Qing Wang

Henning Koehler

VLDB J., January, 2024

2023

Hierarchical Cut Labelling - Scaling Up Distance Queries on Road Networks.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2023

Knowledge Tracing: A Survey.

[BibT_eX]

[DOI]

Bernardo Pereira Nunes

ACM Comput. Surv., November, 2023

Efficient maintenance of highway cover labelling for distance queries on large dynamic graphs.

[BibT_eX]

[DOI]

World Wide Web (WWW), September, 2023

Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing.

[BibT_eX]

[DOI]

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

Learning data teaching strategies via knowledge tracing.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Contrastive learning for supervised graph matching.

[BibT_eX]

[DOI]

Gathika Ratnayaka

Yang Li

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Local Vertex Colouring Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

𝒩-WL: A New Hierarchy of Expressivity for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Fast fully dynamic labelling for distance queries.

[BibT_eX]

[DOI]

VLDB J., 2022

DBE-KT22: A Knowledge Tracing Dataset Based on Online Student Evaluation.

[BibT_eX]

[DOI]

CoRR, 2022

Restructuring Graph for Higher Homophily via Learnable Spectral Clustering.

[BibT_eX]

[DOI]

CoRR, 2022

BatchHL: Answering Distance Queries on Batch-Dynamic Networks at Scale.

[BibT_eX]

[DOI]

Henning Koehler

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

dK-Personalization: Publishing Network Statistics with Personalized Differential Privacy.

[BibT_eX]

[DOI]

Yang Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

A New Perspective on "How Graph Neural Networks Go Beyond Weisfeiler-Lehman?".

[BibT_eX]

[DOI]

Asiri Wijesinghe

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs.

[BibT_eX]

[DOI]

Sean Li

CoRR, 2021

Query-by-Sketch: Scaling Shortest Path Graph Queries on Very Large Networks.

[BibT_eX]

[DOI]

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

Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Episode Adaptive Embedding Networks for Few-Shot Learning.

[BibT_eX]

[DOI]

Fangbing Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

dK-Projection: Publishing Graph Joint Degree Distribution with Node Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

A Regularized Wasserstein Framework for Graph Kernels.

[BibT_eX]

[DOI]

Asiri Wijesinghe

Stephen Gould

Proceedings of the IEEE International Conference on Data Mining, 2021

Efficient Maintenance of Distance Labelling for Incremental Updates in Large Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Extending Database Technology, 2021

2020

dK-Microaggregation: Anonymizing Graphs with Differential Privacy Guarantees.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

ErGAN: Generative Adversarial Networks for Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Dynamic Chunkwise CNN for Distantly Supervised Relation Extraction.

[BibT_eX]

[DOI]

Fangbing Liu

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Skyblocking for entity resolution.

[BibT_eX]

[DOI]

Inf. Syst., 2019

Knowledge Tracing with Sequential Key-Value Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

CoCoOn: Cloud Computing Ontology for IaaS Price and Performance Comparison.

[BibT_eX]

[DOI]

Qian Zhang

Armin Haller

Proceedings of the Semantic Web - ISWC 2019, 2019

DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters.

[BibT_eX]

[DOI]

Asiri Wijesinghe

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

Learning to Sample: An Active Learning Framework.

[BibT_eX]

[DOI]

Fangbing Liu

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

Publishing Differentially Private Datasets via Stable Microaggregation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2019

A Highly Scalable Labelling Approach for Exact Distance Queries in Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2019

Repairing of Record Linkage: Turning Errors into Insight.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2019

Domain Adaptation for Low-Resource Neural Semantic Parsing.

[BibT_eX]

[DOI]

Alvin Kennardi

Gabriela Ferraro

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

2018

Developing a Temporal Bibliographic Data Set for Entity Resolution.

[BibT_eX]

[DOI]

Yichen Hu

CoRR, 2018

Skyblocking: Learning Blocking Schemes on the Skyline.

[BibT_eX]

[DOI]

CoRR, 2018

A unifying logic for non-deterministic, parallel and concurrent abstract state machines.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2018

FACH: Fast Algorithm for Detecting Cohesive Hierarchies of Communities in Large Networks.

[BibT_eX]

[DOI]

Mojtaba Rezvani

Weifa Liang

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Active Blocking Scheme Learning for Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Capturing Membrane Computing by ASMs.

[BibT_eX]

[DOI]

Loredana Tec

Alireza Khoshkbarforoushha

Proceedings of the Abstract State Machines, Alloy, B, TLA, VDM, and Z, 2018

Distributed Adaptive Systems - Theory, Specification, Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Abstract State Machines, Alloy, B, TLA, VDM, and Z, 2018

2017

Flower: A Data Analytics Flow Elasticity Manager.

