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Xavier Bresson

Advancing Graph Convolutional Networks via General Spectral Wavelets

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May 22, 2024
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G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering

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Feb 12, 2024
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Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching

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Feb 07, 2024
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Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification

Jan 22, 2024
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Graph Transformers for Large Graphs

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Dec 18, 2023
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Explanations as Features: LLM-Based Features for Text-Attributed Graphs

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May 31, 2023
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Feature Collapse

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May 25, 2023
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A Generalization of ViT/MLP-Mixer to Graphs

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Dec 27, 2022
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Semantic Role Aware Correlation Transformer for Text to Video Retrieval

Jun 26, 2022
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Learning to Untangle Genome Assembly with Graph Convolutional Networks

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Jun 01, 2022
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