Xifeng Yan

Yu Feng

Proceedings of the PLDI '22: 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, San Diego, CA, USA, June 13, 2022

Language Model Detoxification in Dialogue with Contextualized Stance Control.

[BibT_eX]

[DOI]

Jing Qian

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Controllable Dialogue Simulation with In-context Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Inductive Relation Prediction by BERT.

[BibT_eX]

[DOI]

Hanwen Zha

Zhiyu Chen

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Network Intervention for Mental Disorders with Minimum Small Dense Subgroups.

[BibT_eX]

[DOI]

Bay-Yuan Hsu

Chih-Ya Shen

IEEE Trans. Knowl. Data Eng., 2021

Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2021

Composite Re-Ranking for Efficient Document Search with BERT.

[BibT_eX]

[DOI]

CoRR, 2021

Attention-based Domain Adaptation for Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2021

Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Inter-Series Attention Model for COVID-19 Forecasting.

[BibT_eX]

[DOI]

Xiaoyong Jin

Yu-Xiang Wang

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Lifelong Learning of Hate Speech Classification on Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers.

[BibT_eX]

[DOI]

Nazneen Fatema Rajani

Yingbo Zhou

Caiming Xiong

Proceedings of the 9th International Conference on Learning Representations, 2021

Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Comprehensively Computing Link-based Similarities by Building A Random Surfer Graph.

[BibT_eX]

[DOI]

Mingxi Zhang

Wei Wang

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Performance Bounds of Decentralized Search in Expert Networks for Query Answering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning.

[BibT_eX]

[DOI]

CoRR, 2019

You May Not Need Order in Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2019

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Mining Algorithm Roadmap in Scientific Publications.

[BibT_eX]

[DOI]

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

HierCon: Hierarchical Organization of Technical Documents Based on Concepts.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Global Textual Relation Embedding for Relational Understanding.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Mining of Chemical Data.

[BibT_eX]

[DOI]

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

Unsupervised Neural Categorization for Scientific Publications.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Global Relation Embedding for Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Variational Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Concept Mining via Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

XL-NBT: A Cross-lingual Neural Belief Tracking Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

DialSQL: Dialogue Based Structured Query Generation.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Privacy Cyborg: Towards Protecting the Privacy of Social Media Users.

[BibT_eX]

[DOI]

Theodore Georgiou

Amr El Abbadi

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

Recovering Question Answering Errors via Query Revision.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Cross-domain Semantic Parsing via Paraphrasing.

[BibT_eX]

[DOI]

Yu Su

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Privacy-Preserving Community-Aware Trending Topic Detection in Online Social Media.

[BibT_eX]

[DOI]

Theodore Georgiou

Amr El Abbadi

Proceedings of the Data and Applications Security and Privacy XXXI, 2017

Extracting Topics with Focused Communities for Social Content Recommendation.

[BibT_eX]

[DOI]

Theodore Georgiou

Amr El Abbadi

Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016

Semantic SPARQL Similarity Search Over RDF Knowledge Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Observability of Lattice Graphs.

[BibT_eX]

[DOI]

Fangqiu Han

Subhash Suri

Algorithmica, 2016

Table Cell Search for Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Entity Disambiguation with Linkless Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

A Fast Kernel for Attributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Distributed Representations of Expertise.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Decentralized search in expert networks: Generic models and performance bounds.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Fast top-k search in knowledge graphs.

[BibT_eX]

[DOI]

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

Fast motif discovery in short sequences.

[BibT_eX]

[DOI]

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

On the Efficiency of Decentralized Search in Expert Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Improving Semantic Parsing via Answer Type Inference.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

On Generating Characteristic-rich Question Sets for QA Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Query Answering Efficiency in Expert Networks Under Decentralized Search.

[BibT_eX]

[DOI]

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

Analyzing information sharing strategies of users in online social networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Querying Knowledge Graphs by Example Entity Tuples.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Fine-Grained Knowledge Sharing in Collaborative Environments.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Behavior Query Discovery in System-Generated Temporal Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

MSPKmerCounter: A Fast and Memory Efficient Approach for K-mer Counting.

[BibT_eX]

[DOI]

Yang Li

CoRR, 2015

Exploiting Relevance Feedback in Knowledge Graph Search.

[BibT_eX]

[DOI]

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

Query-Based Outlier Detection in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Extending Database Technology, 2015

Mining Complaints for Traffic-Jam Estimation: A Social Sensor Application.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Multi-Aspect + Transitivity + Bias: An Integral Trust Inference Model.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Interpreting the Public Sentiment Variations on Twitter.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Schemaless and Structureless Graph Querying.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

SLQ: a user-friendly graph querying system.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Towards a Query-by-Example System for Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Graph Data Management Experiences and Systems, 2014

A Probabilistic Approach to Uncovering Attributed Graph Anomalies.

[BibT_eX]

[DOI]

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

Extracting probable command and control signatures for detecting botnets.

[BibT_eX]

[DOI]

Proceedings of the Symposium on Applied Computing, 2014

Expertise-Based Data Access in Content-Centric Mobile Opportunistic Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

Towards scalable critical alert mining.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Network mining and analysis for social applications.

