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 .

Alberto Natali, Elvin Isufi, Mario Coutino, Geert Leus (2022), Learning Time-Varying Graphs from Online Data, In IEEE Open Journal of Signal Processing Volume 3 p.212 - 228.

Rohan Money, Joshin Krishnan, Baltasar Beferull-Lozano, Elvin Isufi (2022), Online Edge Flow Imputation on Networks, In IEEE Signal Processing Letters Volume 30 p.115-119.

Leila Ben Saad, Baltasar Beferull-Lozano, Elvin Isufi (2022), Quantization Analysis and Robust Design for Distributed Graph Filters, In IEEE Transactions on Signal Processing Volume 70 p.643 - 658.

Maosheng Yang, Elvin Isufi, Michael T. Schaub, Geert Leus (2022), Simplicial Convolutional Filters, In IEEE Transactions on Signal Processing Volume 70 p.4633 - 4648.

Maosheng Yang, Elvin Isufi, Geert Leus (2022), Simplicial Convolutional Neural Networks, In Proceedings of the ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) p.8847-8851, IEEE .

Bishwadeep Das, Alan Hanjalic, Elvin Isufi (2022), Task-Aware Connectivity Learning for Incoming Nodes Over Growing Graphs, In IEEE Transactions on Signal and Information Processing over Networks Volume 8 p.894-906.