Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Self-Guided Learning to Denoise for Robust Recommendation.

[BibT_eX]

[DOI]

Yunjun Gao

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Less-forgetting Multi-lingual Fine-tuning.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities.

[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

Spatio-Temporal Trajectory Similarity Learning in Road Networks.

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[DOI]

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

When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters.

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[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Reliable Community Search on Uncertain Graphs.

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[DOI]

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

PinSQL: Pinpoint Root Cause SQLs to Resolve Performance Issues in Cloud Databases.

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[DOI]

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

Evolutionary Clustering of Moving Objects.

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[DOI]

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

MTTPRE: a multi-scale spatial-temporal model for travel time prediction.

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[DOI]

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

An Interactive Data Imputation System.

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[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

2021

Dragoon: a hybrid and efficient big trajectory management system for offline and online analytics.

[BibT_eX]

[DOI]

VLDB J., 2021

Answering Skyline Queries Over Incomplete Data With Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Statistical Inference of Diffusion Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

SpeakNav: Voice-based Route Description Language Understanding for Template Driven Path Search.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Efficient and Effective Data Imputation with Influence Functions.

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[DOI]

Proc. VLDB Endow., 2021

TRACE: Real-time Compression of Streaming Trajectories in Road Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

LargeEA: Aligning Entities for Large-scale Knowledge Graphs.

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[DOI]

Proc. VLDB Endow., 2021

MDTP: A Multi-source Deep Traffic Prediction Framework over Spatio-Temporal Trajectory Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

ST2Vec: Spatio-Temporal Trajectory Similarity Learning in Road Networks.

[BibT_eX]

[DOI]

CoRR, 2021

FastSGD: A Fast Compressed SGD Framework for Distributed Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2021

SMS: An Efficient Source Model Selection Framework for Model Reuse.

[BibT_eX]

[DOI]

CoRR, 2021

Evolutionary Clustering of Streaming Trajectories.

[BibT_eX]

[DOI]

CoRR, 2021

CollaborER: A Self-supervised Entity Resolution Framework Using Multi-features Collaboration.

[BibT_eX]

[DOI]

CoRR, 2021

Make It Easy: An Effective End-to-End Entity Alignment Framework.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition.

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[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Towards Query Pricing on Incomplete Data (Extended Abstract).

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[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

SOUP: A Fleet Management System for Passenger Demand Prediction and Competitive Taxi Supply.

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[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

E<sup>2</sup>DTC: An End to End Deep Trajectory Clustering Framework via Self-Training.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Towards distributed node similarity search on graphs.

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[DOI]

World Wide Web, 2020

Distributed time-respecting flow graph pattern matching on temporal graphs.

[BibT_eX]

[DOI]

World Wide Web, 2020

Context-aware, preference-based vehicle routing.

[BibT_eX]

[DOI]

VLDB J., 2020

Compression of Uncertain Trajectories in Road Networks.

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[DOI]

Proc. VLDB Endow., 2020

Spatial-Temporal Demand Forecasting and Competitive Supply via Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Indexing Metric Spaces for Exact Similarity Search.

[BibT_eX]

[DOI]

CoRR, 2020

CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification.

[BibT_eX]

[DOI]

CoRR, 2020

CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Online Trichromatic Pickup and Delivery Scheduling in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Nguyen Quoc Viet Hung

Guanfeng Liu

GuoHui Li

Kai Zheng

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

Answering Skyline Queries over Incomplete Data with Crowdsourcing(Extended Abstract).

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[DOI]

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

Efficient Group Processing for Multiple Reverse Top-k Geo-Social Keyword Queries.

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[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

2019

Guest editorial: special issue on Web data querying, mining, and privacy preserving.

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[DOI]

Yunjun Gao

Lu Chen

World Wide Web, 2019

Efficient distributed reachability querying of massive temporal graphs.

[BibT_eX]

[DOI]

VLDB J., 2019

IHCS: An Integrated Hybrid Cleaning System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories.

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[DOI]

Proc. VLDB Endow., 2019

Distributed Similarity Queries in Metric Spaces.

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[DOI]

Data Sci. Eng., 2019

Efficient Similarity Search on Quasi-Metric Graphs.

[BibT_eX]

[DOI]

IEEE Access, 2019

DBSCAN-MS: Distributed Density-Based Clustering in Metric Spaces.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Efficient and Incremental Clustering Algorithms on Star-Schema Heterogeneous Graphs.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

UlTraMan: A Unified Platform for Big Trajectory Data Management and Analytics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

PTRider: A Price-and-Time-Aware Ridesharing System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Special Issue Editorial.

[BibT_eX]

[DOI]

Yunjun Gao

Lu Chen

Data Sci. Eng., 2018

Recurrent Multi-Graph Neural Networks for Travel Cost Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

VIPTRA: Visualization and Interactive Processing on Big Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Price-and-Time-Aware Dynamic Ridesharing.

[BibT_eX]

[DOI]

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

Metric Similarity Joins Using MapReduce (Extended Abstract).

[BibT_eX]

[DOI]

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

Scalable Hypergraph-Based Image Retrieval and Tagging System.

[BibT_eX]

[DOI]

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

Aggregate k Nearest Neighbor Queries in Metric Spaces.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

Distributed k-Nearest Neighbor Queries in Metric Spaces.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

Indexing metric uncertain data for range queries and range joins.

[BibT_eX]

[DOI]

VLDB J., 2017

Metric Similarity Joins Using MapReduce.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Efficient Metric Indexing for Similarity Search and Similarity Joins.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Pivot-based Metric Indexing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

2016

Metric All-k-Nearest-Neighbor Search.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Efficient Metric All-k-Nearest-Neighbor Search on Datasets Without Any Index.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2016

Probabilistic skyline queries on uncertain time series.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Answering why-not questions on metric probabilistic range queries.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Efficient k-closest pair queries in general metric spaces.

[BibT_eX]

[DOI]

VLDB J., 2015

I2RS: A Distributed Geo-Textual Image Retrieval and Recommendation System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Efficient algorithms for finding the most desirable skyline objects.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

On efficient k-optimal-location-selection query processing in metric spaces.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Indexing Metric Uncertain Data for Range Queries.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Computing Skyline Probabilities on Uncertain Time Series.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Efficient metric indexing for similarity search.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2013

Reverse Top-k Group Nearest Neighbor Search.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Browse with a social web directory.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Commodity query by snapping.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Mapping queries to questions: towards understanding users' information needs.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

On Efficient k-Skyband Query Processing over Incomplete Data.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2013

Parallel k-Skyband Computation on Multicore Architecture.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2012

All-Visible-k-Nearest-Neighbor Queries.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2012

Lu Chen

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