A general and effective graph structure learning framework through structural entropy optimization

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Sega: Structural entropy guided anchor view for graph contrastive learning

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression A simple yet effective method for graph classification

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Structural entropy guided graph hierarchical pooling

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Unresolved cited work

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Resistance maximization principle for defending networks against virus attack.Physica A: Statistical Mechanics and its Applications, 466:211–223, 2017

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Achieving graph clustering privacy preservation based on structure entropy in social iot.IEEE Internet of Things Journal, 9(4):2761–2777, 2022

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Unresolved cited work

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Unresolved cited work

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Sebot: Structural entropy guided multi-view contrastive learning for social bot detection

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Valence-based homophily on twitter: Network analysis of emotions and political talk in the 2012 presidential election.New media & society, 18(7):1382–1400, 2016

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Bert: Pre-training of deep bidirectional transformers for language understanding

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Open graph benchmark: datasets for machine learning on graphs

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Harnessing explanations: LLM-to-LM interpreter for enhanced text-attributed graph representation learning

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Can gnn be good adapter for llms? InProceedings of the ACM Web Conference 2024, WWW-24, page 893–904, 2024

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Cohen, and Ruslan Salakhutdinov

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Taglas: An atlas of text-attributed graph datasets in the era of large graph and language models, 2024

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Kipf and Max Welling

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Graph attention networks

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression How powerful are graph neural networks? In International Conference on Learning Representations, ICLR-19, 2019

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Inductive representation learning on large graphs.Proceedings of the 31st International Conference on Neural Information Processing Systems, NeurIPS-17, 30, 2017

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Degree-based stratification of nodes in graph neural networks

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Graph-skeleton:˜ 1% nodes are sufficient to represent billion-scale graph

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression The Llama 3 Herd of Models

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Judging llm-as-a-judge with mt-bench and chatbot arena

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Multi-scale heterogeneous text-attributed graph datasets from diverse domains

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression A survey of structural entropy: Theory, methods, and applications

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Item recommendation on monotonic behavior chains

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Oag-bench: a human-curated benchmark for academic graph mining

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Moleculenet: a benchmark for molecular machine learning.Chemical science, 9(2):513–530, 2018

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Graph coarsening via convolution matching for scalable graph neural network training

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Featured graph coarsening with similarity guarantees

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Ugc: universal graph coarsening

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Quantifying node importance over network structural stability

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Unresolved cited work

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Answer: Box 5The Aggregation prompt template for Molecule Property Prediction Datasets

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression Unresolved cited work

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Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression is similar to

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