Xiang Lian

Mingsong Chen

Proc. VLDB Endow., March, 2024

HERO: A Hierarchical Set Partitioning and Join Framework for Speeding up the Set Intersection Over Graphs.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, February, 2024

Effective Community Detection Over Streaming Bipartite Networks (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2024

GCLS2: Towards Efficient Community Detection using Graph Contrastive Learning with Structure Semantics.

[BibT_eX]

[DOI]

CoRR, 2024

Dynamic Subgraph Matching via Cost-Model-based Vertex Dominance Embeddings (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2024

Reverse Influential Community Search Over Social Networks (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2024

Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination.

[BibT_eX]

[DOI]

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

Top-L Most Influential Community Detection Over Social Networks.

[BibT_eX]

[DOI]

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

FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation.

[BibT_eX]

[DOI]

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

2023

Distributed probabilistic top-k dominating queries over uncertain databases.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., November, 2023

Top-$k$ Community Similarity Search Over Large-Scale Road Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

$kt$-Safety: Graph Release via $k$-Anonymity and $t$-Closeness.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Range-constrained probabilistic mutual furthest neighbor queries in uncertain databases.

[BibT_eX]

[DOI]

Kovan Bavi

Knowl. Inf. Syst., June, 2023

Triangular Stability Maximization by Influence Spread over Social Networks.

[BibT_eX]

[DOI]

Zheng Hu

Weiguo Zheng

Proc. VLDB Endow., 2023

Top-L Most Influential Community Detection Over Social Networks (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2023

Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding (Technical Report).

[BibT_eX]

[DOI]

Yutong Ye

Mingsong Chen

CoRR, 2023

InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Efficient Processing of Group Planning Queries Over Spatial-Social Networks (Extended Abstract).

[BibT_eX]

[DOI]

Gokarna Sharma

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022

Distributed Multimodal Path Queries.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Maximizing the Utility in Location-Based Mobile Advertising.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Efficient Processing of Group Planning Queries Over Spatial-Social Networks.

[BibT_eX]

[DOI]

Gokarna Sharma

IEEE Trans. Knowl. Data Eng., 2022

kt-Safety: Graph Release via k-Anonymity and t-Closeness (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2022

Learning-Based Data Storage [Vision] (Technical Report).

[BibT_eX]

[DOI]

Xiaofei Zhang

CoRR, 2022

Top-k Community Similarity Search Over Large-Scale Road Networks (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2022

MonitorLight: Reinforcement Learning-based Traffic Signal Control Using Mixed Pressure Monitoring.

[BibT_eX]

[DOI]

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

2021

Fast and Accurate SimRank Computation via Forward Local Push and its Parallelization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

A Comparative Study of Consistent Snapshot Algorithms for Main-Memory Database Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Cohesive Group Nearest Neighbor Queries on Road-Social Networks under Multi-Criteria.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Effective and efficient top-k query processing over incomplete data streams.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Probabilistic Top-k Dominating Queries in Distributed Uncertain Databases (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2021

Online Topic-Aware Entity Resolution Over Incomplete Data Streams (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2021

Online Topic-Aware Entity Resolution Over Incomplete Data Streams.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Top-k Community Similarity Search Over Large Road-Network Graphs.

[BibT_eX]

[DOI]

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

Efficiently Discovering Regions of Interest with User-Defined Score Function.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

2020

Topic-based Community Search over Spatial-Social Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Efficient Path Routing Over Road Networks in the Presence of Ad-Hoc Obstacles.

[BibT_eX]

[DOI]

En Cheng

Inf. Syst., 2020

Topic-based Community Search over Spatial-Social Networks (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2020

2019

Skyline queries over incomplete data streams.

[BibT_eX]

[DOI]

VLDB J., 2019

GCache: Neighborhood-Guided Graph Caching in a Distributed Environment.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

FROG: A Fast and Reliable Crowdsourcing Framework.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Constrained Shortest Path Query in a Large Time-Dependent Graph.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Efficient Path Routing Over Road Networks in the Presence of Ad-Hoc Obstacles (Technical Report).

[BibT_eX]

[DOI]

En Cheng

CoRR, 2019

Skyline Queries Over Incomplete Data Streams (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Join Processing Over Incomplete Data Streams (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2019

Weight-Constrained Route Planning Over Time-Dependent Graphs.

[BibT_eX]

[DOI]

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

Cohesive Group Nearest Neighbor Queries Over Road-Social Networks.

[BibT_eX]

[DOI]

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

Probabilistic Maximum Range-Sum Queries on Spatial Database.

[BibT_eX]

[DOI]

Qiyu Liu

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

Efficient Join Processing Over Incomplete Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Uncertain Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Second-order random walk-based proximity measures in graph analysis: formulations and algorithms.

[BibT_eX]

[DOI]

VLDB J., 2018

Probabilistic Time-Constrained Paths Search over Uncertain Road Networks.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

Matching Heterogeneous Event Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Efficient SimRank Tracking in Dynamic Graphs.

[BibT_eX]

[DOI]

Yue Wang

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

An Efficient Probabilistic Approach for Graph Similarity Search.

[BibT_eX]

[DOI]

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

On Efficiently Detecting Overlapping Communities over Distributed Dynamic Graphs.

[BibT_eX]

[DOI]

Xun Jian

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

2017

Keyword Search over Distributed Graphs with Compressed Signature.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Efficient Ad-Hoc Graph Inference and Matching in Biological Databases.

