Xavier Bresson

7 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICLR ×2 ICML ×2 AAAI ×1 NeurIPS ×1 WWW ×1

Frequent coauthors

Xiaoxin He

×4

Thomas Laurent

×4

Bryan Hooi

×3

Michael M. Bronstein

×2

Yuxuan Liang

×2

Yann LeCun

×2

Nian Liu

×1

Francesco Di Giovanni

×1

Yutong Xia

×1

Runpeng Yu

×1

Xinchao Wang

×1

Roger Zimmermann

×1

Papers

A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition
ICML 2025 ·
Nian Liu
,
Xiaoxin He
,
Thomas Laurent
,
Francesco Di Giovanni
,
Michael M. Bronstein
, Xavier Bresson
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications
AAAI 2025 ·
Yutong Xia
,
Runpeng Yu
,
Yuxuan Liang
, Xavier Bresson,
Xinchao Wang
,
Roger Zimmermann
Feature Collapse
ICLR 2024 ·
Thomas Laurent
,
James von Brecht
, Xavier Bresson
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
NeurIPS 2024 ·
Xiaoxin He
,
Yijun Tian
,
Yifei Sun
,
Nitesh V. Chawla
,
Thomas Laurent
,
Yann LeCun
, Xavier Bresson,
Bryan Hooi
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning
ICLR 2024 ·
Xiaoxin He
, Xavier Bresson,
Thomas Laurent
,
Adam Perold
,
Yann LeCun
,
Bryan Hooi
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
ICML 2024 ·
Yuchen Zhang
,
Tianle Zhang
,
Kai Wang
,
Ziyao Guo
,
Yuxuan Liang
, Xavier Bresson,
Wei Jin
,
Yang You
The 1st International Workshop on Graph Foundation Models (GFM)
WWW 2024 ·
Haitao Mao
,
Jianan Zhao
,
Xiaoxin He
,
Zhikai Chen
,
Qian Huang
,
Zhaocheng Zhu
,
Jian Tang
,
Michael M. Bronstein
, Xavier Bresson,
Bryan Hooi
,
Haiyang Zhang
,
Xianfeng Tang
,
Luo Chen
,
Jiliang Tang