LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search.
Proceedings of the ACM on Web Conference 2025, 2025
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search.
CoRR, 2024
Imitation Learning Decision with Driving Style Tuning for Personalized Autonomous Driving.
Proceedings of the Database Systems for Advanced Applications, 2024
Differentially private publication for related POI discovery.
J. Ambient Intell. Humaniz. Comput., 2023
EGL: Efficient Graph Learning with Safety Constrains for Heterogeneous Trajectory Prediction.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2023 International Workshops, 2023
Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Astral: An Autoencoder-Based Model for Pedestrian Trajectory Prediction of Variable-Length.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022
TSummary: A Traffic Summarization System Using Semantic Words.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022