publications

2025

1. 

   GAGE-Q: Reinforced Genetic Algorithm using Spatial Neighborhood Graph Embedding for Green Intermodal Transportation

   Reza Safarzadeh, Hadi Aghazadeh, and Xin Wang

   Advances in Cartography and GIScience of the ICA, 2025

   DOI Bib HTML

   @article{aghazadeh2025gage,
     title = {GAGE-Q: Reinforced Genetic Algorithm using Spatial Neighborhood Graph Embedding for Green Intermodal Transportation},
     author = {Safarzadeh, Reza and Aghazadeh, Hadi and Wang, Xin},
     journal = {Advances in Cartography and GIScience of the ICA},
     volume = {5},
     pages = {2},
     year = {2025},
     publisher = {Copernicus Publications G{\"o}ttingen, Germany},
     doi = {10.5194/ica-adv-5-2-2025},
   }

2. 

   ChargeNav: End-to-End Fleet Optimization and Energy Aware Navigation for Electric Trucks

   Reza Safarzadeh, Xin Wang, and Bahareh Raei

   In Proceedings of the 19th International Symposium on Spatial and Temporal Data, 2025

   DOI Bib HTML

   @inproceedings{safarzadeh2025chargenav,
     title = {ChargeNav: End-to-End Fleet Optimization and Energy Aware Navigation for Electric Trucks},
     author = {Safarzadeh, Reza and Wang, Xin and Raei, Bahareh},
     booktitle = {Proceedings of the 19th International Symposium on Spatial and Temporal Data},
     pages = {247--251},
     year = {2025},
     doi = {10.1145/3748777.3748800},
   }

3. 

   Semi-decentralized Federated Time Series Prediction with Client Availability Budgets

   Yunkai Bao, Reza Safarzadeh, Xin Wang, and 1 more author

   In IEEE INFOCOM 2025-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2025

   DOI Bib HTML

   @inproceedings{bao2025semi,
     title = {Semi-decentralized Federated Time Series Prediction with Client Availability Budgets},
     author = {Bao, Yunkai and Safarzadeh, Reza and Wang, Xin and Drew, Steve},
     booktitle = {IEEE INFOCOM 2025-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)},
     pages = {1--6},
     year = {2025},
     organization = {IEEE},
     doi = {10.1109/INFOCOMWKSHPS65812.2025.11152880},
   }

2024

1. 

   Map matching on low sampling rate trajectories through deep inverse reinforcement learning and multi-intention modeling

   Reza Safarzadeh, and Xin Wang

   International Journal of Geographical Information Science, 2024

   DOI Bib HTML

   @article{safarzadeh2024map,
     title = {Map matching on low sampling rate trajectories through deep inverse reinforcement learning and multi-intention modeling},
     author = {Safarzadeh, Reza and Wang, Xin},
     journal = {International Journal of Geographical Information Science},
     volume = {38},
     number = {12},
     pages = {2648--2683},
     year = {2024},
     publisher = {Taylor \& Francis},
     doi = {10.1080/13658816.2024.2391411},
   }

2. 

   Smart Route: A GIS-Based Solution for Mass Transit Design and Optimization

   Siddhant Jakhotiya, Apratim Sen, Reza Safarzadeh, and 1 more author

   In Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2024

   DOI Bib HTML

   @inproceedings{jakhotiya2024smart,
     title = {Smart Route: A GIS-Based Solution for Mass Transit Design and Optimization},
     author = {Jakhotiya, Siddhant and Sen, Apratim and Safarzadeh, Reza and Wang, Xin},
     booktitle = {Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI},
     pages = {15--23},
     year = {2024},
     doi = {10.1145/3681780.3697251},
   }

2023

1. 

