Fragkiskos D. Malliaros
5 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (13)
🗺️
Taxonomy Completionist
(14)
Conferences
ICML (2)
AAAI (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(2)
random walk
(1)
graph embedding
(1)
exponential family
(1)
skip-gram model
(1)
spectral decomposition
(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)
traffic prediction
(1)
molecular modeling
(1)
exponential family distribution
(1)
materials modeling
(1)
link prediction
(1)
Papers
Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation
ICML 2025
Continuous Product Graph Neural Networks
NIPS 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