Fragkiskos D. Malliaros
5 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
graph neural network
(3)
data augmentation
(1)
random walk
(1)
graph embedding
(1)
generalization error
(1)
exponential family
(1)
rademacher complexity
(1)
skip-gram model
(1)
spectral decomposition
(1)
regret bound
(1)
gaussian mixture model
(1)
node classification
(1)
frame averaging
(1)
weather forecasting
(1)
continuous filtering
(1)
heat kernel
(1)
spatiotemporal forecasting
(1)
tensor pde
(1)
equivariant neural network
(1)
network representation learning
(1)
Papers
Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation
ICML 2025
Continuous Product Graph Neural Networks
NeurIPS 2024
FAENet: Frame Averaging Equivariant GNN for Materials Modeling
ICML 2023
Exponential Family Graph Embeddings
AAAI 2020
Graph-based Text Representations: Boosting Text Mining, NLP and Information Retrieval with Graphs
EMNLP 2017