Yi Xu

Orcid: 0000-0002-5259-2875

Affiliations:
  • Beihang University, School of Computer Science and Engineering, Institute of Artificial Intelligence, State Key Laboratory of Software Development Environment, Beijing, China


According to our database1, Yi Xu authored at least 31 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling.
IEEE Trans. Knowl. Data Eng., October, 2024

Multi-Faceted Route Representation Learning for Travel Time Estimation.
IEEE Trans. Intell. Transp. Syst., September, 2024

FedSQ: A Secure System for Federated Vector Similarity Queries.
Proc. VLDB Endow., August, 2024

Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction.
IEEE Trans. Intell. Transp. Syst., March, 2024

Temporal-aware structure-semantic-coupled graph network for traffic forecasting.
Inf. Fusion, 2024

FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

An Efficient Local Differential Privacy Approach for Trajectory Publishing with High Utility.
Proceedings of the Database Systems for Advanced Applications, 2024

2023
Generic Dynamic Graph Convolutional Network for traffic flow forecasting.
Inf. Fusion, December, 2023

Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale.
IEEE Trans. Knowl. Data Eng., October, 2023

Efficient and Secure Skyline Queries Over Vertical Data Federation.
IEEE Trans. Knowl. Data Eng., September, 2023

Heterogeneous Latent Topic Discovery for Semantic Text Mining.
IEEE Trans. Knowl. Data Eng., 2023

Secure Multi-party θ-join Algorithms Toward Data Federation.
Int. J. Softw. Informatics, 2023

Distribution-Sensitive Information Retention for Accurate Binary Neural Network.
Int. J. Comput. Vis., 2023

Efficient and Private Federated Trajectory Matching.
CoRR, 2023

Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism.
Proceedings of the Knowledge Science, Engineering and Management, 2023

Sampling Spatial-Temporal Attention Network for Traffic Forecasting.
Proceedings of the Knowledge Science, Engineering and Management, 2023

Collision-Aware Route Planning in Warehouses Made Efficient: A Strip-based Framework.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Approximate k-Nearest Neighbor Query over Spatial Data Federation.
Proceedings of the Database Systems for Advanced Applications, 2023

2022
An Efficient Insertion Operator in Dynamic Ridesharing Services.
IEEE Trans. Knowl. Data Eng., 2022

Hu-Fu: Efficient and Secure Spatial Queries over Data Federation.
Proc. VLDB Endow., 2022

Hu-Fu: A Data Federation System for Secure Spatial Queries.
Proc. VLDB Endow., 2022

Spatial Semantic Learning for Travel Time Estimation.
Proceedings of the Knowledge Science, Engineering and Management, 2022

Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Secure Multi-party kNN Search in Large-scale Spatial Data Federation.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Fast Nearest Subspace Search via Random Angular Hashing.
IEEE Trans. Multim., 2021

Adaptive Holding for Online Bottleneck Matching with Delays.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020
Privacy preserving online matching on ridesharing platforms.
Neurocomputing, 2020

2019
Online delivery route recommendation in spatial crowdsourcing.
World Wide Web, 2019

Interaction Management in Crowdsourcing.
IEEE Data Eng. Bull., 2019

Incremental Theory Closure Reasoning for Large Scale Knowledge Graphs.
IEEE Access, 2019

2012
Feature grouping and local soft match for mobile visual search.
Pattern Recognit. Lett., 2012


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