Chrysoula Kosma

13 papers A* 1A 1Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Archetypal Graph Generative Models: Explainable and Identifiable Communities via Anchor-Dominant Convex Hulls. CoRR Nikolaos Nakis, Chrysoula Kosma, Panagiotis Promponas, Michail Chatzianastasis, Giannis Nikolentzos
2025	A	`conf`	Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings. AISTATS Nikolaos Nakis, Chrysoula Kosma, Giannis Nikolentzos, Michail Chatzianastasis, Iakovos Evdaimon, Michalis Vazirgiannis
2025	J	`jnl`	The Signed Two-Space Proximity Model for Learning Representations in Protein-Protein Interaction Networks. CoRR Nikolaos Nakis, Chrysoula Kosma, Anastasia Brativnyk, Michail Chatzianastasis, Iakovos Evdaimon, Michalis Vazirgiannis
2025	J	`jnl`	The signed two-space proximity model for learning representations in protein-protein interaction networks. Bioinform. Nikolaos Nakis, Chrysoula Kosma, Anastasia Brativnyk, Michail Chatzianastasis, Iakovos Evdaimon, Michalis Vazirgiannis
2025	A*	`conf`	Time Series Representations with Hard-Coded Invariances. ICML Thibaut Germain, Chrysoula Kosma, Laurent Oudre
2024	J	`jnl`	Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings. CoRR Nikolaos Nakis, Chrysoula Kosma, Giannis Nikolentzos, Michail Chatzianastasis, Iakovos Evdaimon, Michalis Vazirgiannis
2023	J	`jnl`	Neural Ordinary Differential Equations for Modeling Epidemic Spreading. Trans. Mach. Learn. Res. Chrysoula Kosma, Giannis Nikolentzos, George Panagopoulos, Jean-Marc Steyaert, Michalis Vazirgiannis
2023	J	`jnl`	Time-Parameterized Convolutional Neural Networks for Irregularly Sampled Time Series. CoRR Chrysoula Kosma, Giannis Nikolentzos, Michalis Vazirgiannis
2023	—	`conf`	TimeGNN: Temporal Dynamic Graph Learning for Time Series Forecasting. COMPLEX NETWORKS (1) Nancy Xu, Chrysoula Kosma, Michalis Vazirgiannis
2023	J	`jnl`	TimeGNN: Temporal Dynamic Graph Learning for Time Series Forecasting. CoRR Nancy Xu, Chrysoula Kosma, Michalis Vazirgiannis
2023	—	`—`	Towards Robust Deep Learning Methods for Time Series Data and their Applications. (Vers des Méthodes Robustes d'Apprentissage Profond pour les Données de Séries Temporelles et leurs Applications). Chrysoula Kosma
2022	—	`conf`	Time Series Forecasting Models Copy the Past: How to Mitigate. ICANN (1) Chrysoula Kosma, Giannis Nikolentzos, Nancy Xu, Michalis Vazirgiannis
2022	J	`jnl`	Time Series Forecasting Models Copy the Past: How to Mitigate. CoRR Chrysoula Kosma, Giannis Nikolentzos, Nancy Xu, Michalis Vazirgiannis