دنبال کردن
George Dasoulas
George Dasoulas
نام‌های دیگرGeorgios Dasoulas
Postdoctoral Researcher, Harvard University
ایمیل تأیید شده در hms.harvard.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Multimodal learning with graphs‏
Y Ektefaie, G Dasoulas, A Noori, M Farhat, M Zitnik‏
Nature Machine Intelligence 5 (4), 340-350, 2023‏
1002023
Coloring Graph Neural Networks for Node Disambiguation‏
G Dasoulas, LD Santos, K Scaman, A Virmaux‏
International Joint Conference on Artificial Intelligence (IJCAI 2020), 2020‏
922020
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction‏
G Salha-Galvan, JF Lutzeyer, G Dasoulas, R Hennequin, M Vazirgiannis‏
Neural Networks 153 (2022), 474-495, 2022‏
562022
Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks‏
G Dasoulas, K Scaman, A Virmaux‏
International Conference on Machine Learning (ICML 2021), 2021‏
462021
GNNDelete: A General Strategy for Unlearning in Graph Neural Networks‏
J Cheng, G Dasoulas, H He, C Agarwal, M Zitnik‏
11th International Conference on Learning Representations (ICLR 2023), 2023‏
452023
k-hop graph neural networks‏
G Nikolentzos, G Dasoulas, M Vazirgiannis‏
Neural Networks 130 (2020), 195-205, 2020‏
452020
Learning Parametrised Graph Shift Operators‏
G Dasoulas, J Lutzeyer, M Vazirgiannis‏
9th International Conference on Learning Representations (ICLR 2021), 2021‏
312021
Graph Ordering Attention Networks‏
M Chatzianastasis, JF Lutzeyer, G Dasoulas, M Vazirgiannis‏
Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI 2023), 2023‏
262023
Graph-based Neural Architecture Search with Operation Embeddings‏
M Chatzianastasis, G Dasoulas, G Siolas, M Vazirgiannis‏
ICCV 2021 Workshop on Neural Architectures: Past, Present and Future, 2021‏
19*2021
Hcore-Init: Neural Network Initialization based on Graph Degeneracy‏
S Limnios, G Dasoulas, DM Thilikos, M Vazirgiannis‏
25th International Conference on Pattern Recognition (ICPR 2020), 2020‏
132020
Learn to Code Sustainably: An Empirical Study on LLM-based Green Code Generation‏
T Vartziotis, I Dellatolas, G Dasoulas, M Schmidt, F Schneider, ...‏
The First International Workshop on Large Language Models for Code (2024), 2024‏
112024
Permute Me Softly: Learning Soft Permutations for Graph Representations‏
G Nikolentzos, G Dasoulas, M Vazirgiannis‏
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023‏
112023
Ego-based Entropy Measures for Structural Representations on Graphs‏
G Dasoulas, G Nikolentzos, K Scaman, A Virmaux, M Vazirgiannis‏
ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal …, 2021‏
8*2021
GNNDelete: A general unlearning strategy for graph neural networks‏
J Cheng, G Dasoulas, H He, C Agarwal, M Zitnik‏
International Conference on Learning Representations, 2023‏
52023
E (n) equivariant topological neural networks‏
C Battiloro, M Tec, G Dasoulas, M Audirac, F Dominici‏
arXiv preprint arXiv:2405.15429, 2024‏
42024
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain‏
G Bernárdez, L Telyatnikov, M Montagna, F Baccini, M Papillon, ...‏
arXiv preprint arXiv:2409.05211, 2024‏
22024
Node disambiguation‏
G Dasoulas, L Dos Santos, K Scaman, A Virmaux‏
US Patent App. 17/702,064, 2022‏
22022
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction‏
G Salha-Galvan, JF Lutzeyer, G Dasoulas, R Hennequin, M Vazirgiannis‏
NeurIPS 2022 Workshop on New Frontiers in Graph Learning, 2022‏
12022
ProCyon: A multimodal foundation model for protein phenotypes‏
O Queen, Y Huang, R Calef, V Giunchiglia, T Chen, G Dasoulas, LA Tai, ...‏
bioRxiv, 2024.12. 10.627665, 2024‏
2024
Geometric Self-Supervised Pretraining on 3D Protein Structures using Subgraphs‏
M Chatzianastasis, Y Zhang, G Dasoulas, M Vazirgiannis‏
arXiv preprint arXiv:2406.14142, 2024‏
2024
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20