Hong Cheng

Jianliang Xu

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

2019

Interactive natural language question answering over knowledge graphs.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Semi-Supervised Graph Classification: A Hierarchical Graph Perspective.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Predicting Path Failure In Time-Evolving Graphs.

[BibT_eX]

[DOI]

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

Computing a Near-Maximum Independent Set in Dynamic Graphs.

[BibT_eX]

[DOI]

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

2018

Graph Mining.

[BibT_eX]

[DOI]

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

Pattern-Growth Methods.

[BibT_eX]

[DOI]

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

Frequent Itemsets and Association Rules.

[BibT_eX]

[DOI]

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

Question Answering Over Knowledge Graphs: Question Understanding Via Template Decomposition.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Exploiting lower bounds to accelerate approximate nearest neighbor search on high-dimensional data.

[BibT_eX]

[DOI]

Yingfan Liu

Hao Wei

Inf. Sci., 2018

TATC: Predicting Alzheimer's Disease with Actigraphy Data.

[BibT_eX]

[DOI]

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

Efficient Computation of a Near-Maximum Independent Set over Evolving Graphs.

[BibT_eX]

[DOI]

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

VizCS: Online Searching and Visualizing Communities in Dynamic Graphs.

[BibT_eX]

[DOI]

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

Exploiting Ranking Consistency Principle in Representation Learning for Location Promotion.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Exploiting Context Graph Attention for POI Recommendation in Location-Based Social Networks.

[BibT_eX]

[DOI]

Siyuan Zhang

Proceedings of the Database Systems for Advanced Applications, 2018

2017

I/O-efficient algorithms for top-k nearest keyword search in massive graphs.

[BibT_eX]

[DOI]

Qiankun Zhu

VLDB J., 2017

Graph repairing under neighborhood constraints.

[BibT_eX]

[DOI]

VLDB J., 2017

Discovering Conditional Matching Rules.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Subgraph Matching: on Compression and Computation.

[BibT_eX]

[DOI]

Miao Qiao

Hao Zhang

Proc. VLDB Endow., 2017

Efficient MapReduce algorithms for triangle listing in billion-scale graphs.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2017

Keyphrase Extraction Using Knowledge Graphs.

[BibT_eX]

[DOI]

Data Sci. Eng., 2017

Integrating a weighted-average method into the random walk framework to generate individual friend recommendations.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2017

Mining Cohesive Clusters with Interpretations in Labeled Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

An Intelligent Customer Care Assistant System for Large-Scale Cellular Network Diagnosis.

[BibT_eX]

[DOI]

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

Efficient Local Clustering Coefficient Estimation in Massive Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Natural Language Question/Answering: Let Users Talk With The Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Minimizing Dependence between Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

PQBF: I/O-Efficient Approximate Nearest Neighbor Search by Product Quantization.

[BibT_eX]

[DOI]

Yingfan Liu

Jiangtao Cui

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Generalized Higher Order Orthogonal Iteration for Tensor Learning and Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Effective and Efficient: Large-Scale Dynamic City Express.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Attributed Community Analysis: Global and Ego-centric Views.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2016

Individual Friends Recommendation Based on Random Walk with Restart in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Social Media Processing - 5th National Conference, 2016

Graph Analytics Through Fine-Grained Parallelism.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

A Model-Free Approach to Infer the Diffusion Network from Event Cascade.

[BibT_eX]

[DOI]

Qiankun Zhu

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Understanding Sparse Topical Structure of Short Text via Stochastic Variational-Gibbs Inference.

[BibT_eX]

[DOI]

Tianyi Lin

Siyuan Zhang

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Efficient triangle listing for billion-scale graphs.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

TRIP: An Interactive Retrieving-Inferring Data Imputation Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Backward Path Growth for Efficient Mobile Sequential Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Trace Norm Regularized CANDECOMP/PARAFAC Decomposition With Missing Data.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Bonding Vertex Sets Over Distributed Graph: A Betweenness Aware Approach.

[BibT_eX]

[DOI]

Xiaofei Zhang

Proc. VLDB Endow., 2015

Approximate Closest Community Search in Networks.

[BibT_eX]

[DOI]

Laks V. S. Lakshmanan

Proc. VLDB Endow., 2015

Individual Doctor Recommendation in Large Networks by Constrained Optimization.

[BibT_eX]

[DOI]

Ji-Bing Gong

Li-Li Wang

Int. J. Web Serv. Res., 2015

Robust bilinear factorization with missing and grossly corrupted observations.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Dense community detection in multi-valued attributed networks.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Regularized Orthogonal Tensor Decompositions for Multi-Relational Learning.