[BibT_eX]

[DOI]

Rajiv Ranjan

Carsten Friedrich

Proc. VLDB Endow., 2017

A complete logic for Database Abstract State Machines1.

[BibT_eX]

[DOI]

Log. J. IGPL, 2017

Collective Vertex Classification Using Recursive Neural Network.

[BibT_eX]

[DOI]

CoRR, 2017

Improving Temporal Record Linkage Using Regression Classification.

[BibT_eX]

[DOI]

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

Temporal group linkage and evolution analysis for census data.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Extending Database Technology, 2017

Attentive Graph-based Recursive Neural Network for Collective Vertex Classification.

[BibT_eX]

[DOI]

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

Evolving concurrent systems: behavioural theory and logic.

[BibT_eX]

[DOI]

Proceedings of the Australasian Computer Science Week Multiconference, 2017

2016

Semantic-Aware Blocking for Entity Resolution.

[BibT_eX]

[DOI]

Mingyuan Cui

Huizhi Liang

IEEE Trans. Knowl. Data Eng., 2016

A new thesis concerning synchronised parallel computing - simplified parallel ASM thesis.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2016

Serialisable multi-level transaction control: A specification and verification.

[BibT_eX]

[DOI]

Egon Börger

Sci. Comput. Program., 2016

Rogas: A Declarative Framework for Network Analytics.

[BibT_eX]

[DOI]

Minjian Liu

Proc. VLDB Endow., 2016

A Complete Logic for Non-Deterministic Database Transformations.

[BibT_eX]

[DOI]

CoRR, 2016

A Clustering-Based Framework for Incrementally Repairing Entity Resolution.

[BibT_eX]

[DOI]

Jingyi Gao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Active Learning Based Entity Resolution Using Markov Logic.

[BibT_eX]

[DOI]

Jeffrey Fisher

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

A Logic for Non-deterministic Parallel Abstract State Machines.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Information and Knowledge Systems, 2016

Data Analytics: From Conceptual Modelling to Logical Representation.

[BibT_eX]

[DOI]

Minjian Liu

Proceedings of the Conceptual Modeling - 35th International Conference, 2016

Towards a Behavioural Theory for Random Parallel Computing.

[BibT_eX]

Proceedings of the Computational Models of Rationality, 2016

2015

Scaling with Confidence: Entity Resolution under Weighted Constraints.

[BibT_eX]

[DOI]

Zeyu Shen

J. Database Manag., 2015

A conceptual modeling framework for network analytics.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2015

Efficient Interactive Training Selection for Large-Scale Entity Resolution.

[BibT_eX]

[DOI]

Dinusha Vatsalan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Knowledge-Based Entity Resolution with Contextual Information Defined over a Monoid.

[BibT_eX]

[DOI]

Mariam Rady

Proceedings of the Model and Data Engineering - 5th International Conference, 2015

A Clustering-Based Framework to Control Block Sizes for Entity Resolution.

[BibT_eX]

[DOI]

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

Propagating Dependencies under Schema Mappings: A Graph-based Approach.

[BibT_eX]

[DOI]

Xi Wen

Proceedings of the 19th International Database Engineering & Applications Symposium, 2015

Unsupervised Measuring of Entity Resolution Consistency.

[BibT_eX]

[DOI]

Jeffrey Fisher

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Efficient Entity Resolution with Adaptive and Interactive Training Data Selection.

[BibT_eX]

[DOI]

Dinusha Vatsalan

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Provenance-Aware Entity Resolution: Leveraging Provenance to Improve Quality.

[BibT_eX]

[DOI]

Woods Wang

Proceedings of the Database Systems for Advanced Applications, 2015

What Constitutes a Service on the Web?

[BibT_eX]

[DOI]

Proceedings of the Correct Software in Web Applications and Web Services, 2015

2014

A theoretical framework for knowledge-based entity resolution.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2014

Conceptual Modelling with Specific Focus on Service-Oriented Systems.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2014

Network Analytics ER Model - Towards a Conceptual View of Network Analytics.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling - 33rd International Conference, 2014

Real-time Collaborative Filtering Recommender Systems.

[BibT_eX]

[DOI]

Huizhi Liang

Haoran Du

Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

Entity Resolution with Weighted Constraints.

[BibT_eX]

[DOI]

Zeyu Shen

Proceedings of the Advances in Databases and Information Systems, 2014

2013

Knowledge-aware identity services.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

Complete Conceptual Schema Algebras.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

Data migration: A theoretical perspective.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2013

2012

A formal model for the interoperability of service clouds.

