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Journal Articles
- 2024
[j7]Mahan Tabatabaie
, Suining He, Hao Wang, Kang G. Shin:
Beyond "Taming Electric Scooters": Disentangling Understandings of Micromobility Naturalistic Riding. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(3): 129:1-129:24 (2024)- [j6]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): 3:1-3:22 (2024) - 2023
- [j5]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): 125:1-125:25 (2023) - [j4]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): 180:1-180:28 (2023) - 2022
- [j3]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): 74:1-74:23 (2022) - [j2]Mahan Tabatabaie, Suining He:
Naturalistic E-Scooter Maneuver Recognition with Federated Contrastive Rider Interaction Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 205:1-205:27 (2022) - 2021
- [j1]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): 187:1-187:24 (2021)
Conference and Workshop Papers
- 2023
- [c6]Xi Yang, Suining He, Mahan Tabatabaie:
Equity-Aware Cross-Graph Interactive Reinforcement Learning for Bike Station Network Expansion. SIGSPATIAL/GIS 2023: 45:1-45:12 - [c5]Huiqun Huang, Suining He, Mahan Tabatabaie:
Extreme-Aware Local-Global Attention for Spatio-Temporal Urban Mobility Learning. ICDE 2023: 1059-1070 - [c4]Mahan Tabatabaie, Suining He, Kang G. Shin:
Interaction-Aware and Hierarchically-Explainable Heterogeneous Graph-based Imitation Learning for Autonomous Driving Simulation. IROS 2023: 3576-3581 - 2022
- [c3]Xi Yang, Suining He, Mahan Tabatabaie, Bing Wang:
Towards Dynamic Crowd Mobility Learning and Meta Model Updates for A Smart Connected Campus. EWSN 2022: 126-137 - [c2]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: 99-108 - 2021
- [c1]Mahan Tabatabaie, Suining He, Xi Yang:
Reinforced Feature Extraction and Multi-Resolution Learning for Driver Mobility Fingerprint Identification. SIGSPATIAL/GIS 2021: 69-80
Informal and Other Publications
- 2022
- [i1]Mahan Tabatabaie, James Maniscalco, Connor Lynch, Suining He:
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction. CoRR abs/2208.06947 (2022)
Coauthor Index
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