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Mahan Tabatabaie
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Reinforced Feature Extraction and Multi-Resolution Learning for Driver Mobility Fingerprint Identification
M Tabatabaie, S He, X Yang
Proceedings of ACM SIGSPATIAL International Conference on Advances in …, 2021
102021
Driver Maneuver Identification with Multi-Representation Learning and Meta Model Update Designs
M Tabatabaie, S He, X Yang
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
82022
Naturalistic E-Scooter Maneuver Recognition with Federated Contrastive Rider Interaction Learning
M Tabatabaie, S He
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2023
62023
Spatio-Temporal Graph Attention Embedding for Joint Crowd Flow and Transition Predictions: A Wi-Fi-based Mobility Case Study
X Yang, S He, W Bing, M Tabatabaie
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
62022
Cross-Modality Graph-Based Language and Sensor Data Co-Learning of Human-Mobility Interaction
M Tabatabaie, S He, KG Shin
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2023
22023
STICAP: Spatio-temporal Interactive Attention for Citywide Crowd Activity Prediction
H Huang, S He, X Yang, M Tabatabaie
ACM Transactions on Spatial Algorithms and Systems 10 (1), 1-22, 2024
2024
Driver Maneuver Interaction Identification with Anomaly-Aware Federated Learning on Heterogeneous Feature Representations
M Tabatabaie, S He
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024
2024
Equity-Aware Cross-Graph Interactive Reinforcement Learning for Bike Station Network Expansion
X Yang, S He, M Tabatabaie
Proceedings of the 31st ACM International Conference on Advances in …, 2023
2023
Interaction-Aware and Hierarchically-Explainable Heterogeneous Graph-based Imitation Learning for Autonomous Driving Simulation
M Tabatabaie, S He, KG Shin
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
2023
Extreme-Aware Local-Global Attention for Spatio-Temporal Urban Mobility Learning
H Huang, S He, M Tabatabaie
Proceedings of 39th IEEE International Conference on Data Engineering (ICDE …, 2023
2023
Cross-Zone and Extreme-Aware Mobility Learning of Crowd Interactions with Built Environments
S He, B Wang, KG Shin, M Tabatabaie
Proceedings of the 9th ACM International Conference on Systems for Energy …, 2022
2022
Towards Dynamic Crowd Mobility Learning and Meta Model Updates for A Smart Connected Campus
X Yang, S He, M Tabatabaie, W Bing
Proceedings of the International Conference on Embedded Wireless Systems and …, 2022
2022
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction
M Tabatabaie, J Maniscalco, C Lynch, S He
Proceedings of the 11th ACM SIGKDD International Workshop on Urban Computing …, 2022
2022
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