Dasoulas, George
- Multimodal learning with graphs
2022/09/07 by Yasha Ektefaie, Ektefaie, Yasha, George Dasoulas +7 · 12 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks
2021/03/08 by George Dasoulas, Dasoulas, George, Kevin Scaman +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)
- GNNDelete: A General Strategy for Unlearning in Graph Neural Networks
2023/02/26 by Cheng, Jiali, Dasoulas, George, He, Huan +2 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- k-hop Graph Neural Networks
2019/07/13 by Nikolentzos, Giannis, Dasoulas, George, Vazirgiannis, Michalis · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- E(n) Equivariant Topological Neural Networks
2024/05/24 by Claudio Battiloro, Battiloro, Claudio, Ege Karaismailoğlu +9 · 9 citations
Computer Science · #Neural Networks and Applications
- Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction
2022/02/02 by Guillaume Salha-Galvan, Salha-Galvan, Guillaume, Johannes F. Lutzeyer +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
- TopoBench: A Framework for Benchmarking Topological Deep Learning
2024/06/09 by Lev Telyatnikov, Guillermo Bernárdez, Telyatnikov, Lev +44 · 8 citations
Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- Hcore-Init: Neural Network Initialization based on Graph Degeneracy
2020/04/16 by Limnios, Stratis, Dasoulas, George, Thilikos, Dimitrios M. +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learn to Code Sustainably: An Empirical Study on LLM-based Green Code Generation
2024/03/05 by Vartziotis, Tina, Dellatolas, Ippolyti, Dasoulas, George +5 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Carbon Footprint Evaluation of Code Generation through LLM as a Service
2025/03/30 by Vartziotis, Tina, Schmidt, Maximilian, Dasoulas, George +7 · 4 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Coloring graph neural networks for node disambiguation
2019/12/12 by Dasoulas, George, Santos, Ludovic Dos, Scaman, Kevin +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Parametrised Graph Shift Operators
2021/01/25 by George Dasoulas, Dasoulas, George, Johannes F. Lutzeyer +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)