Sijie Ruan

Orcid: 0000-0002-4520-7174

According to our database¹, Sijie Ruan authored at least 45 papers between 2017 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Spatial Meta Learning With Comprehensive Prior Knowledge Injection for Service Time Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., February, 2025

2024

PETNet: Plaintext-aware encrypted traffic detection network for identifying Cobalt Strike HTTPS traffics.

[BibT_eX]

[DOI]

Comput. Networks, January, 2024

DelvMap: Completing Residential Roads in Maps Based on Couriers' Trajectories and Satellite Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

A lightweight multi-layer perceptron for efficient multivariate time series forecasting.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

DWCL: Dual-Weighted Contrastive Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

CoRR, 2024

TwinS: Revisiting Non-Stationarity in Multivariate Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2024

DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Urban Sensing for Multi-Destination Workers via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

TrafCL: Robust Encrypted Malicious Traffic Detection via Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Filling Delivery Time Automatically Based on Couriers' Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy.

[BibT_eX]

[DOI]

CoRR, 2023

SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Novel Approach for Company Real Workplace Identification via E-commercial Data.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

CD-BNN: Causal Discovery with Bayesian Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

Fine-Grained Urban Flow Inference.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Modeling Trajectories with Multi-task Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

Service Time Prediction for Delivery Tasks via Spatial Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Discovering Actual Delivery Locations from Mis-Annotated Couriers' Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

TLDS: A Transfer-Learning-Based Delivery Station Location Selection Pipeline.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

ICFinder: A Ubiquitous Approach to Detecting Illegal Hazardous Chemical Facilities with Truck Trajectories.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Distributed Spatio-Temporal k Nearest Neighbors Join.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

SALON: A Universal Stay Point-Based Location Analysis Platform.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

POI Alias Discovery in Delivery Addresses using User Locations.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

Interactive Bike Lane Planning Using Sharing Bikes' Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Efficient Path Query Processing Over Massive Trajectories on the Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

Dynamic Public Resource Allocation Based on Human Mobility Prediction.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

JUST: JD Urban Spatio-Temporal Data Engine.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Discovering Real-Time Reachable Area Using Trajectory Connections.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Learning to Generate Maps from Trajectories.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

UrbanFM: Inferring Fine-Grained Urban Flows.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Effective Recycling Planning for Dockless Sharing Bikes.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

CloudTP: A Cloud-Based Flexible Trajectory Preprocessing Framework.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Planning Bike Lanes based on Sharing-Bikes' Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A Cloud-Based Trajectory Data Management System.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Querying Massive Trajectories by Path on the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Sijie Ruan

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