Reinforced Feature Extraction and Multi-Resolution Learning for Driver Mobility Fingerprint Identification. - Mahan Tabatabaie; Suining He; Xi Yang (SIGSPATIAL/GIS, 2021)

Spatio-Temporal Graph Attention Embedding for Joint Crowd Flow and Transition Predictions: A Wi-Fi-based Mobility Case Study. - Xi Yang; Suining He; Bing Wang; Mahan Tabatabaie (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Towards Dynamic Crowd Mobility Learning and Meta Model Updates for A Smart Connected Campus. - Xi Yang; Suining He; Mahan Tabatabaie; Bing Wang (EWSN, 2022)

Cross-zone and extreme-aware mobility learning of crowd interactions with built environments. - Suining He; Bing Wang; Kang G. Shin; Mahan Tabatabaie (BuildSys, 2022)

Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction. - Mahan Tabatabaie; James Maniscalco; Connor Lynch; Suining He (CoRR, 2022)

Naturalistic E-Scooter Maneuver Recognition with Federated Contrastive Rider Interaction Learning. - Mahan Tabatabaie; Suining He (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Driver Maneuver Identification with Multi-Representation Learning and Meta Model Update Designs. - Mahan Tabatabaie; Suining He; Xi Yang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Equity-Aware Cross-Graph Interactive Reinforcement Learning for Bike Station Network Expansion. - Xi Yang; Suining He; Mahan Tabatabaie (SIGSPATIAL/GIS, 2023)

Extreme-Aware Local-Global Attention for Spatio-Temporal Urban Mobility Learning. - Huiqun Huang; Suining He; Mahan Tabatabaie (ICDE, 2023)

Interaction-Aware and Hierarchically-Explainable Heterogeneous Graph-based Imitation Learning for Autonomous Driving Simulation. - Mahan Tabatabaie; Suining He; Kang G. Shin (IROS, 2023)

Cross-Modality Graph-based Language and Sensor Data Co-Learning of Human-Mobility Interaction. - Mahan Tabatabaie; Suining He; Kang G. Shin (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Driver Maneuver Interaction Identification with Anomaly-Aware Federated Learning on Heterogeneous Feature Representations. - Mahan Tabatabaie; Suining He (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

STICAP: Spatio-temporal Interactive Attention for Citywide Crowd Activity Prediction. - Huiqun Huang; Suining He; Xi Yang; Mahan Tabatabaie (ACM Trans. Spatial Algorithms Syst., 2024)

Beyond "Taming Electric Scooters": Disentangling Understandings of Micromobility Naturalistic Riding. - Mahan Tabatabaie; Suining He; Hao Wang 197; Kang G. Shin (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Toward Ubiquitous Interaction-Attentive and Extreme-Aware Crowd Activity Level Prediction. - Huiqun Huang; Xi Yang; Suining He; Mahan Tabatabaie (ACM Trans. Intell. Syst. Technol., 2024)

Cross-Modality and Equity-Aware Graph Pooling Fusion: A Bike Mobility Prediction Study. - Xi Yang; Suining He; Kang G. Shin; Mahan Tabatabaie; Jing Dai (IEEE Trans. Big Data, 2025)