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 | 9 | 2021 |
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 | 8 | 2022 |
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 | 6 | 2023 |
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 | 6 | 2022 |
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 | 2 | 2023 |
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 |