Xavier Bresson
National University of Singapore
H-index: 46
Asia-Singapore
Top articles of Xavier Bresson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching | arXiv preprint arXiv:2402.05011 | Yuchen Zhang Tianle Zhang Kai Wang Ziyao Guo Yuxuan Liang | 2024/2/7 |
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification | arXiv preprint arXiv:2401.09953 | Yutong Xia Runpeng Yu Yuxuan Liang Xavier Bresson Xinchao Wang | 2024/1/18 |
Geometric deep learning framework for de novo genome assembly | bioRxiv | Lovro Vrček Xavier Bresson Thomas Laurent Martin Schmitz Kenji Kawaguchi | 2024 |
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering | arXiv preprint arXiv:2402.07630 | Xiaoxin He Yijun Tian Yifei Sun Nitesh V Chawla Thomas Laurent | 2024/2/12 |
Feature Collapse | arXiv preprint arXiv:2305.16162 | Thomas Laurent James H von Brecht Xavier Bresson | 2023/5/25 |
Reconstruction of short genomic sequences with graph convolutional networks | Lovro Vrćek Xavier Bresson Thomas Laurent Martin Schmitz Mile Šikić | 2023/5/22 | |
Graph Transformers for Large Graphs | arXiv preprint arXiv:2312.11109 | Vijay Prakash Dwivedi Yozen Liu Anh Tuan Luu Xavier Bresson Neil Shah | 2023/12/18 |
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning | Xiaoxin He Xavier Bresson Thomas Laurent Adam Perold Yann LeCun | 2023/10/13 | |
Combining reinforcement learning and optimal transport for the traveling salesman problem | arXiv preprint arXiv:2203.00903 | Yong Liang Goh Wee Sun Lee Xavier Bresson Thomas Laurent Nicholas Lim | 2022/3/2 |
A Generalization of ViT/MLP-Mixer to Graphs | Xiaoxin He Bryan Hooi Thomas Laurent Adam Perold Yann LeCun | 2023/7/3 | |
Learning to untangle genome assembly with graph convolutional networks | arXiv preprint arXiv:2206.00668 | Lovro Vrček Xavier Bresson Thomas Laurent Martin Schmitz Mile Šikić | 2022/6/1 |
Long-Tailed Learning Requires Feature Learning | Thomas Laurent James von Brecht Xavier Bresson | 2022/9/29 | |
The transformer network for the traveling salesman problem | arXiv preprint arXiv:2103.03012 | Xavier Bresson Thomas Laurent | 2021/3/4 |
Graph neural networks with learnable structural and positional representations | Tenth International Conference on Learning Representations (ICLR) | Vijay Prakash Dwivedi Anh Tuan Luu Thomas Laurent Yoshua Bengio Xavier Bresson | 2022/4 |
Genome Sequence Reconstruction Using Gated Graph Convolutional Network | Lovro Vrček Robert Vaser Thomas Laurent Mile Sikic Xavier Bresson | 2021/10/6 | |
Semantic role aware correlation transformer for text to video retrieval | Burak Satar Zhu Hongyuan Xavier Bresson Joo Hwee Lim | 2021/9/19 | |
Multigraph transformer for free-hand sketch recognition | TNNLS, IEEE Transactions on Neural Networks and Learning Systems | Peng Xu Chaitanya K Joshi Xavier Bresson | 2021/4/7 |
An experimental study of the transferability of spectral graph networks | arXiv preprint arXiv:2012.10258 | Axel Nilsson Xavier Bresson | 2020/12/18 |
A generalization of transformer networks to graphs | AAAI Workshop on Deep Learning on Graphs: Methods and Applications | Vijay Prakash Dwivedi Xavier Bresson | 2021/2/8 |
Benchmarking graph neural networks | Journal of Machine Learning Research | Vijay Prakash Dwivedi Chaitanya K Joshi Anh Tuan Luu Thomas Laurent Yoshua Bengio | 2023 |
Co-Authors
