Ying Zhang

Orcid: 0000-0002-2674-1638

Affiliations:
  • University of Technology Sydney, School of Software, Centre for Artificial Intelligence, NSW, Australia (since 2014)
  • University of News South Wales & NICTA, Kensington, NSW, Australia (PhD 2008)


According to our database1, Ying Zhang authored at least 261 papers between 2006 and 2024.

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Bibliography

2024
BigSet: An Efficient Set Intersection Approach.
IEEE Trans. Knowl. Data Eng., December, 2024

Deep Learning Approaches for Similarity Computation: A Survey.
IEEE Trans. Knowl. Data Eng., December, 2024

Discovering critical vertices for reinforcement of large-scale bipartite networks.
VLDB J., November, 2024

Discovering and Maintaining the Best $k$k in Core Decomposition.
IEEE Trans. Knowl. Data Eng., November, 2024

Efficient algorithms for reachability and path queries on temporal bipartite graphs.
VLDB J., September, 2024

Maintaining Top-$t$ Cores in Dynamic Graphs.
IEEE Trans. Knowl. Data Eng., September, 2024

Efficient Maximal Frequent Group Enumeration in Temporal Bipartite Graphs.
Proc. VLDB Endow., July, 2024

Efficient kNN Search in Public Transportation Networks.
Proc. VLDB Endow., July, 2024

Efficient Influence Minimization via Node Blocking.
Proc. VLDB Endow., June, 2024

Label-constrained shortest path query processing on road networks.
VLDB J., May, 2024

Efficient Unsupervised Community Search with Pre-trained Graph Transformer.
Proc. VLDB Endow., May, 2024

Denoising Variational Graph of Graphs Auto-Encoder for Predicting Structured Entity Interactions.
IEEE Trans. Knowl. Data Eng., March, 2024

Influence maximization on hypergraphs via multi-hop influence estimation.
Inf. Process. Manag., March, 2024

Rumor blocking with pertinence set in large graphs.
World Wide Web (WWW), January, 2024

Querying Structural Diversity in Streaming Graphs.
Proc. VLDB Endow., January, 2024

Missing Data Imputation with Uncertainty-Driven Network.
Proc. ACM Manag. Data, 2024

Graph Summarization: Compactness Meets Efficiency.
Proc. ACM Manag. Data, 2024

Simple and deep graph attention networks.
Knowl. Based Syst., 2024

Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning.
CoRR, 2024

TCGU: Data-centric Graph Unlearning based on Transferable Condensation.
CoRR, 2024

Towards a Converged Relational-Graph Optimization Framework.
CoRR, 2024

RIDA: A Robust Attack Framework on Incomplete Graphs.
CoRR, 2024

Deep Overlapping Community Search via Subspace Embedding.
CoRR, 2024

Neural Attributed Community Search at Billion Scale.
CoRR, 2024

FIT-RAG: Black-Box RAG with Factual Information and Token Reduction.
CoRR, 2024

Query2GMM: Learning Representation with Gaussian Mixture Model for Reasoning over Knowledge Graphs.
Proceedings of the ACM on Web Conference 2024, 2024

Targeted Filter Bubbles Mitigating via Edges Insertion.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Critical Nodes Detection: Node Merging Approach.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Hypergraph Self-supervised Learning with Sampling-efficient Signals.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Efficient Maximal Temporal Plex Enumeration.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Bipartite Graph Analytics: Current Techniques and Future Trends.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Butterfly Counting over Bipartite Graphs with Local Differential Privacy.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

TimeSGN: Scalable and Effective Temporal Graph Neural Network.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

DSPC: Efficiently Answering Shortest Path Counting on Dynamic Graphs.
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023
Anti-Money Laundering by Group-Aware Deep Graph Learning.
IEEE Trans. Knowl. Data Eng., December, 2023

FPGN: follower prediction framework for infectious disease prevention.
World Wide Web (WWW), November, 2023

When hierarchy meets 2-hop-labeling: efficient shortest distance and path queries on road networks.
VLDB J., November, 2023

Cohesive Subgraph Discovery Over Uncertain Bipartite Graphs.
IEEE Trans. Knowl. Data Eng., November, 2023

Efficient Subhypergraph Matching Based on Hyperedge Features.
IEEE Trans. Knowl. Data Eng., June, 2023

