Xavier Bresson
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
14
Active years
2002–2025
Best venue rank
A*
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications. | Yutong Xia, Runpeng Yu, Yuxuan Liang, Xavier Bresson, Xinchao Wang, Roger Zimmermann |
| 2025 | ICML | A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition. | Nian Liu, Xiaoxin He, Thomas Laurent, Francesco Di Giovanni, Michael M. Bronstein, Xavier Bresson |
| 2024 | ICLR | Feature Collapse. | Thomas Laurent, James von Brecht, Xavier Bresson |
| 2024 | ICLR | Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning. | Xiaoxin He, Xavier Bresson, Thomas Laurent, Adam Perold, Yann LeCun, Bryan Hooi |
| 2024 | ICML | Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching. | Yuchen Zhang, Tianle Zhang, Kai Wang, Ziyao Guo, Yuxuan Liang, Xavier Bresson, Wei Jin, Yang You |
| 2024 | WWW | The 1st International Workshop on Graph Foundation Models (GFM). | 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 |
| 2023 | ICLR | Long-Tailed Learning Requires Feature Learning. | Thomas Laurent, James von Brecht, Xavier Bresson |
| 2023 | ICML | A Generalization of ViT/MLP-Mixer to Graphs. | Xiaoxin He, Bryan Hooi, Thomas Laurent, Adam Perold, Yann LeCun, Xavier Bresson |
| 2022 | ICLR | Graph Neural Networks with Learnable Structural and Positional Representations. | Vijay Prakash Dwivedi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson |
| 2021 | ICIP | Semantic Role Aware Correlation Transformer For Text To Video Retrieval. | Burak Satar, Hongyuan Zhu, Xavier Bresson, Joo Hwee Lim |
| 2018 | CW | An Experimental Comparison of Text Classification Techniques. | Suyash Lakhotia, Xavier Bresson |
| 2018 | ICASSP | Deep Geometric Matrix Completion: A New Way for Recommender Systems. | Federico Monti, Michael M. Bronstein, Xavier Bresson |
| 2018 | ICLR | An Experimental Study of Neural Networks for Variable Graphs. | Xavier Bresson, Thomas Laurent |
| 2018 | ICONIP | Structured Sequence Modeling with Graph Convolutional Recurrent Networks. | Youngjoo Seo, Michal Defferrard, Pierre Vandergheynst, Xavier Bresson |
| 2016 | ICASSP | Song recommendation with non-negative matrix factorization and graph total variation. | Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst |
| 2015 | CVPR | Functional correspondence by matrix completion. | Artiom Kovnatsky, Michael M. Bronstein, Xavier Bresson, Pierre Vandergheynst |
| 2015 | ICCV | Robust Principal Component Analysis on Graphs. | Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst |
| 2014 | MICCAI | Efficient Total Variation Algorithm for Fetal Brain MRI Reconstruction. | Sbastien Tourbier, Xavier Bresson, Patric Hagmann, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra |
| 2011 | ICIP | Harmonic active contours for multichannel image segmentation. | Virginia Estellers, Dominique Zosso, Xavier Bresson, Jean-Philippe Thiran |
| 2011 | ISMM | Surface Reconstruction Using Power Watershed. | Camille Couprie, Xavier Bresson, Laurent Najman, Hugues Talbot, Leo J. Grady |
| 2010 | ICML | Total Variation, Cheeger Cuts. | Arthur Szlam, Xavier Bresson |
| 2010 | ISVC | Segmentation for Hyperspectral Images with Priors. | Jian Ye, Todd Wittman, Xavier Bresson, Stanley J. Osher |
| 2008 | CVPR | Fast texture segmentation model based on the shape operator and active contour. | Nawal Houhou, Jean-Philippe Thiran, Xavier Bresson |
| 2008 | MICCAI | An Active Contour-Based Atlas Registration Model Applied to Automatic Subthalamic Nucleus Targeting on MRI: Method and Validation. | Valerie Duay, Xavier Bresson, Francisco Javier Snchez Castro, Claudio Pollo, Meritxell Bach Cuadra, Jean-Philippe Thiran |
| 2007 | ICIP | Active Contours Based on Chambolle's Mean Curvature Motion. | Xavier Bresson, Tony F. Chan |
| 2006 | ICIP | Image Segmentation Model using Active Contour and Image Decomposition. | Xavier Bresson, Jean-Philippe Thiran |
| 2003 | ICIP | A priori information in image segmentation: energy functional based on shape statistical model and image information. | Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran |
| 2002 | ICPR | Geometric Moments in Scale-Spaces. | Xavier Bresson, Pierre Vandergheynst, Jean-Philippe Thiran |