2025
Spatio-Temporal Keyword Query Processing Based on Key-Value Stores.
Data Sci. Eng., March, 2025
Adversarial Attack and Defense for Commercial Black-box Chinese-English Speech Recognition Systems.
ACM Trans. Priv. Secur., February, 2025
Aspect-aware semantic feature enhanced networks for multimodal aspect-based sentiment analysis.
J. Supercomput., January, 2025
2024
EventAugment: Learning Augmentation Policies From Asynchronous Event-Based Data.
IEEE Trans. Cogn. Dev. Syst., August, 2024
Coupling Makes Better: An Intertwined Neural Network for Taxi and Ridesourcing Demand Co-Prediction.
IEEE Trans. Intell. Transp. Syst., February, 2024
CUPID: An efficient spatio-temporal data engine.
Future Gener. Comput. Syst., 2024
WConF: Weighted Contrastive Fusion for Multimodal Sentiment Analysis.
Proceedings of the Natural Language Processing and Chinese Computing, 2024
TMan: A High-Performance Trajectory Data Management System Based on Key-Value Stores.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Streaming Trajectory Segmentation Based on Stay-Point Detection.
Proceedings of the Database Systems for Advanced Applications, 2024
2023
A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.
IEEE Trans. Knowl. Data Eng., November, 2023
cuRL: A Generic Framework for Bi-Criteria Optimum Path-Finding Based on Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst., February, 2023
Filling Delivery Time Automatically Based on Couriers' Trajectories.
IEEE Trans. Knowl. Data Eng., 2023
TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System.
IEEE Trans. Knowl. Data Eng., 2023
Elf: Erasing-based Lossless Floating-Point Compression.
Proc. VLDB Endow., 2023
Adaptive Encoding Strategies for Erasing-Based Lossless Floating-Point Compression.
CoRR, 2023
Erasing-based lossless compression method for streaming floating-point time series.
CoRR, 2023
A Spatio-temporal Adaptive Personalized Meta-recommender for Next Location.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023
False Correspondence Removal via Revisiting Semantic Context with Position-Attentive Learning.
Proceedings of the IEEE International Conference on Image Processing, 2023
Region Profile Enhanced Urban Spatio-Temporal Prediction via Adaptive Meta-Learning.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
2022
Predicting Fine-Grained Air Quality Based on Deep Neural Networks.
IEEE Trans. Big Data, 2022
MDOE: A Spatiotemporal Event Representation Considering the Magnitude and Density of Events.
IEEE Robotics Autom. Lett., 2022
A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.
CoRR, 2022
Service Time Prediction for Delivery Tasks via Spatial Meta-Learning.
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.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Apache ShardingSphere: A Holistic and Pluggable Platform for Data Sharding.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
2021
JUST-Studio: A Platform for Spatio-Temporal Data Map Designing and Application Building.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021
HALNet: A Hybrid Deep Learning Model for Encrypted C&C Malware Traffic Detection.
Proceedings of the Network and System Security - 15th International Conference, 2021
MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Study Concept Drift in 150-year English Literature.
Proceedings of the 1st Workshop on AI + Informetrics (AII2021) co-located with the iConference 2021, 2021
ICFinder: A Ubiquitous Approach to Detecting Illegal Hazardous Chemical Facilities with Truck Trajectories.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
Distributed Spatio-Temporal k Nearest Neighbors Join.
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Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
SALON: A Universal Stay Point-Based Location Analysis Platform.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
JUST-Traj: A Distributed and Holistic Trajectory Data Management System.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
POI Alias Discovery in Delivery Addresses using User Locations.
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Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
2020
Interactive Bike Lane Planning Using Sharing Bikes' Trajectories.
IEEE Trans. Knowl. Data Eng., 2020
Efficient Path Query Processing Over Massive Trajectories on the Cloud.
IEEE Trans. Big Data, 2020
Dynamic Public Resource Allocation Based on Human Mobility Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Efficient Suspected Infected Crowds Detection Based on Spatio-Temporal Trajectories.
CoRR, 2020
What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities.
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.
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.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
JUST: JD Urban Spatio-Temporal Data Engine.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Discovering Real-Time Reachable Area Using Trajectory Connections.
Proceedings of the Database Systems for Advanced Applications, 2020
Learning to Generate Maps from Trajectories.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2018
Understanding Temporal and Spatial Distribution of Crop Residue Burning in China from 2003 to 2017 Using MODIS Data.
Remote. Sens., 2018
Predicting citywide crowd flows using deep spatio-temporal residual networks.
Artif. Intell., 2018
Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
CloudTP: A Cloud-Based Flexible Trajectory Preprocessing Framework.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
2017
A Cloud-Based Trajectory Data Management System.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
Querying Massive Trajectories by Path on the Cloud.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
A Proposal of NV Center in Nanodiamond Based Magnetometer toward Human Neuron AP Detection.
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Proceedings of the 5th International Conference on Enterprise Systems, 2017
2016
DNN-based prediction model for spatio-temporal data.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
Managing massive trajectories on the cloud.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
2015
CeCaFDB: a curated database for the documentation, visualization and comparative analysis of central carbon metabolic flux distributions explored by 13C-fluxomics.
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Nucleic Acids Res., 2015
Forecasting Fine-Grained Air Quality Based on Big Data.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015