Accelerated butterfly counting with vertex priority on bipartite graphs.
VLDB J., March, 2023

Discovering Significant Communities on Bipartite Graphs: An Index-Based Approach.
IEEE Trans. Knowl. Data Eng., March, 2023

ScaleG: A Distributed Disk-Based System for Vertex-Centric Graph Processing.
IEEE Trans. Knowl. Data Eng., 2023

Billion-Scale Bipartite Graph Embedding: A Global-Local Induced Approach.
Proc. VLDB Endow., 2023

Scaling Up k-Clique Densest Subgraph Detection.
Proc. ACM Manag. Data, 2023

Query2GMM: Learning Representation with Gaussian Mixture Model for Reasoning over Knowledge Graphs.
CoRR, 2023

Group-based Fraud Detection Network on e-Commerce Platforms.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Distributed Near-Maximum Independent Set Maintenance over Large-scale Dynamic Graphs.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Efficient Maximum Signed Biclique Identification.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Towards Higher-order Topological Consistency for Unsupervised Network Alignment.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Efficiently Answering Quality Constrained Shortest Distance Queries in Large Graphs.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Efficient and Effective Path Compression in Large Graphs.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

HGMatch: A Match-by-Hyperedge Approach for Subgraph Matching on Hypergraphs.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Efficient Maximum Relative Fair Clique Computation in Attributed Graphs.
Proceedings of the Databases Theory and Applications, 2023

Discovering Densest Subgraph over Heterogeneous Information Networks.
Proceedings of the Databases Theory and Applications, 2023

Balanced Hop-Constrained Path Enumeration in Signed Directed Graphs.
Proceedings of the Databases Theory and Applications, 2023

2022
General graph generators: experiments, analyses, and improvements.
VLDB J., 2022

Span-reachability querying in large temporal graphs.
VLDB J., 2022

Towards efficient solutions of bitruss decomposition for large-scale bipartite graphs.
VLDB J., 2022

Answering reachability and K-reach queries on large graphs with label constraints.
VLDB J., 2022

Maximum and top-k diversified biclique search at scale.
VLDB J., 2022

Anchored coreness: efficient reinforcement of social networks.
VLDB J., 2022

Distance labeling: on parallelism, compression, and ordering.
VLDB J., 2022

Continuous monitoring of moving skyline and top-k queries.
VLDB J., 2022

Computing K-Cores in Large Uncertain Graphs: An Index-Based Optimal Approach.
IEEE Trans. Knowl. Data Eng., 2022

Stable Community Detection in Signed Social Networks.
IEEE Trans. Knowl. Data Eng., 2022

Graph Neural Network for Fraud Detection via Spatial-Temporal Attention.
IEEE Trans. Knowl. Data Eng., 2022

A Synopsis Based Approach for Itemset Frequency Estimation over Massive Multi-Transaction Stream.
ACM Trans. Knowl. Discov. Data, 2022

Shortest-Path Queries on Complex Networks: Experiments, Analyses, and Improvement.
Proc. VLDB Endow., 2022

Efficient Shortest Path Counting on Large Road Networks.
Proc. VLDB Endow., 2022

Efficient processing of <i>k</i>-regret minimization queries with theoretical guarantees.
Inf. Sci., 2022

Neural Subgraph Counting with Wasserstein Estimator.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

On Scalable Computation of Graph Eccentricities.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Efficient Computation of Cohesive Subgraphs in Uncertain Bipartite Graphs.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Reachability Labeling for Distributed Graphs.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

TMN: Trajectory Matching Networks for Predicting Similarity.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Efficient Learning-based Community-Preserving Graph Generation.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Discovering Hierarchy of Bipartite Graphs with Cohesive Subgraphs.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Efficient Reinforcement of Bipartite Networks at Billion Scale.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Towards Real-Time Counting Shortest Cycles on Dynamic Graphs: A Hub Labeling Approach.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Hierarchical Core Decomposition in Parallel: From Construction to Subgraph Search.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Binarized graph neural network.
World Wide Web, 2021

Efficient Hop-constrained s-t Simple Path Enumeration.
VLDB J., 2021

EI-LSH: An early-termination driven I/O efficient incremental c-approximate nearest neighbor search.
VLDB J., 2021

