Extending YAGO4 Knowledge Graph with Geospatial Knowledge. - Maria Despoina Siampou; Nikolaos Karalis; Manolis Koubarakis (GeoLD@ESWC, 2022)

Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting. - Arash Hajisafi; Haowen Lin; Sina Shaham; Haoji Hu; Maria Despoina Siampou; Yao-Yi Chiang; Cyrus Shahabi (SIGSPATIAL/GIS, 2023)

Supervised Scheduling for Geospatial Interlinking. - Maria Despoina Siampou; George Papadakis 001; Nikos Mamoulis; Manolis Koubarakis (SIGSPATIAL/GIS, 2023)

An Algorithmic Approach for Detecting Neuromotor Developmental Disabilities in Infants from Wearable Sensor Data. - Maria Despoina Siampou; Luciano Nocera; Jinseok Oh; Beth A. Smith; Cyrus Shahabi (EMBC, 2024)

Wearables for Health (W4H) Toolkit for Acquisition, Storage, Analysis and Visualization of Data from Various Wearable Devices. - Arash Hajisafi; Maria Despoina Siampou; Jize Bi; Luciano Nocera; Cyrus Shahabi (ICDE, 2024)

Poly2Vec: Polymorphic Encoding of Geospatial Objects for Spatial Reasoning with Deep Neural Networks. - Maria Despoina Siampou; Jialiang Li 007; John Krumm; Cyrus Shahabi; Hua Lu 001 (CoRR, 2024)

WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions. - Arash Hajisafi; Maria Despoina Siampou; Bita Azarijoo; Cyrus Shahabi (CoRR, 2024)

Three-dimensional Geospatial Interlinking with JedAI-spatial. - Marios Papamichalopoulos; George Papadakis 001; George Mandilaras; Maria Despoina Siampou; Nikos Mamoulis; Manolis Koubarakis (J. Web Semant., 2024)

TrajRoute: Rethinking Routing with a Simple Trajectory-Based Approach - Forget the Maps and Traffic! - Maria Despoina Siampou; Chrysovalantis Anastasiou; John Krumm; Cyrus Shahabi (MDM, 2025)