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Xavier Bresson

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G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering

Feb 12, 2024
Xiaoxin He, Yijun Tian, Yifei Sun, Nitesh V. Chawla, Thomas Laurent, Yann LeCun, Xavier Bresson, Bryan Hooi

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Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching

Feb 07, 2024
Yuchen Zhang, Tianle Zhang, Kai Wang, Ziyao Guo, Yuxuan Liang, Xavier Bresson, Wei Jin, Yang You

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Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification

Jan 22, 2024
Yutong Xia, Runpeng Yu, Yuxuan Liang, Xavier Bresson, Xinchao Wang, Roger Zimmermann

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Graph Transformers for Large Graphs

Dec 18, 2023
Vijay Prakash Dwivedi, Yozen Liu, Anh Tuan Luu, Xavier Bresson, Neil Shah, Tong Zhao

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Explanations as Features: LLM-Based Features for Text-Attributed Graphs

May 31, 2023
Xiaoxin He, Xavier Bresson, Thomas Laurent, Bryan Hooi

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Feature Collapse

May 25, 2023
Thomas Laurent, James H. von Brecht, Xavier Bresson

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A Generalization of ViT/MLP-Mixer to Graphs

Dec 27, 2022
Xiaoxin He, Bryan Hooi, Thomas Laurent, Adam Perold, Yann LeCun, Xavier Bresson

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Semantic Role Aware Correlation Transformer for Text to Video Retrieval

Jun 26, 2022
Burak Satar, Hongyuan Zhu, Xavier Bresson, Joo Hwee Lim

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Learning to Untangle Genome Assembly with Graph Convolutional Networks

Jun 01, 2022
Lovro Vrček, Xavier Bresson, Thomas Laurent, Martin Schmitz, Mile Šikić

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A Model of One-Shot Generalization

May 29, 2022
Thomas Laurent, James H. von Brecht, Xavier Bresson

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