Efficient and High-Quality Seeded Graph Matching: Employing Higher-order Structural Information.
ACM Trans. Knowl. Discov. Data, 2021

Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach.
Proc. VLDB Endow., 2021

On Querying Historical K-Cores.
Proc. VLDB Endow., 2021

Efficiently Answering Reachability and Path Queries on Temporal Bipartite Graphs.
Proc. VLDB Endow., 2021

Discovering fortress-like cohesive subgraphs.
Knowl. Inf. Syst., 2021

Communication-Efficient Distributed Covariance Sketch, with Application to Distributed PCA.
J. Mach. Learn. Res., 2021

Exploring cohesive subgraphs with vertex engagement and tie strength in bipartite graphs.
Inf. Sci., 2021

Towards User Engagement Dynamics in Social Networks.
CoRR, 2021

Efficient Processing of k-regret Minimization Queries with Theoretical Guarantees.
CoRR, 2021

Interpretable Pneumonia Detection by Combining Deep Learning and Explainable Models With Multisource Data.
IEEE Access, 2021

High-Dimensional Similarity Query Processing for Data Science.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Efficient Matrix Factorization on Heterogeneous CPU-GPU Systems.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

DPTL+: Efficient Parallel Triangle Listing on Batch-Dynamic Graphs.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

T3S: Effective Representation Learning for Trajectory Similarity Computation.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Efficient and Effective Community Search on Large-scale Bipartite Graphs.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Efficient Community Search with Size Constraint.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Pareto-optimal Community Search on Large Bipartite Graphs.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

A Cohesive Structure Based Bipartite Graph Analytics System.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

DLQ: A System for Label-Constrained Reachability Queries on Dynamic Graphs.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Correction: A survey of community search over big graphs.
VLDB J., 2020

A survey of community search over big graphs.
VLDB J., 2020

Finding Critical Users in Social Communities: The Collapsed Core and Truss Problems.
IEEE Trans. Knowl. Data Eng., 2020

Approximate Nearest Neighbor Search on High Dimensional Data - Experiments, Analyses, and Improvement.
IEEE Trans. Knowl. Data Eng., 2020

ESPM: Efficient Spatial Pattern Matching.
IEEE Trans. Knowl. Data Eng., 2020

Mitigating the Impact of Data Sampling on Social Media Analysis and Mining.
IEEE Trans. Comput. Soc. Syst., 2020

Similarity Query Processing for High-Dimensional Data.
Proc. VLDB Endow., 2020

Answering Billion-Scale Label-Constrained Reachability Queries within Microsecond.
Proc. VLDB Endow., 2020

Efficient Shortest Path Index Maintenance on Dynamic Road Networks with Theoretical Guarantees.
Proc. VLDB Endow., 2020

Maximum Biclique Search at Billion Scale.
Proc. VLDB Endow., 2020

Graph3S: A Simple, Speedy and Scalable Distributed Graph Processing System.
CoRR, 2020

Applying a Systematic Literature Review and Content Analysis Method to Analyse Open Source Developers' Forking Motivation Interpretation, Categories and Consequences.
Australas. J. Inf. Syst., 2020

Hurricane in Bipartite Graphs: The Lethal Nodes of Butterflies.
Proceedings of the SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management, 2020

Progressive Top-K Nearest Neighbors Search in Large Road Networks.
Proceedings of the 2020 International Conference on Management of Data, 2020

Global Reinforcement of Social Networks: The Anchored Coreness Problem.
Proceedings of the 2020 International Conference on Management of Data, 2020

Scaling Up Distance Labeling on Graphs with Core-Periphery Properties.
Proceedings of the 2020 International Conference on Management of Data, 2020

Knowledge Graph-based Event Embedding Framework for Financial Quantitative Investments.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Risk Guarantee Prediction in Networked-Loans.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Distributed Streaming Set Similarity Join.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Efficiently Answering Span-Reachability Queries in Large Temporal Graphs.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Efficient Bitruss Decomposition for Large-scale Bipartite Graphs.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

I/O Efficient Approximate Nearest Neighbour Search based on Learned Functions.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Finding the Best k in Core Decomposition: A Time and Space Optimal Solution.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

