Publications
Preprints
- M. Hashemi, H. Amiri, A. Zufle A Comprehensive Survey of Agentic AI for Geospatial Data. [pdf] [reading list].
Conference/Journal Papers
M. Hashemi, H. Amiri, A. Zufle PlaceRep: Geospatial Place Representation Learning from Large-Scale Point-of-Interest Graph Data. [pdf] [code]. SIGSPATIAL 2026
L. Kennedy, H. Amiri, Y. Liu, R. Bao, H. Chen, M. Hashemi, R. Kong, X. Liu, J. Kim, S. Tang, L. Zhao, A. Züfle Staypoint Detection from Noisy Trajectory Data [Experiment Paper]. [pdf] [code]. SIGSPATIAL 2026
H. Amiri, M. Hashemi, A. Deverakonda, J. Kim, Y. Wang, A. Züfle Synthetic Wastewater Epidemiology Data Generation using Patterns-of-Life Simulation. [pdf]. SIGSPATIAL 2026
H. Amiri, M. Hashemi, A. Züfle World-POI: Global Point-of-Interest Data Enriched from Foursquare and OpenStreetMap as Tabular and Graph Data. [pdf] [code]. IEEE Data Descriptions
*S. Gong, *M. Hashemi, J. Ni, C. Yang, W. Jin Scalable Graph Condensation with Evolving Capabilities. [pdf]. KDD 2026
M. Hashemi, A. Züfle From Points to Places: Towards Human Mobility-Driven Spatiotemporal Foundation Models via Understanding Places. [pdf] SIGSPATIAL 2025 - Workshop on Urban Mobility Foundation Models.
M. Hashemi, S. Gong, J. Ni, W. Fan, B. A Prakash, W. Jin A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation. [pdf] [reading list]. IJCAI 2024
S. Nabavi, M. Hashemi, ME. Moghaddam, AA. Abin, AF. Frangi Automated cardiac coverage assessment in cardiovascular magnetic resonance imaging using an explainable recurrent 3D dual‐domain convolutional network. [pdf] [code]. Medical Physics 2024
S. Ommi, M. Hashemi Machine learning technique in the north zagros earthquake prediction. [pdf]. Applied Computing & Geosciences
A. Salimi-Badr, M. Hashemi, H. Saffari A type-2 neuro-fuzzy system with a novel learning method for Parkinson’s disease diagnosis. [pdf]. Applied Intelligence (APIN)
A. Salimi-Badr, M. Hashemi, “A Neural-Based Approach to Aid Early Parkinson’s Disease Diagnosis,” [pdf]. IKT 2020