cmavro

Costas Mavromatis's repositories

GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning

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[PAKDD 2021] Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning

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[AAAI 2022] TempoQR: Temporal Question Reasoning over Knowledge Graphs

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List of unsupervised (self-supervised) graph neural network (GNN) methods.

[ECML-PKDD 2023] Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs

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[EMNLP Findings 2022] ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs

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Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization

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[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining

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[ICASSP 2023] HeMI: Global and Nodal Mutual Information Maximization in Heterogeneous Graphs

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Academic personal page.

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HDGI code

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