ESPM: Efficient Spatial Pattern Matching (Extended Abstract).
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Exploring Finer Granularity within the Cores: Efficient (k, p)-Core Computation.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

AOT: Pushing the Efficiency Boundary of Main-Memory Triangle Listing.
Proceedings of the Database Systems for Advanced Applications, 2020

Discovering Cliques in Signed Networks Based on Balance Theory.
Proceedings of the Database Systems for Advanced Applications, 2020

I/O Efficient Algorithm for c-Approximate Furthest Neighbor Search in High-Dimensional Space.
Proceedings of the Database Systems for Advanced Applications, 2020

Efficient Graph Hierarchical Decomposition with User Engagement and Tie Strength.
Proceedings of the Database Systems for Advanced Applications, 2020

2019
Efficient community discovery with user engagement and similarity.
VLDB J., 2019

Leveraging set relations in exact and dynamic set similarity join.
VLDB J., 2019

Eccentricities on small-world networks.
VLDB J., 2019

I/O Efficient Core Graph Decomposition: Application to Degeneracy Ordering.
IEEE Trans. Knowl. Data Eng., 2019

Fully Dynamic Depth-First Search in Directed Graphs.
Proc. VLDB Endow., 2019

Vertex Priority Based Butterfly Counting for Large-scale Bipartite Networks.
Proc. VLDB Endow., 2019

Hop-constrained s-t Simple Path Enumeration: Towards Bridging Theory and Practice.
Proc. VLDB Endow., 2019

Efficient Progressive Minimum k-core Search.
Proc. VLDB Endow., 2019

Distributed Subgraph Matching on Timely Dataflow.
Proc. VLDB Endow., 2019

Cost optimization based on influence and user preference.
Knowl. Inf. Syst., 2019

Selectivity Estimation on Set Containment Search.
Data Sci. Eng., 2019

VulnDS: Top-k Vulnerable SME Detection System in Networked-Loans.
CoRR, 2019

A Survey and Experimental Analysis of Distributed Subgraph Matching.
CoRR, 2019

Predicting open source programming language repository file survivability from forking data.
Proceedings of the 15th International Symposium on Open Collaboration, 2019

Scaling Distance Labeling on Small-World Networks.
Proceedings of the 2019 International Conference on Management of Data, 2019

Efficient Maximal Spatial Clique Enumeration.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Hierarchical Decomposition of Big Graphs.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

GB-KMV: An Augmented KMV Sketch for Approximate Containment Similarity Search.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Index-Based Optimal Algorithm for Computing K-Cores in Large Uncertain Graphs.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Enumerating k-Vertex Connected Components in Large Graphs.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

I-LSH: I/O Efficient c-Approximate Nearest Neighbor Search in High-Dimensional Space.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Accelerate MaxBRkNN Search by kNN Estimation.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Selecting the Optimal Groups: Efficiently Computing Skyline k-Cliques.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Efficient set containment join.
VLDB J., 2018

Online Product Quantization.
IEEE Trans. Knowl. Data Eng., 2018

Real-time Constrained Cycle Detection in Large Dynamic Graphs.
Proc. VLDB Endow., 2018

Voiceprint recognition of Parkinson patients based on deep learning.
CoRR, 2018

Efficient and High-Quality Seeded Graph Matching: Employing High Order Structural Information.
CoRR, 2018

When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks.
Proceedings of the 2018 International Conference on Management of Data, 2018

Efficiently Reinforcing Social Networks over User Engagement and Tie Strength.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Efficient Probabilistic K-Core Computation on Uncertain Graphs.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Exacting Eccentricity for Small-World Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Discovering Strong Communities with User Engagement and Tie Strength.
Proceedings of the Database Systems for Advanced Applications, 2018

Maximize Spatial Influence of Facility Bundle Considering Reverse k Nearest Neighbors.
Proceedings of the Database Systems for Advanced Applications, 2018

An Efficient Exact Nearest Neighbor Search by Compounded Embedding.
Proceedings of the Database Systems for Advanced Applications, 2018

Finding Maximal Stable Cores in Social Networks.
Proceedings of the Databases Theory and Applications, 2018

Maintaining Boolean Top-K Spatial Temporal Results in Publish-Subscribe Systems.
Proceedings of the Databases Theory and Applications, 2018

