ติดตาม
Olga Zaghen
Olga Zaghen
ยืนยันอีเมลแล้วที่ uva.nl - หน้าแรก
ชื่อ
อ้างโดย
อ้างโดย
ปี
Hypergraph neural networks through the lens of message passing: A common perspective to homophily and architecture design
L Telyatnikov, MS Bucarelli, G Bernardez, O Zaghen, S Scardapane, P Lió
arXiv preprint arXiv:2310.07684, 2023
192023
TopoX: a suite of Python packages for machine learning on topological domains
M Hajij, M Papillon, F Frantzen, J Agerberg, I AlJabea, R Ballester, ...
Journal of Machine Learning Research 25 (374), 1-8, 2024
82024
Icml 2023 topological deep learning challenge: Design and results
M Papillon, M Hajij, A Myers, H Jenne, J Mathe, T Papamarkou, ...
Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023
72023
Nonlinear sheaf diffusion in graph neural networks
O Zaghen
arXiv preprint arXiv:2403.00337, 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
Revisiting random walks for learning on graphs
J Kim, O Zaghen, A Suleymanzade, Y Ryou, S Hong
arXiv preprint arXiv:2407.01214, 2024
12024
Sheaf diffusion goes nonlinear: Enhancing gnns with adaptive sheaf laplacians
O Zaghen, A Longa, S Azzolin, L Telyatnikov, A Passerini, P Lio
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024
12024
Towards Variational Flow Matching on General Geometries
O Zaghen, F Eijkelboom, A Pouplin, EJ Bekkers
arXiv preprint arXiv:2502.12981, 2025
2025
Revisiting Random Walks for Learning on Graphs
S Hong, J Kim, O Zaghen, A Suleymanzade, Y Ryou
ELLIS Workshop on Geometry-grounded Representation Learning and Generative …, 2024
2024
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