   Trailer allocation and truck routing using bipartite graph assignment and deep reinforcement learning

   Saeid Kalantari, Reza Safarzadeh, Yunli Wang, and 2 more authors

   Transactions in GIS, 2023

   DOI Bib HTML

   @article{kalantari2023trailer,
     title = {Trailer allocation and truck routing using bipartite graph assignment and deep reinforcement learning},
     author = {Kalantari, Saeid and Safarzadeh, Reza and Wang, Yunli and Sun, Sun and Wang, Xin},
     journal = {Transactions in GIS},
     volume = {27},
     number = {4},
     pages = {996--1020},
     year = {2023},
     publisher = {Wiley Online Library},
     doi = {10.1111/tgis.13057},
   }

2. 

   An Interactive Map-based System for Visually Exploring Goods Movement based on GPS Traces

   Reza Safarzadeh, Yunli Wang, Sun Sun, and 1 more author

   In Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023

   DOI Bib HTML

   @inproceedings{safarzadeh2023interactive,
     title = {An Interactive Map-based System for Visually Exploring Goods Movement based on GPS Traces},
     author = {Safarzadeh, Reza and Wang, Yunli and Sun, Sun and Wang, Xin},
     booktitle = {Proceedings of the 18th International Symposium on Spatial and Temporal Data},
     pages = {180--184},
     year = {2023},
     doi = {10.1145/3609956.3609975},
   }

3. 

   Quality Assessment of the OpenStreetMap Road Network in Calgary, Alberta

   Beom Sae Shawn Kim, Reza Safarzadeh, and Xin Wang

   Abstracts of the ICA, 2023

   Bib HTML

   @article{kim2023quality,
     title = {Quality Assessment of the OpenStreetMap Road Network in Calgary, Alberta},
     author = {Kim, Beom Sae Shawn and Safarzadeh, Reza and Wang, Xin},
     journal = {Abstracts of the ICA},
     volume = {6},
     pages = {124},
     year = {2023},
     publisher = {Copernicus Publications G{\"o}ttingen, Germany},
   }

2022

1. 

   Multi-task graph neural network for truck speed prediction under extreme weather conditions

   Reza Safarzadeh, Arash Mozhdehi, Saeid Kalantari, and 3 more authors

   In Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

   DOI Bib HTML

   @inproceedings{ramhormozi2022multi,
     title = {Multi-task graph neural network for truck speed prediction under extreme weather conditions},
     author = {Safarzadeh, Reza and Mozhdehi, Arash and Kalantari, Saeid and Wang, Yunli and Sun, Sun and Wang, Xin},
     booktitle = {Proceedings of the 30th International Conference on Advances in Geographic Information Systems},
     pages = {1--11},
     year = {2022},
     doi = {10.1145/3557915.3561029},
   }

2018

1. Multi objective optimization of urban land use allocation using meta-heuristic algorithms and spatial metrics

   Reza Safarzadeh, Mohammad Karimi, and Sanaz Alaei Moghadam

   Journal of Geomatics Science and Technology, 2018

   Bib HTML

   @article{safarzadeh2018multi,
     title = {Multi objective optimization of urban land use allocation using meta-heuristic algorithms and spatial metrics},
     author = {Safarzadeh, Reza and Karimi, Mohammad and Alaei Moghadam, Sanaz},
     journal = {Journal of Geomatics Science and Technology},
     volume = {7},
     number = {3},
     pages = {189--212},
     year = {2018},
     publisher = {Journal of Geomatics Science and Technology},
   }

2016

1. Application of Multi-Objective Particle Swarm Optimization Algorithm in Site Selection for Temporary Housing after Earthquakes in Tehran

   Reza Safarzadeh

   In International Congress on Earth Science & Urban Development, Tabriz, Iran, 2016

   Bib

   @inproceedings{safarzadeh2016application,
     title = {Application of Multi-Objective Particle Swarm Optimization Algorithm in Site Selection for Temporary Housing after Earthquakes in Tehran},
     author = {Safarzadeh, Reza},
     booktitle = {International Congress on Earth Science \& Urban Development, Tabriz, Iran},
     pages = {1--6},
     year = {2016},
   }