2017
Categorical top-k spatial influence query.
World Wide Web, 2017

Reverse k nearest neighbors queries and spatial reverse top-k queries.
VLDB J., 2017

Top-k spatial-keyword publish/subscribe over sliding window.
VLDB J., 2017

Bring Order into the Samples: A Novel Scalable Method for Influence Maximization.
IEEE Trans. Knowl. Data Eng., 2017

Efficient Distance-Aware Influence Maximization in Geo-Social Networks.
IEEE Trans. Knowl. Data Eng., 2017

OLAK: An Efficient Algorithm to Prevent Unraveling in Social Networks.
Proc. VLDB Endow., 2017

When Engagement Meets Similarity: Efficient (k, r)-Core Computation on Social Networks.
Proc. VLDB Endow., 2017

Efficient Structural Graph Clustering: An Index-Based Approach.
Proc. VLDB Endow., 2017

Leveraging Set Relations in Exact Set Similarity Join.
Proc. VLDB Endow., 2017

Enumerating k-Vertex Connected Components in Large Graphs.
CoRR, 2017

Efficient Matrix Sketching over Distributed Data.
Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2017

A Fast Order-Based Approach for Core Maintenance.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

TT-Join: Efficient Set Containment Join.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Bring Order into the Samples: A Novel Scalable Method for Influence Maximization (Extended Abstract).
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Protecting Location Privacy in Spatial Crowdsourcing using Encrypted Data.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

DSKQ: A System for Efficient Processing of Diversified Spatial-Keyword Query.
Proceedings of the Databases Theory and Applications, 2017

Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Inverted Linear Quadtree: Efficient Top K Spatial Keyword Search.
IEEE Trans. Knowl. Data Eng., 2016

Efficient Probabilistic Supergraph Search.
IEEE Trans. Knowl. Data Eng., 2016

Efficient Identification of Local Keyword Patterns in Microblogging Platforms.
IEEE Trans. Knowl. Data Eng., 2016

SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window.
Proc. VLDB Endow., 2016

Scalable Distributed Subgraph Enumeration.
Proc. VLDB Endow., 2016

Approximate Nearest Neighbor Search on High Dimensional Data - Experiments, Analyses, and Improvement (v1.0).
CoRR, 2016

Influence based cost optimization on user preference.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

I/O efficient Core Graph Decomposition at web scale.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Distance-aware influence maximization in geo-social network.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Efficiently computing reverse k furthest neighbors.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

SKPS: Towards Efficient Processing of Spatial-Keyword Publish/Subscribe System.
Proceedings of the Databases Theory and Applications, 2016

EDMS: A System for Efficient Processing Distance-Aware Influence Maximization.
Proceedings of the Databases Theory and Applications, 2016

2015
Probabilistic n-of-N skyline computation over uncertain data streams.
World Wide Web, 2015

AP-Tree: efficiently support location-aware Publish/Subscribe.
VLDB J., 2015

Finding Top k Most Influential Spatial Facilities over Uncertain Objects.
IEEE Trans. Knowl. Data Eng., 2015

Optimal Enumeration: Efficient Top-k Tree Matching.
Proc. VLDB Endow., 2015

Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Selecting Representative Objects Considering Coverage and Diversity.
Proceedings of the Second International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, 2015

AP-Tree: Efficiently support continuous spatial-keyword queries over stream.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Spatial Keyword Range Search on Trajectories.
Proceedings of the Database Systems for Advanced Applications, 2015

Range Search on Uncertain Trajectories.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Efficient top-k similarity join processing over multi-valued objects.
World Wide Web, 2014

Consensus-Based Ranking of Multivalued Objects: A Generalized Borda Count Approach.
IEEE Trans. Knowl. Data Eng., 2014

Effectively Indexing the Multidimensional Uncertain Objects.
IEEE Trans. Knowl. Data Eng., 2014

Selectivity Estimation on Streaming Spatio-Textual Data Using Local Correlations.
Proc. VLDB Endow., 2014

SRS: Solving c-Approximate Nearest Neighbor Queries in High Dimensional Euclidean Space with a Tiny Index.
Proc. VLDB Endow., 2014

Matching dominance: capture the semantics of dominance for multi-dimensional uncertain objects.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Efficiently identify local frequent keyword co-occurrence patterns in geo-tagged Twitter stream.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