[BibT_eX]

[DOI]

Dongchul Kim

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Prediction-Based Task Assignment in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

Online Subgraph Skyline Analysis over Knowledge Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

RSkNN: kNN Search on Road Networks by Incorporating Social Influence.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Quality-Aware Subgraph Matching Over Inconsistent Probabilistic Graph Databases.

[BibT_eX]

[DOI]

Guoren Wang

IEEE Trans. Knowl. Data Eng., 2016

Task Assignment on Multi-Skill Oriented Spatial Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

FROG: A Fast and Reliable Crowdsourcing Framework (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2016

2015

Efficient Graph Similarity Search Over Large Graph Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Keyword Search Over Probabilistic RDF Graphs.

[BibT_eX]

[DOI]

Zi Huang

IEEE Trans. Knowl. Data Eng., 2015

Subgraph Matching with Set Similarity in a Large Graph Database.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Reliable Diversity-Based Spatial Crowdsourcing by Moving Workers.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach.

[BibT_eX]

[DOI]

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

2014

Trip Planner Over Probabilistic Time-Dependent Road Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

SQBC: An efficient subgraph matching method over large and dense graphs.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Reliable Diversity-Based Spatial Crowdsourcing by Moving Workers.

[BibT_eX]

[DOI]

CoRR, 2014

Matching heterogeneous event data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Efficient Subgraph Skyline Search Over Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

k-nearest keyword search in RDF graphs.

[BibT_eX]

[DOI]

J. Web Semant., 2013

Probabilistic top-k dominating queries in uncertain databases.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Efficient processing of probabilistic group subspace skyline queries in uncertain databases.

[BibT_eX]

[DOI]

Inf. Syst., 2013

Graph similarity search with edit distance constraint in large graph databases.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Causality and responsibility: probabilistic queries revisited in uncertain databases.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Query Processing over Uncertain Databases

[BibT_eX]

[DOI]

Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01896-1, 2012

Subspace Similarity Search under Lp-Norm.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Continuous monitoring of skylines over uncertain data streams.

[BibT_eX]

[DOI]

Inf. Sci., 2012

UTPB: A Benchmark for Scientific Workflow Provenance Storage and Querying Systems.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE World Congress on Services, 2012

Query Processing over Uncertain and Probabilistic Databases.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2012

2011

Shooting top-k stars in uncertain databases.

[BibT_eX]

[DOI]

VLDB J., 2011

Probabilistic inverse ranking queries in uncertain databases.

[BibT_eX]

[DOI]

VLDB J., 2011

The World in a Nutshell: Concise Range Queries.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Similarity Join Processing on Uncertain Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Finding the least influenced set in uncertain databases.

[BibT_eX]

[DOI]

Guoren Wang

Inf. Syst., 2011

Probabilistic Time Consistent Queries over Moving Objects.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2011

Efficient query answering in probabilistic RDF graphs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Managing uncertain spatio-temporal data.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Querying and Mining Uncertain Spatio-Temporal Data, 2011

Cost-efficient repair in inconsistent probabilistic databases.

[BibT_eX]

[DOI]

Yincheng Lin

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Reverse skyline search in uncertain databases.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2010

Ranked Query Processing in Uncertain Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

A Generic Framework for Handling Uncertain Data with Local Correlations.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Set Similarity Join on Probabilistic Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Development of foundation models for Internet of Things.

[BibT_eX]

[DOI]

Mitchell M. Tseng

Frontiers Comput. Sci. China, 2010

Consistent query answers in inconsistent probabilistic databases.

[BibT_eX]

[DOI]

Shaoxu Song

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

2009

Efficient processing of probabilistic reverse nearest neighbor queries over uncertain data.

[BibT_eX]

[DOI]

VLDB J., 2009

Multiscale Representations for Fast Pattern Matching in Stream Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Efficient Similarity Join over Multiple Stream Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

General Cost Models for Evaluating Dimensionality Reduction in High-Dimensional Spaces.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Efficient Processing of Metric Skyline Queries.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

A Concise Representation of Range Queries.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Top-k dominating queries in uncertain databases.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

Probabilistic Inverse Ranking Queries over Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

Efficient join processing on uncertain data streams.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Probabilistic Group Nearest Neighbor Queries in Uncertain Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Efficient Similarity Search over Future Stream Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Efficient Similarity Search in Nonmetric Spaces with Local Constant Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Monochromatic and bichromatic reverse skyline search over uncertain databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Pattern Matching over Cloaked Time Series.

[BibT_eX]

[DOI]

Jeffrey Xu Yu

Proceedings of the 24th International Conference on Data Engineering, 2008

Similarity Search in Arbitrary Subspaces Under Lp-Norm.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Probabilistic ranked queries in uncertain databases.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

Dynamic skyline queries in metric spaces.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

2007

Multidimensional reverse k NN search.

[BibT_eX]

[DOI]

VLDB J., 2007

Random Sampling for Continuous Streams with Arbitrary Updates.

[BibT_eX]

[DOI]

Yufei Tao

Dimitris Papadias

Marios Hadjieleftheriou

IEEE Trans. Knowl. Data Eng., 2007

Indexable PLA for Efficient Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Similarity Match Over High Speed Time-Series Streams.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

A General Cost Model for Dimensionality Reduction in High Dimensional Spaces.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Approximate Similarity Search over Multiple Stream Time Series.

[BibT_eX]

[DOI]

Bin Wang

Proceedings of the Advances in Databases: Concepts, 2007

2006

Efficient Methods on Predictions for Similarity Search over Stream Time Series.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

2004

Reverse kNN Search in Arbitrary Dimensionality.

[BibT_eX]

[DOI]

Yufei Tao

Dimitris Papadias