[BibT_eX]

[DOI]

Feida Zhu

Huan Sun

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Analyzing expert behaviors in collaborative networks.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Mining Query-Based Subnetwork Outliers in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

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

Cloud service placement via subgraph matching.

[BibT_eX]

[DOI]

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

GQBE: Querying knowledge graphs by example entity tuples.

[BibT_eX]

[DOI]

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

Top-K interesting subgraph discovery in information networks.

[BibT_eX]

[DOI]

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

Big Data in Online Social Networks: User Interaction Analysis to Model User Behavior in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Databases in Networked Information Systems - 9th International Workshop, 2014

Mining Graph Patterns.

[BibT_eX]

[DOI]

Proceedings of the Frequent Pattern Mining, 2014

2013

Static and Dynamic Structural Correlations in Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Co-Occurrence-Based Diffusion for Expert Search on the Web.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

PathSelClus: Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Summarizing Answer Graphs Induced by Keyword Queries.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Memory Efficient Minimum Substring Partitioning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

NeMa: Fast Graph Search with Label Similarity.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

MATRI: a multi-aspect and transitive trust inference model.

[BibT_eX]

[DOI]

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

Synthetic review spamming and defense.

[BibT_eX]

[DOI]

Alex Morales

Huan Sun

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

Characterizing tenant behavior for placement and crisis mitigation in multitenant DBMSs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Mining evidences for named entity disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Automated Trauma Incident Cubes Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Noise-Resistant Bicluster Recognition.

[BibT_eX]

[DOI]

Huan Sun

Gengxin Miao

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

Ontology-based subgraph querying.

[BibT_eX]

[DOI]

Yinghui Wu

Shengqi Yang

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

gIceberg: Towards iceberg analysis in large graphs.

[BibT_eX]

[DOI]

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

I act, therefore I judge: network sentiment dynamics based on user activity change.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

On detecting association-based clique outliers in heterogeneous information networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Efficient Direct Mining of Selective Discriminative Patterns for Classification.

[BibT_eX]

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

2012

Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Measuring Two-Event Structural Correlations on Graphs.

[BibT_eX]

[DOI]

Ziyu Guan

Lance M. Kaplan

Proc. VLDB Endow., 2012

MaTrust: An Effective Multi-Aspect Trust Inference Model

[BibT_eX]

[DOI]

CoRR, 2012

Memory Efficient De Bruijn Graph Construction

[BibT_eX]

[DOI]

CoRR, 2012

Understanding task-driven information flow in collaborative networks.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference 2012, 2012

Towards effective partition management for large graphs.

[BibT_eX]

[DOI]

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

Workload characterization and prediction in the cloud: A multiple time series approach.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Integrating meta-path selection with user-guided object clustering in heterogeneous information networks.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Latent association analysis of document pairs.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Efficient multicasting for delay tolerant networks using graph indexing.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Inferring the Underlying Structure of Information Cascades.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Emerging Graph Queries in Linked Data.

[BibT_eX]

[DOI]

Arijit Khan

Yinghui Wu

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

Mining Knowledge from Data: An Information Network Analysis Approach.

[BibT_eX]

[DOI]

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

Density index and proximity search in large graphs.

[BibT_eX]

[DOI]

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

A general framework to encode heterogeneous information sources for contextual pattern mining.

[BibT_eX]

[DOI]

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

2011

Mining Top-K Large Structural Patterns in a Massive Network.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning.

[BibT_eX]

[DOI]

Mach. Learn., 2011

Neighborhood based fast graph search in large networks.

[BibT_eX]

[DOI]

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

Assessing and ranking structural correlations in graphs.

[BibT_eX]

[DOI]

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

On Flow Authority Discovery in Social Networks.

[BibT_eX]

[DOI]

Charu C. Aggarwal

Arijit Khan

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Efficient Topological OLAP on Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

2010

Graph Indexing.

[BibT_eX]

[DOI]

Proceedings of the Managing and Mining Graph Data, 2010

Mining Graph Patterns.

[BibT_eX]

[DOI]

Proceedings of the Managing and Mining Graph Data, 2010

Discriminative frequent subgraph mining with optimality guarantees.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2010

Synthesizing Near-Optimal Malware Specifications from Suspicious Behaviors.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Symposium on Security and Privacy, 2010

Towards proximity pattern mining in large graphs.

[BibT_eX]

[DOI]

Arijit Khan

Kun-Lung Wu

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

Mining knowledge from databases: an information network analysis approach.

[BibT_eX]

[DOI]

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

Cross-Selling Optimization for Customized Promotion.

[BibT_eX]

[DOI]

Nan Li

Yinghui Yang

Proceedings of the SIAM International Conference on Data Mining, 2010

Frequent trajectory mining on GPS data.

[BibT_eX]

[DOI]

Proceedings of the Third International Workshop on Location and the Web, 2010

Generative models for ticket resolution in expert networks.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Top-K aggregation queries over large networks.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

Mining Diversity on Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2010

Content-Aware Resolution Sequence Mining for Ticket Routing.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management - 8th International Conference, 2010

Assessing Expertise Awareness in Resolution Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010

Discriminative Frequent Pattern-Based Graph Classification.

