Mahan Tabatabaie

16 papers A* 1A 1B 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cross-Modality and Equity-Aware Graph Pooling Fusion: A Bike Mobility Prediction Study.
IEEE Trans. Big Data
Xi Yang, Suining He, Kang G. Shin, Mahan Tabatabaie, Jing Dai
2024 J jnl
Beyond "Taming Electric Scooters": Disentangling Understandings of Micromobility Naturalistic Riding.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He, Hao Wang, Kang G. Shin
2024 J jnl
STICAP: Spatio-temporal Interactive Attention for Citywide Crowd Activity Prediction.
ACM Trans. Spatial Algorithms Syst.
Huiqun Huang, Suining He, Xi Yang, Mahan Tabatabaie
2024 J jnl
Toward Ubiquitous Interaction-Attentive and Extreme-Aware Crowd Activity Level Prediction.
ACM Trans. Intell. Syst. Technol.
Huiqun Huang, Xi Yang, Suining He, Mahan Tabatabaie
2023 J jnl
Cross-Modality Graph-based Language and Sensor Data Co-Learning of Human-Mobility Interaction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He, Kang G. Shin
2023 J jnl
Driver Maneuver Interaction Identification with Anomaly-Aware Federated Learning on Heterogeneous Feature Representations.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He
2023 — conf
Equity-Aware Cross-Graph Interactive Reinforcement Learning for Bike Station Network Expansion.
SIGSPATIAL/GIS
Xi Yang, Suining He, Mahan Tabatabaie
2023 A* conf
Extreme-Aware Local-Global Attention for Spatio-Temporal Urban Mobility Learning.
ICDE
Huiqun Huang, Suining He, Mahan Tabatabaie
2023 A conf
Interaction-Aware and Hierarchically-Explainable Heterogeneous Graph-based Imitation Learning for Autonomous Driving Simulation.
IROS
Mahan Tabatabaie, Suining He, Kang G. Shin
2022 — conf
Cross-zone and extreme-aware mobility learning of crowd interactions with built environments.
BuildSys
Suining He, Bing Wang, Kang G. Shin, Mahan Tabatabaie
2022 J jnl
Driver Maneuver Identification with Multi-Representation Learning and Meta Model Update Designs.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He, Xi Yang
2022 J jnl
Naturalistic E-Scooter Maneuver Recognition with Federated Contrastive Rider Interaction Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He
2022 B conf
Towards Dynamic Crowd Mobility Learning and Meta Model Updates for A Smart Connected Campus.
EWSN
Xi Yang, Suining He, Mahan Tabatabaie, Bing Wang
2022 J jnl
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction.
CoRR
Mahan Tabatabaie, James Maniscalco, Connor Lynch, Suining He
2021 — conf
Reinforced Feature Extraction and Multi-Resolution Learning for Driver Mobility Fingerprint Identification.
SIGSPATIAL/GIS
Mahan Tabatabaie, Suining He, Xi Yang
2021 J jnl
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.
Xi Yang, Suining He, Bing Wang, Mahan Tabatabaie