Mahan Tabatabaie

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Spatial And Temporal Relationships

Reinforcement Learning

Fingerprint Identification

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

BuildSys@SenSys

Publications

Huiqun Huang, Suining He, Xi Yang, Mahan Tabatabaie
STICAP: Spatio-temporal Interactive Attention for Citywide Crowd Activity Prediction. ACM Trans. Spatial Algorithms Syst. 10 (1) (2024)
Huiqun Huang, Suining He, Mahan Tabatabaie
Extreme-Aware Local-Global Attention for Spatio-Temporal Urban Mobility Learning. ICDE (2023)
Mahan Tabatabaie, Suining He
Driver Maneuver Interaction Identification with Anomaly-Aware Federated Learning on Heterogeneous Feature Representations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (4) (2023)
Mahan Tabatabaie, Suining He, Kang G. Shin
Interaction-Aware and Hierarchically-Explainable Heterogeneous Graph-based Imitation Learning for Autonomous Driving Simulation. IROS (2023)
Mahan Tabatabaie, Suining He, Kang G. Shin
Cross-Modality Graph-based Language and Sensor Data Co-Learning of Human-Mobility Interaction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Xi Yang, Suining He, Mahan Tabatabaie
Equity-Aware Cross-Graph Interactive Reinforcement Learning for Bike Station Network Expansion. SIGSPATIAL/GIS (2023)
Mahan Tabatabaie, Suining He
Naturalistic E-Scooter Maneuver Recognition with Federated Contrastive Rider Interaction Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (4) (2022)
Mahan Tabatabaie, Suining He, Xi Yang
Driver Maneuver Identification with Multi-Representation Learning and Meta Model Update Designs. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Mahan Tabatabaie, James Maniscalco, Connor Lynch, Suining He
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction. CoRR (2022)
Suining He, Bing Wang, Kang G. Shin, Mahan Tabatabaie
Cross-zone and extreme-aware mobility learning of crowd interactions with built environments. BuildSys@SenSys (2022)
Xi Yang, Suining He, Mahan Tabatabaie, Bing Wang
Towards Dynamic Crowd Mobility Learning and Meta Model Updates for A Smart Connected Campus. EWSN (2022)
Xi Yang, Suining He, Bing Wang, Mahan Tabatabaie
Spatio-Temporal Graph Attention Embedding for Joint Crowd Flow and Transition Predictions: A Wi-Fi-based Mobility Case Study. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (4) (2021)
Mahan Tabatabaie, Suining He, Xi Yang
Reinforced Feature Extraction and Multi-Resolution Learning for Driver Mobility Fingerprint Identification. SIGSPATIAL/GIS (2021)