Pierre Vandergheynst
9 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Half π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
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Keyword Pioneer
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Keyword Collector
(53)
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Renaissance Researcher
(5)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(8)
Mathematics & Optimization
(5)
Computer Science
(3)
Data Science & Analytics
(3)
Deep Learning
(3)
Architectures
(3)
Mathematics
(3)
Applications
(2)
Foundations
(2)
Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Keywords
spectral clustering
(3)
graph neural network
(2)
matrix factorization
(1)
neural dynamics
(1)
shape matching
(1)
computational complexity
(1)
gaussian process
(1)
robust pca
(1)
graph-based clustering
(1)
dense correspondence
(1)
protein representation
(1)
random sampling
(1)
l1-norm regularization
(1)
laplacian matrix
(1)
graph laplacian
(1)
clustering quality
(1)
graph regularization
(1)
matrix completion
(1)
low-rank recovery
(1)
representation learning
(1)
Papers
Boosting Protein Graph Representations through Static-Dynamic Fusion
ICML 2025
Implicit Gaussian process representation of vector fields over arbitrary latent manifolds
ICLR 2024
Generalised Implicit Neural Representations
NeurIPS 2022
Fast Approximate Spectral Clustering for Dynamic Networks
ICML 2018
Spectrally Approximating Large Graphs with Smaller Graphs
ICML 2018
Compressive Spectral Clustering
ICML 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
NeurIPS 2016
Functional Correspondence by Matrix Completion
CVPR 2015
Robust Principal Component Analysis on Graphs
ICCV 2015