[BibT_eX]

[DOI]

CoRR, 2015

Why It Happened: Identifying and Modeling the Reasons of the Happening of Social Events.

[BibT_eX]

[DOI]

Zhiyu Mo

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Sparse Subspace Clustering for Incomplete Images.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014

Efficient processing of k-hop reachability queries.

[BibT_eX]

[DOI]

VLDB J., 2014

Efficient Determination of Distance Thresholds for Differential Dependencies.

[BibT_eX]

[DOI]

Shaoxu Song

IEEE Trans. Knowl. Data Eng., 2014

Approximate Shortest Distance Computing: A Query-Dependent Local Landmark Scheme.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

GBAGC: A General Bayesian Framework for Attributed Graph Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2014

Repairing Vertex Labels under Neighborhood Constraints.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

On Concise Set of Relative Candidate Keys.

[BibT_eX]

[DOI]

Shaoxu Song

Proc. VLDB Endow., 2014

Measuring the impact of MVC attack in large complex networks.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Structured Low-Rank Matrix Factorization with Missing and Grossly Corrupted Observations.

[BibT_eX]

[DOI]

CoRR, 2014

A Monte Carlo algorithm for cold start recommendation.

[BibT_eX]

[DOI]

Xiao Wen

Proceedings of the 23rd International World Wide Web Conference, 2014

The dual-sparse topic model: mining focused topics and focused terms in short text.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

Nuclear Norm Regularized Least Squares Optimization on Grassmannian Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Scalable big graph processing in MapReduce.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Querying k-truss community in large and dynamic graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Factor Matrix Trace Norm Minimization for Low-Rank Tensor Completion.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Recovering Low-Rank and Sparse Matrices via Robust Bilateral Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Random-walk domination in large graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Latent Aspect Mining via Exploring Sparsity and Intrinsic Information.

[BibT_eX]

[DOI]

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

Robust Principal Component Analysis with Missing Data.

[BibT_eX]

[DOI]

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

Mining Graph Patterns.

[BibT_eX]

[DOI]

Proceedings of the Frequent Pattern Mining, 2014

2013

Computing weight constraint reachability in large networks.

[BibT_eX]

[DOI]

VLDB J., 2013

Sparse hashing for fast multimedia search.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2013

Top-K Nearest Keyword Search on Large Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Top-K Structural Diversity Search in Large Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Backward Path Growth for Efficient Mobile Sequential Recommendation

[BibT_eX]

[DOI]

CoRR, 2013

Random-walk domination in large graphs: problem definitions and fast solutions

[BibT_eX]

[DOI]

CoRR, 2013

Predicting positive and negative links in signed social networks by transfer learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Frequent Subgraph Summarization with Error Control.

[BibT_eX]

[DOI]

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

What's Your Next Move: User Activity Prediction in Location-based Social Networks.

[BibT_eX]

[DOI]

Jihang Ye

Zhe Zhu

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Presenting diverse location views with real-time near-duplicate photo elimination.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Predicting Project Outcome Leveraging Socio-Technical Network Patterns.

[BibT_eX]

[DOI]

Proceedings of the 17th European Conference on Software Maintenance and Reengineering, 2013

Efficient Direct Mining of Selective Discriminative Patterns for Classification.

[BibT_eX]

Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

2012

The exact distance to destination in undirected world.

[BibT_eX]

[DOI]

VLDB J., 2012

K-Reach: Who is in Your Small World.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Approximate Homogeneous Graph Summarization.

[BibT_eX]

[DOI]

Zheng Liu

J. Inf. Process., 2012

Clustering Large Attributed Graph.

[BibT_eX]

[DOI]

J. Inf. Process., 2012

Coverage-based search result diversification.

[BibT_eX]

[DOI]

Inf. Retr., 2012

Diversifying Search Results through Pattern-Based Subtopic Modeling.

[BibT_eX]

[DOI]

Int. J. Semantic Web Inf. Syst., 2012

Clustering large attributed information networks: an efficient incremental computing approach.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2012

A Framework of Algorithms: Computing the Bias and Prestige of Nodes in Trust Networks

[BibT_eX]

[DOI]

CoRR, 2012

Bayesian Network Structure Learning from Attribute Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 13th International Conference, 2012

Searching connected API subgraph via text phrases.

[BibT_eX]

[DOI]

Wing-Kwan Chan

David Lo

Proceedings of the 20th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-20), 2012

A model-based approach to attributed graph clustering.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Robust Reputation-Based Ranking on Bipartite Rating Networks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Parameter-Free Determination of Distance Thresholds for Metric Distance Constraints.

