Pierre Vandergheynst
9 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (14)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(10)
🐝
Cross-Pollinator
(14)
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
📈
Trend Setter
Conferences
ICML (4)
NIPS (2)
CVPR (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
spectral clustering
(3)
graph neural network
(2)
computational complexity
(1)
matrix factorization
(1)
laplacian matrix
(1)
protein representation
(1)
dense correspondence
(1)
matrix completion
(1)
shape matching
(1)
random sampling
(1)
graph-based clustering
(1)
robust pca
(1)
clustering quality
(1)
graph regularization
(1)
graph laplacian
(1)
low-rank recovery
(1)
robust principal component analysis
(1)
l1 norm regularization
(1)
spectral graph theory
(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
NIPS 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
NIPS 2016
Functional Correspondence by Matrix Completion
CVPR 2015
Robust Principal Component Analysis on Graphs
ICCV 2015