George Dasoulas

1. Multimodal learning with graphs
   2022/09/07 by Yasha Ektefaie, George Dasoulas, Ektefaie, Yasha +7 · 12 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks
   2021/03/08 by George Dasoulas, Kevin Scaman, Dasoulas, George +3 · 8 citations
   Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. E(n) Equivariant Topological Neural Networks
   2024/05/24 by Claudio Battiloro, Ege Karaismailoğlu, Battiloro, Claudio +9 · 9 citations
   Computer Science · #Neural Networks and Applications
4. Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction
   2022/02/02 by Guillaume Salha-Galvan, Johannes F. Lutzeyer, Salha-Galvan, Guillaume +7 · 4 citations
   Physics and Astronomy · Computer Science · Biochemistry, Genetics and Molecular Biology · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks
5. Learning Parametrised Graph Shift Operators
   2021/01/25 by George Dasoulas, Johannes F. Lutzeyer, Dasoulas, George +3 · 1 citation
   Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. From Tokens to Watt-hours: Analytical Energy Estimation for LLM Inference on Modern GPUs
   2026/07/29 by Tina Vartziotis, Rodopi Kosteli, Elli Vartziotis +5
   Computer Science · #cs.LG #cs.SE