K-Graphs: An Algorithm for Graph Signal Clustering and Multiple Graph Learning. - Hesam Araghi; Mohammad Sabbaqi; Massoud Babaie-Zadeh (IEEE Signal Process. Lett., 2019)

Graph-Time Convolutional Autoencoders. - Mohammad Sabbaqi; Riccardo Taormina; Alan Hanjalic; Elvin Isufi (LoG, 2022)

Graph-Time Trend Filtering and Unrolling Network. - Mohammad Sabbaqi; Elvin Isufi (EUSIPCO, 2023)

Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis. - Mohammad Sabbaqi; Elvin Isufi (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Kalman Filtering for Simplicial Processes. - Rohan T. Money; Mohammad Sabbaqi; Joshin Krishnan; Baltasar Beferull-Lozano; Elvin Isufi (IEEECONF, 2024)

Inferring Time Varying Signals over Uncertain Graphs. - Mohammad Sabbaqi; Elvin Isufi (ICASSP, 2024)

Spatiotemporal Covariance Neural Networks. - Andrea Cavallo; Mohammad Sabbaqi; Elvin Isufi (ECML/PKDD (2), 2024)

GKNet: Graph Kalman Filtering and Model Inference via Model-based Deep Learning. - Mohammad Sabbaqi; Riccardo Taormina; Elvin Isufi (CoRR, 2025)