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Giannis Nikolentzos

Graph Linearization Methods for Reasoning on Graphs with Large Language Models

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Oct 25, 2024
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Graph Reasoning with Large Language Models via Pseudo-code Prompting

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Sep 26, 2024
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Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings

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Sep 16, 2024
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KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning

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Jun 26, 2024
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Neural Graph Generator: Feature-Conditioned Graph Generation using Latent Diffusion Models

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Mar 03, 2024
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Graph Neural Machine: A New Model for Learning with Tabular Data

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Feb 05, 2024
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Time-Parameterized Convolutional Neural Networks for Irregularly Sampled Time Series

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Aug 09, 2023
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Supervised Attention Using Homophily in Graph Neural Networks

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Jul 15, 2023
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Path Neural Networks: Expressive and Accurate Graph Neural Networks

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Jun 09, 2023
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What Do GNNs Actually Learn? Towards Understanding their Representations

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Apr 21, 2023
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