Kewen Liao

Orcid: 0000-0003-0371-6525

According to our database1, Kewen Liao authored at least 49 papers between 2009 and 2024.

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Bibliography

2024
DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data.
CoRR, 2024

Efficient Constrained K-center Clustering with Background Knowledge.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Densest Multipartite Subgraph Search in Heterogeneous Information Networks.
Proc. VLDB Endow., December, 2023

A Metadata-Assisted Cascading Ensemble Classification Framework for Automatic Annotation of Open IoT Data.
IEEE Internet Things J., August, 2023

Submodular maximization over data streams with differential privacy noise.
Theor. Comput. Sci., 2023

Fed-SC: One-Shot Federated Subspace Clustering over High-Dimensional Data.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Demo: SenShaMart - A Sensor Sharing Marketplace for IoT.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

2022
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification.
IEEE J. Biomed. Health Informatics, 2022

CorrDetector: A framework for structural corrosion detection from drone images using ensemble deep learning.
Expert Syst. Appl., 2022

Efficient approximation algorithms for offline and online unit disk multiple coverage.
Comput. Electr. Eng., 2022

Fast Approximation Algorithms for Multiple Coverage with Unit Disks.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

A Multi-output Integration Residual Network for Predicting Time Series Data with Diverse Scales.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Do Simpler Statistical Methods Perform Better in Multivariate Long Sequence Time-Series Forecasting?
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
On finding maximum disjoint paths with different colors: Computational complexity and practical LP-based algorithms.
Theor. Comput. Sci., 2021

Understanding the effects of real-time sentiment analysis and morale visualisation in backchannel systems: A case study.
Int. J. Hum. Comput. Stud., 2021

INFORM: A Tool for Classification and Semantic Annotation of IoT Datastreams.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Streaming Submodular Maximization Under Differential Privacy Noise.
Proceedings of the Combinatorial Optimization and Applications, 2021

Human-AI Interactive and Continuous Sensemaking: A Case Study of Image Classification using Scribble Attention Maps.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
Temporal betweenness centrality in dynamic graphs.
Int. J. Data Sci. Anal., 2020

Inferring Location Types With Geo-Social-Temporal Pattern Mining.
IEEE Access, 2020

LP-Based Algorithms for Computing Maximum Vertex-Disjoint Paths with Different Colors.
Proceedings of the Theory and Applications of Models of Computation, 2020

A Service Computing Framework for Proteomics Analysis and Collaboration of Pathogenic Mechanism Studies.
Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

Maximizing Reliability of Data-Intensive Workflow Systems with Active Fault Tolerance Schemes in Cloud.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019
On effective and efficient graph edge labeling.
Distributed Parallel Databases, 2019

Contextual Community Search Over Large Social Networks.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Fast Anomaly Detection in Multiple Multi-Dimensional Data Streams.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Efficient Algorithms for Flexible Sweep Coverage in Crowdsensing.
IEEE Access, 2018

Classification and Annotation of Open Internet of Things Datastreams.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

A Fast Algorithm for Optimally Finding Partially Disjoint Shortest Paths.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

DistClusTree: A Framework for Distributed Stream Clustering.
Proceedings of the Databases Theory and Applications, 2018

2017
A Cost Model for Long-Term Compressed Data Retention.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Edge Labeling Schemes for Graph Data.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

2016
Effective Construction of Relative Lempel-Ziv Dictionaries.
Proceedings of the 25th International Conference on World Wide Web, 2016

2015
Improved approximation algorithms for constrained fault-tolerant resource allocation.
Theor. Comput. Sci., 2015

Improved approximation algorithms for computing k disjoint paths subject to two constraints.
J. Comb. Optim., 2015

Efficient Approximation Algorithms for Computing \emph{k} Disjoint Restricted Shortest Paths.
CoRR, 2015

Brief Announcement: Efficient Approximation Algorithms for Computing k Disjoint Restricted Shortest Paths.
Proceedings of the 27th ACM on Symposium on Parallelism in Algorithms and Architectures, 2015

2014
LP-Based Approximation Algorithms for Reliable Resource Allocation.
Comput. J., 2014

On the Shallow-Light Steiner Tree Problem.
Proceedings of the 15th International Conference on Parallel and Distributed Computing, 2014

2013
Improved Approximation Algorithms for Constrained Fault-Tolerant Resource Allocation - (Extended Abstract).
Proceedings of the Fundamentals of Computation Theory - 19th International Symposium, 2013

Improved Approximation Algorithms for Computing <i>k</i> Disjoint Paths Subject to Two Constraints.
Proceedings of the Computing and Combinatorics, 19th International Conference, 2013

2012
Improved Approximations for Shallow-Light Spanning and Steiner Trees
CoRR, 2012

Constrained Fault-Tolerant Resource Allocation
CoRR, 2012

WS-Finder: A Framework for Similarity Search of Web Services.
Proceedings of the Service-Oriented Computing - 10th International Conference, 2012

Approximating the Reliable Resource Allocation Problem Using Inverse Dual Fitting.
Proceedings of the Eighteenth Computing: The Australasian Theory Symposium, 2012

2011
Fast Fault-Tolerant Resource Allocation.
Proceedings of the 12th International Conference on Parallel and Distributed Computing, 2011

Unconstrained and Constrained Fault-Tolerant Resource Allocation.
Proceedings of the Computing and Combinatorics - 17th Annual International Conference, 2011

2010
Techniques on developing context-aware web services.
Int. J. Web Inf. Syst., 2010

2009
Smart Adelaide guide: a context-aware web application.
Proceedings of the iiWAS'2009, 2009


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