[BibT_eX]

[DOI]

Serv. Oriented Comput. Appl., 2012

Conceptual Modelling of Services.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2012

Preferential Refinements of Abstract State Machines for Service Mediators.

[BibT_eX]

[DOI]

Proceedings of the 2012 12th International Conference on Quality Software, 2012

Synchronous Parallel Database Transformations.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Information and Knowledge Systems, 2012

Third International Workshop on Conceptual Modelling of Services (CMS 2012).

[BibT_eX]

[DOI]

Proceedings of the Advances in Conceptual Modeling, 2012

On the Decidability and Complexity of Identity Knowledge Representation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2012

Abstract State Machines for Data-Parallel Computing.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modelling and Its Theoretical Foundations, 2012

A Simplified Parallel ASM Thesis.

[BibT_eX]

[DOI]

Proceedings of the Abstract State Machines, Alloy, B, VDM, and Z, 2012

A Conceptual Justi cation for Model Transformations.

[BibT_eX]

[DOI]

Ove Sörensen

Proceedings of the Eighth Asia-Pacic Conference on Conceptual Modelling, 2012

2011

Cloud Warehousing.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2011

Towards a Theory of Refinement for Data Migration.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling - ER 2011, 30th International Conference, 2011

2010

XML Database Transformations.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2010

A Customised ASM Thesis for Database Transformations.

[BibT_eX]

[DOI]

Acta Cybern., 2010

A Proof System with Bounded Non-determinism in Database Transformations.

[BibT_eX]

[DOI]

Proceedings of the Semantics in Data and Knowledge Bases - 4th International Workshops, 2010

Intelligent Author Identification.

[BibT_eX]

[DOI]

René Noack

Proceedings of the Advances in Conceptual Modeling - Applications and Challenges, 2010

A Formal Model for Service Mediators.

[BibT_eX]

[DOI]

Proceedings of the Advances in Conceptual Modeling - Applications and Challenges, 2010

Partial Updates in Complex-Value Databases.

[BibT_eX]

[DOI]

Proceedings of the Information Modelling and Knowledge Bases XXII, 20th European-Japanese Conference on Information Modelling and Knowledge Bases (EJC 2010), Jyväskylä, Finland, 31 May, 2010

Logical Foundations of Database Transformations for Complex-Value Databases.

[BibT_eX]

[DOI]

Logos, ISBN: 978-3-8325-2563-7, 2010

2009

Customising Web Information Systems According to User Preferences.

[BibT_eX]

[DOI]

World Wide Web, 2009

A theory of data-intensive software services.

[BibT_eX]

[DOI]

Serv. Oriented Comput. Appl., 2009

Updates, Schema Updates and Validation of XML Documents - Using Abstract State Machines with Automata-Defined States.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2009

A service-oriented approach to web warehousing.

[BibT_eX]

[DOI]

Proceedings of the iiWAS'2009, 2009

XML Machines.

[BibT_eX]

[DOI]

Flavio Antonio Ferrarotti

Proceedings of the Advances in Conceptual Modeling - Challenging Perspectives, 2009

A Fixed-Point Query Language for XML.

[BibT_eX]

[DOI]

Proceedings of the Information Modelling and Knowledge Bases XXI, 2009

An abstract model for service provision, search and composition.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE Asia-Pacific Services Computing Conference, 2009

2008

Validation of streaming XML documents with abstract state machines.

[BibT_eX]

[DOI]

Proceedings of the iiWAS'2008, 2008

Towards a Logic for Abstract MetaFinite State Machines.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Information and Knowledge Systems, 2008

Abstract State Services.

[BibT_eX]

[DOI]

Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008

Composing Personalised Services on top of Abstract State Services.

[BibT_eX]

[DOI]

Proceedings of the Evolution of Conceptual Modeling, 27.04. - 30.04.2008, 2008

XML Database Transformations with Tree Updates.

[BibT_eX]

[DOI]

Proceedings of the Abstract State Machines, B and Z, First International Conference, 2008

A Typed Higher-Order Calculus for Querying XML Databases.

[BibT_eX]

[DOI]

Proceedings of the Database Technologies 2008. Proceedings of the Nineteenth Australasian Database Conference, 2008

2007

Distribution design for higher-order data models.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2007

A Heuristic Approach to Cost-Efficient Derived Horizontal Fragmentation of Complex Value Databases.

[BibT_eX]

[DOI]

Proceedings of the Database Technologies 2007. Proceedings of the Eighteenth Australasian Database Conference, 2007

2006

A heuristic approach to cost-efficient fragmentation and allocation of complex value databases.

[BibT_eX]

[DOI]