SLICE: Reviving regions-based pruning for reverse k nearest neighbors queries.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Diversified Spatial Keyword Search On Road Networks.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Identifying Top k Dominating Objects over Uncertain Data.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
Efficient general spatial skyline computation.
World Wide Web, 2013

Probabilistic skyline operator over sliding windows.
Inf. Syst., 2013

Probabilistic k-Skyband Operator over Sliding Windows.
Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Skyline probability over uncertain preferences.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

A safe zone based approach for monitoring moving skyline queries.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

AVR-Tree: Speeding Up the NN and ANN Queries on Location Data.
Proceedings of the Database Systems for Advanced Applications, 2013

Probabilistic Top-k Dominating Query over Sliding Windows.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2012
Continuous reverse k nearest neighbors queries in Euclidean space and in spatial networks.
VLDB J., 2012

Efficiently processing snapshot and continuous reverse k nearest neighbors queries.
VLDB J., 2012

Stochastic skylines.
ACM Trans. Database Syst., 2012

Efficient Computation of Range Aggregates against Uncertain Location-Based Queries.
IEEE Trans. Knowl. Data Eng., 2012

Skyline: Stacking Optimal Solutions in Exact and Uncertain Worlds.
Int. J. Softw. Informatics, 2012

SimFusion+: extending simfusion towards efficient estimation on large and dynamic networks.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Effectively indexing the multi-dimensional uncertain objects for range searching.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Top-k Similarity Join over Multi-valued Objects.
Proceedings of the Database Systems for Advanced Applications, 2012

General Spatial Skyline Operator.
Proceedings of the Database Systems for Advanced Applications, 2012

2011
Ranking uncertain sky: The probabilistic top-k skyline operator.
Inf. Syst., 2011

Stochastic skyline operator.
Proceedings of the 27th International Conference on Data Engineering, 2011

Influence zone: Efficiently processing reverse k nearest neighbors queries.
Proceedings of the 27th International Conference on Data Engineering, 2011

BMC: An Efficient Method to Evaluate Probabilistic Reachability Queries.
Proceedings of the Database Systems for Advanced Applications, 2011

2010
Threshold-based probabilistic top-<i>k</i> dominating queries.
VLDB J., 2010

Effectively Indexing the Uncertain Space.
IEEE Trans. Knowl. Data Eng., 2010

Duplicate-Insensitive Order Statistics Computation over Data Streams.
IEEE Trans. Knowl. Data Eng., 2010

Connected substructure similarity search.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Efficient rank based KNN query processing over uncertain data.
Proceedings of the 26th International Conference on Data Engineering, 2010

Quantile-based KNN over multi-valued objects.
Proceedings of the 26th International Conference on Data Engineering, 2010

Similarity search on supergraph containment.
Proceedings of the 26th International Conference on Data Engineering, 2010

NOVA: A Novel and Efficient Framework for Finding Subgraph Isomorphism Mappings in Large Graphs.
Proceedings of the Database Systems for Advanced Applications, 2010

Counting distinct objects over sliding windows.
Proceedings of the Database Technologies 2010, 2010

2009
Lazy Updates: An Efficient Technique to Continuously Monitoring Reverse kNN.
Proc. VLDB Endow., 2009

Probabilistic Threshold Range Aggregate Query Processing over Uncertain Data.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

Efficient Construction of Safe Regions for Moving kNN Queries over Dynamic Datasets.
Proceedings of the Advances in Spatial and Temporal Databases, 2009

Probabilistic Skyline Operator over Sliding Windows.
Proceedings of the 25th International Conference on Data Engineering, 2009

Uncertain Location Based Range Aggregates in a Multi-dimensional Space.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
Computing order statistics over data streams.
PhD thesis, 2008

Taming verification hardness: an efficient algorithm for testing subgraph isomorphism.
Proc. VLDB Endow., 2008

Managing Uncertain Data: Probabilistic Approaches.
Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

Aggregate Computation over Data Streams.
Proceedings of the Progress in WWW Research and Development, 2008

2007
Summarizing Order Statistics over Data Streams with Duplicates.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Selecting Stars: The k Most Representative Skyline Operator.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Space-efficient Relative Error Order Sketch over Data Streams.
Proceedings of the 22nd International Conference on Data Engineering, 2006


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