[BibT_eX]

[DOI]

Shaoxu Song

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Finding top-k similar graphs in graph databases.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Extending Database Technology, 2012

Semi-supervised Clustering of Graph Objects: A Subgraph Mining Approach.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2012

Graph classification: a diversified discriminative feature selection approach.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Measuring robustness of complex networks under MVC attack.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Mining Discriminative Patterns for Classifying Trajectories on Road Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Clustering Large Attributed Graphs: A Balance between Structural and Attribute Similarities.

[BibT_eX]

[DOI]

Yang Zhou

ACM Trans. Knowl. Discov. Data, 2011

Querying Shortest Path Distance with Bounded Errors in Large Graphs.

[BibT_eX]

[DOI]

Miao Qiao

Proceedings of the Scientific and Statistical Database Management, 2011

An exploration of pattern-based subtopic modeling for search result diversification.

[BibT_eX]

[DOI]

Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

ADANA: Active Name Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Bug Signature Minimization and Fusion.

[BibT_eX]

[DOI]

David Lo

Xiaoyin Wang

Proceedings of the 13th IEEE International Symposium on High-Assurance Systems Engineering, 2011

Mining closed discriminative dyadic sequential patterns.

[BibT_eX]

[DOI]

David Lo

Lucia

Proceedings of the EDBT 2011, 2011

2010

Mining Graph Patterns.

[BibT_eX]

[DOI]

Proceedings of the Managing and Mining Graph Data, 2010

Mining near-duplicate graph for cluster-based reranking of web video search results.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2010

Modeling Massive RFID Data Sets: A Gateway-Based Movement Graph Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Discriminative frequent subgraph mining with optimality guarantees.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2010

Mining Closed Episodes from Event Sequences Efficiently.

[BibT_eX]

[DOI]

Wenzhi Zhou

Hongyan Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Clustering Large Attributed Graphs: An Efficient Incremental Approach.

[BibT_eX]

[DOI]

Yang Zhou

Proceedings of the ICDM 2010, 2010

Stock risk mining by news.

[BibT_eX]

[DOI]

Proceedings of the Database Technologies 2010, 2010

Discriminative Frequent Pattern-Based Graph Classification.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

2009

Pattern-Growth Methods.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Frequent Itemsets and Association Rules.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Graph Clustering Based on Structural/Attribute Similarities.

[BibT_eX]

[DOI]

Yang Zhou

Proc. VLDB Endow., 2009

Near-optimal Supervised Feature Selection among Frequent Subgraphs.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Classification of software behaviors for failure detection: a discriminative pattern mining approach.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Identifying bug signatures using discriminative graph mining.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Symposium on Software Testing and Analysis, 2009

RankClus: integrating clustering with ranking for heterogeneous information network analysis.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

2008

Approximate Frequent Itemset Mining In the Presence of Random Noise.

[BibT_eX]

[DOI]

Philip S. Yu

Proceedings of the Soft Computing for Knowledge Discovery and Data Mining, 2008

Towards Accurate and Efficient Classification: A Discriminative and Frequent Pattern-Based Approach

[BibT_eX]

[DOI]

PhD thesis, 2008

Mining significant graph patterns by leap search.

[BibT_eX]

[DOI]

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

BibNetMiner: mining bibliographic information networks.

[BibT_eX]

[DOI]

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

CISpan: Comprehensive Incremental Mining Algorithms of Closed Sequential Patterns for Multi-Versional Software Mining.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Forward Semi-supervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Direct mining of discriminative and essential frequent patterns via model-based search tree.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Direct Discriminative Pattern Mining for Effective Classification.

[BibT_eX]

[DOI]

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

2007

Semantic annotation of frequent patterns.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2007

On compressing frequent patterns.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2007

Frequent pattern mining: current status and future directions.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2007

Mining Colossal Frequent Patterns by Core Pattern Fusion.

[BibT_eX]

[DOI]

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

Discriminative Frequent Pattern Analysis for Effective Classification.

[BibT_eX]

[DOI]

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

2006

Answering Top-k Queries with Multi-Dimensional Selections: The Ranking Cube Approach.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Extracting redundancy-aware top-k patterns.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Generating semantic annotations for frequent patterns with context analysis.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

AC-Close: Efficiently Mining Approximate Closed Itemsets by Core Pattern Recovery.

[BibT_eX]

[DOI]

Philip S. Yu

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Mining Compressed Frequent-Pattern Sets.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

SeqIndex: Indexing Sequences by Sequential Pattern Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Summarizing itemset patterns: a profile-based approach.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

2004

IncSpan: incremental mining of sequential patterns in large database.

[BibT_eX]

[DOI]