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 | 12 | 2022 |
Station correlation attention learning for data-driven bike sharing system usage prediction X Yang, S He, H Huang 2020 IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems …, 2020 | 11 | 2020 |
Spatio-temporal graph attention embedding for joint crowd flow and transition predictions: A wi-fi-based mobility case study X Yang, S He, B Wang, M Tabatabaie Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 10 | 2021 |
Reinforced feature extraction and multi-resolution learning for driver mobility fingerprint identification M Tabatabaie, S He, X Yang Proceedings of the 29th International Conference on Advances in Geographic …, 2021 | 10 | 2021 |
Multi-head spatio-temporal attention mechanism for urban anomaly event prediction H Huang, X Yang, S He Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 10 | 2021 |
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 | 3 | 2023 |
Towards dynamic urban bike usage prediction for station network reconfiguration X Yang, S He arXiv preprint arXiv:2008.07318, 2020 | 3 | 2020 |
Towards Dynamic Crowd Mobility Learning and Meta Model Updates for A Smart Connected Campus X Yang, S He, M Tabatabaie, B Wang International Conference on Embedded Wireless Systems and Networks EWSN, 2022 | 1 | 2022 |
Micromobility Flow Prediction: A Bike Sharing Station-level Study via Multi-level Spatial-Temporal Attention Neural Network XYJWS Han, S He ACM SIGKDD International Workshop on Urban Computing (UrbComp), 2024 | | 2024 |
Toward Ubiquitous Interaction-Attentive and Extreme-Aware Crowd Activity Level Prediction H Huang, X Yang, S He, M Tabatabaie ACM Transactions on Intelligent Systems and Technology, 2024 | | 2024 |
Cross-Modality and Equity-Aware Graph Pooling Fusion: A Bike Mobility Prediction Study X Yang, S He, KG Shin, M Tabatabaie, J Dai IEEE Transactions on Big Data, 2024 | | 2024 |
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 |