George Dasoulas

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Graph Representations

Community Detection

Top Venues

Neural Networks

Publications

Claudio Battiloro, Ege Karaismailoglu, Mauricio Tec, George Dasoulas, Michelle Audirac, Francesca Dominici
E(n) Equivariant Topological Neural Networks. CoRR (2024)
Tina Vartziotis, Ippolyti Dellatolas, George Dasoulas, Maximilian Schmidt, Florian Schneider, Tim Hoffmann, Sotirios Kotsopoulos, Michael Keckeisen
Learn to Code Sustainably: An Empirical Study on LLM-based Green Code Generation. CoRR (2024)
Michail Chatzianastasis, George Dasoulas, Michalis Vazirgiannis
Geometric Self-Supervised Pretraining on 3D Protein Structures using Subgraphs. CoRR (2024)
Jiali Cheng, George Dasoulas, Huan He, Chirag Agarwal, Marinka Zitnik
GNNDelete: A General Strategy for Unlearning in Graph Neural Networks. CoRR (2023)
Michail Chatzianastasis, Johannes F. Lutzeyer, George Dasoulas, Michalis Vazirgiannis
Graph Ordering Attention Networks. AAAI (2023)
Dimitris Vartziotis, George Dasoulas, Florian Pausinger
Learn2Extend: Extending sequences by retaining their statistical properties with mixture models. CoRR (2023)
Yasha Ektefaie, George Dasoulas, Ayush Noori, Maha Farhat, Marinka Zitnik
Multimodal learning with graphs. Nat. Mac. Intell. 5 (4) (2023)
Jiali Cheng, George Dasoulas, Huan He, Chirag Agarwal, Marinka Zitnik
GNNDelete: A General Strategy for Unlearning in Graph Neural Networks. ICLR (2023)
Giannis Nikolentzos, George Dasoulas, Michalis Vazirgiannis
Permute Me Softly: Learning Soft Permutations for Graph Representations. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, Michalis Vazirgiannis
Modularity-aware graph autoencoders for joint community detection and link prediction. Neural Networks 153 (2022)
Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, Michalis Vazirgiannis
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction. CoRR (2022)
Michail Chatzianastasis, Johannes F. Lutzeyer, George Dasoulas, Michalis Vazirgiannis
Graph Ordering Attention Networks. CoRR (2022)
Yasha Ektefaie, George Dasoulas, Ayush Noori, Maha Farhat, Marinka Zitnik
Geometric multimodal representation learning. CoRR (2022)
Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, Michalis Vazirgiannis
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction. CoRR (2022)
George Dasoulas, Johannes F. Lutzeyer, Michalis Vazirgiannis
Learning Parametrised Graph Shift Operators. ICLR (2021)
George Dasoulas, Giannis Nikolentzos, Kevin Scaman, Aladin Virmaux, Michalis Vazirgiannis
Ego-Based Entropy Measures for Structural Representations on Graphs. ICASSP (2021)
George Dasoulas, Johannes F. Lutzeyer, Michalis Vazirgiannis
Learning Parametrised Graph Shift Operators. CoRR (2021)
George Dasoulas, Giannis Nikolentzos, Kevin Scaman, Aladin Virmaux, Michalis Vazirgiannis
Ego-based Entropy Measures for Structural Representations on Graphs. CoRR (2021)
Michail Chatzianastasis, George Dasoulas, Georgios Siolas, Michalis Vazirgiannis
Graph-based Neural Architecture Search with Operation Embeddings. ICCVW (2021)
Giannis Nikolentzos, George Dasoulas, Michalis Vazirgiannis
Permute Me Softly: Learning Soft Permutations for Graph Representations. CoRR (2021)
George Dasoulas, Kevin Scaman, Aladin Virmaux
Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks. CoRR (2021)
George Dasoulas, Kevin Scaman, Aladin Virmaux
Lipschitz normalization for self-attention layers with application to graph neural networks. ICML (2021)
Michail Chatzianastasis, George Dasoulas, Georgios Siolas, Michalis Vazirgiannis
Operation Embeddings for Neural Architecture Search. CoRR (2021)
Giannis Nikolentzos, George Dasoulas, Michalis Vazirgiannis
k-hop graph neural networks. Neural Networks 130 (2020)
George Dasoulas, Giannis Nikolentzos, Kevin Scaman, Aladin Virmaux, Michalis Vazirgiannis
Ego-based Entropy Measures for Structural Representations. CoRR (2020)
George Dasoulas, Ludovic Dos Santos, Kevin Scaman, Aladin Virmaux
Coloring Graph Neural Networks for Node Disambiguation. IJCAI (2020)
Stratis Limnios, George Dasoulas, Dimitrios M. Thilikos, Michalis Vazirgiannis
Hcore-Init: Neural Network Initialization based on Graph Degeneracy. CoRR (2020)
Stratis Limnios, George Dasoulas, Dimitrios M. Thilikos, Michalis Vazirgiannis
Hcore-Init: Neural Network Initialization based on Graph Degeneracy. ICPR (2020)
Giannis Nikolentzos, George Dasoulas, Michalis Vazirgiannis
k-hop Graph Neural Networks. CoRR (2019)
George Dasoulas, Ludovic Dos Santos, Kevin Scaman, Aladin Virmaux
Coloring graph neural networks for node disambiguation. CoRR (2019)