Bishwadeep Das, Elvin Isufi (2023), Online Vector Autoregressive Models Over Expanding Graphs, In Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE.

Roberto Bentivoglio, Elvin Isufi, Sebastiaan Nicolas Jonkman, Riccardo Taormina (2023), Rapid spatio-temporal flood modelling via hydraulics-based graph neural networks, In Hydrology and Earth System Sciences Volume 27 p.4227–4246.

Rohan Money, Joshin Krishnan, Baltasar Beferull-Lozano, Elvin Isufi (2023), Scalable and Privacy-Aware Online Learning of Nonlinear Structural Equation Models, In IEEE Open Journal of Signal Processing Volume 4 p.61-70.

Joshin Krishnan, Rohan Money, Baltasar Beferull-Lozano, Elvin Isufi (2023), Simplicial Vector Autoregressive Model For Streaming Edge Flows, In Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE.

Chengen Liu, Geert Leus, Elvin Isufi (2023), Unrolling of Simplicial ElasticNet for Edge Flow Signal Reconstruction, In IEEE Open Journal of Signal Processing Volume 5 p.186 - 194.

Elvin Isufi, Maosheng Yang (2022), Convolutional Filtering in Simplicial Complexes, In Proceedings of the ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) p.5578-5582, IEEE.

Roberto Bentivoglio, Elvin Isufi, Sebastiaan N. Jonkman, Riccardo Taormina (2022), Deep learning methods for flood mapping: A review of existing applications and future research directions, In Hydrology and Earth System Sciences p.4345-4378.

Yanbin He, Mario Coutino, Elvin Isufi, Geert Leus (2022), Dynamic Bi-Colored Graph Partitioning, In 30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings p.692-696, European Signal Processing Conference, EUSIPCO.

Elvin Isufi, Fernando Gama, Alejandro Ribeiro (2022), EdgeNets: Edge Varying Graph Neural Networks, In IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 44 p.7457-7473.

Bishwadeep Das, Elvin Isufi (2022), Learning Expanding Graphs for Signal Interpolation, In Proceedings of the ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) p.5917-5921, IEEE.