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Costas Mavromatis's Projects

dragon icon dragon

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

gnn-rag icon gnn-rag

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

grad icon grad

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

graph-infoclust-gic icon graph-infoclust-gic

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

hemi icon hemi

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

packllm icon packllm

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

rearev_kgqa icon rearev_kgqa

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

tempoqr icon tempoqr

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

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