[BibT_eX]

[DOI]

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

InfoNetOLAP: OLAP and Mining of Information Networks.

[BibT_eX]

[DOI]

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

Mining Large Information Networks by Graph Summarization.

[BibT_eX]

[DOI]

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

2009

Mining of Chemical Data.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Mining Graph Patterns Efficiently via Randomized Summaries.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

Graph OLAP: a multi-dimensional framework for graph data analysis.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2009

Near-optimal Supervised Feature Selection among Frequent Subgraphs.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Identifying bug signatures using discriminative graph mining.

[BibT_eX]

[DOI]

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

SmallBlue: Social Network Analysis for Expertise Search and Collective Intelligence.

[BibT_eX]

[DOI]

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

Scalable OLAP and mining of information networks.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

2008

Report on the First International Workshop on Mining Graphs and Complex Structures (MGCS'07).

[BibT_eX]

[DOI]

Lawrence B. Holder

SIGMOD Rec., 2008

EasyTicket: a ticket routing recommendation engine for enterprise problem resolution.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Mining significant graph patterns by leap search.

[BibT_eX]

[DOI]

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

Efficient ticket routing by resolution sequence mining.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on 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

Graph OLAP: Towards Online Analytical Processing on Graphs.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Direct Discriminative Pattern Mining for Effective Classification.

[BibT_eX]

[DOI]

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

On effective presentation of graph patterns: a structural representative approach.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Mining Frequent Approximate Sequential Patterns.

[BibT_eX]

[DOI]

Proceedings of the Next Generation of Data Mining., 2008

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

EntityRank: Searching Entities Directly and Holistically.

[BibT_eX]

[DOI]

Tao Cheng

Kevin Chen-Chuan Chang

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

Towards Graph Containment Search and Indexing.

[BibT_eX]

[DOI]

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

Supporting entity search: a large-scale prototype search engine.

[BibT_eX]

[DOI]

Tao Cheng

Kevin Chen-Chuan Chang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

gPrune: A Constraint Pushing Framework for Graph Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

A graph-based approach to systematically reconstruct human transcriptional regulatory modules.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

Systematic discovery of functional modules and context-specific functional annotation of human genome.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

Efficient Discovery of Frequent Approximate Sequential Patterns.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

gApprox: Mining Frequent Approximate Patterns from a Massive Network.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 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

Mining, Indexing and Similarity Search in Large Graph Data Sets

[BibT_eX]

[DOI]

PhD thesis, 2006

Statistical Debugging: A Hypothesis Testing-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2006

Feature-based similarity search in graph structures.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2006

Integrative Array Analyzer: a software package for analysis of cross-platform and cross-species microarray data.

[BibT_eX]

[DOI]

Bioinform., 2006

Mining Control Flow Abnormality for Logic Error Isolation.

[BibT_eX]

[DOI]

Chao Liu

Proceedings of the Sixth SIAM International Conference on Data Mining, 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

Searching Substructures with Superimposed Distance.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

Mining, Indexing, and Similarity Search in Graphs and Complex Structures.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

2005

Graph indexing based on discriminative frequent structure analysis.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2005

TSP: Mining top-<i>k</i> closed sequential patterns.

[BibT_eX]

[DOI]

Petre Tzvetkov

Knowl. Inf. Syst., 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

SOBER: statistical model-based bug localization.

[BibT_eX]

[DOI]

Proceedings of the 10th European Software Engineering Conference held jointly with 13th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2005

Substructure Similarity Search in Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

GraphMiner: a structural pattern-mining system for large disk-based graph databases and its applications.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Mining Behavior Graphs for "Backtrace" of Noncrashing Bugs.

[BibT_eX]

[DOI]

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

SeqIndex: Indexing Sequences by Sequential Pattern Analysis.

[BibT_eX]

[DOI]

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

Community Mining from Multi-relational Networks.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 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

Mining hidden community in heterogeneous social networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd international workshop on Link discovery, 2005

Mining coherent dense subgraphs across massive biological networks for functional discovery.

[BibT_eX]

[DOI]

Proceedings of the Proceedings Thirteenth International Conference on Intelligent Systems for Molecular Biology 2005, 2005

Mining Closed Relational Graphs with Connectivity Constraints.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

2004

From Sequential Pattern Mining to Structured Pattern Mining: A Pattern-Growth Approach.

[BibT_eX]

[DOI]

Jian Pei

J. Comput. Sci. Technol., 2004

Graph Indexing: A Frequent Structure-based Approach.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

IncSpan: incremental mining of sequential patterns in large database.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003

CloSpan: Mining Closed Sequential Patterns in Large Datasets.

[BibT_eX]

[DOI]

Ramin Afshar

Proceedings of the Third SIAM International Conference on Data Mining, 2003

CloseGraph: mining closed frequent graph patterns.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

TSP: Mining Top-K Closed Sequential Patterns.

[BibT_eX]

[DOI]

Petre Tzvetkov

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

2002

gSpan: Graph-Based Substructure Pattern Mining.

[BibT_eX]

[DOI]