Xavier Bresson
18 papers · 2012–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (13) 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)
🌈
Renaissance Researcher
(8)
🐝
Cross-Pollinator
(12)
🌍
Conference Polyglot
(7)
🌟
Keyword Trendsetter Combo
(4)
📛
The Namer
🌱
Topic Pioneer
🤝
Dynamic Duo
(12)
👑
Triple Crown
🏆
Keyword Champion
🏆
Grand Slam
📈
Trend Setter
🗃️
Keyword Collector
(80)
💎
Century Club
(18)
Conferences
NIPS (6)
ICLR (4)
ICML (3)
JMLR (2)
AAAI (1)
CVPR (1)
ICCV (1)
Top co-authors
Keywords
graph neural network
(6)
clustering algorithm
(3)
graph representation
(2)
matrix completion
(2)
cheeger cut
(2)
dimensionality reduction
(2)
spectral clustering
(2)
graph cut
(2)
unsupervised clustering
(2)
graph clustering
(1)
question answering
(1)
graph representation learning
(1)
geometric deep learning
(1)
matrix factorization
(1)
graph classification
(1)
dense correspondence
(1)
graph theory
(1)
graph-based clustering
(1)
message passing
(1)
consistency analysis
(1)
Papers
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications
AAAI 2025
A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition
ICML 2025
Feature Collapse
ICLR 2024
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning
ICLR 2024
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
ICML 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
NIPS 2024
A Generalization of ViT/MLP-Mixer to Graphs
ICML 2023
Benchmarking Graph Neural Networks
JMLR 2023
Long-Tailed Learning Requires Feature Learning
ICLR 2023
Graph Neural Networks with Learnable Structural and Positional Representations
ICLR 2022
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks
NIPS 2017
Consistency of Cheeger and Ratio Graph Cuts
JMLR 2016
The Product Cut
NIPS 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
NIPS 2016
Robust Principal Component Analysis on Graphs
ICCV 2015
Functional Correspondence by Matrix Completion
CVPR 2015
Multiclass Total Variation Clustering
NIPS 2013
Convergence and Energy Landscape for Cheeger Cut Clustering
NIPS 2012