Xiao Liu
Orcid: 0000-0001-8400-5754Affiliations:
- Deakin University, School of Information Technology, Melbourne, Australia
- East China Normal University, Shanghai Key Laboratory of Trustworthy Computing, China (former)
- Swinburne University of Technology, Faculty of Information and Communication Technologies, Melbourne, Australia (PhD 2011)
- Hefei University of Technology, Institute of Electronic Commerce, China (former)
According to our database1,
Xiao Liu
authored at least 199 papers
between 2007 and 2024.
Collaborative distances:
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Bibliography
2024
MEAs-Filter: a novel filter framework utilizing evolutionary algorithms for cardiovascular diseases diagnosis.
Health Inf. Sci. Syst., December, 2024
Inf. Fusion, March, 2024
Comput. Intell., February, 2024
Proceedings of the Computational Visual Media - 12th International Conference, 2024
2023
Comput. Graph., November, 2023
J. Syst. Softw., October, 2023
Inf. Process. Manag., September, 2023
Differential privacy in edge computing-based smart city Applications:Security issues, solutions and future directions.
Array, September, 2023
KeepEdge: A Knowledge Distillation Empowered Edge Intelligence Framework for Visual Assisted Positioning in UAV Delivery.
IEEE Trans. Mob. Comput., August, 2023
Jointly learning invocations and descriptions for context-aware mashup tagging with graph attention network.
World Wide Web (WWW), July, 2023
Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer.
J. Syst. Softw., June, 2023
Detecting multi-type self-admitted technical debt with generative adversarial network-based neural networks.
Inf. Softw. Technol., June, 2023
3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-Branch Learning.
IEEE J. Biomed. Health Informatics, April, 2023
IEEE J. Biomed. Health Informatics, April, 2023
IEEE J. Sel. Areas Commun., March, 2023
A Novel Graph-Based Computation Offloading Strategy for Workflow Applications in Mobile Edge Computing.
IEEE Trans. Serv. Comput., 2023
A Multi-Objective Clustering Evolutionary Algorithm for Multi-Workflow Computation Offloading in Mobile Edge Computing.
IEEE Trans. Cloud Comput., 2023
PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoT.
J. Syst. Archit., 2023
Inf. Process. Manag., 2023
Extended Abstract of Graph4Web: A Relation-Aware Graph Attention Network for Web Service Classification.
Proceedings of the IEEE International Conference on Software Analysis, 2023
Multi-Modal Emotion Recognition for Enhanced Requirements Engineering: A Novel Approach.
Proceedings of the 31st IEEE International Requirements Engineering Conference, 2023
Revolutionizing Virtual Shopping Experiences: A Blockchain-Based Metaverse UAV Delivery Solution.
Proceedings of the IEEE International Conference on Metaverse Computing, 2023
EXPRESS 2.0: An Intelligent Service Management Framework for AIoT Systems in the Edge.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023
Report on the 4th Workshop on Human-Centric Software Engineering & Cyber Security (HCSE&CS 2023).
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023, 2023
Fed4ReID: Federated Learning with Data Augmentation for Person Re-identification Service in Edge Computing.
Proceedings of the IEEE International Conference on Web Services, 2023
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
A Federated Multi-Modal Learning Framework Powered by Distributed Ledgers for Cyber-safe and Efficient UAV Delivery Systems.
Proceedings of the IEEE International Conference on Data Mining, 2023
TBAF: A Two-Stage Biometric-Assisted Authentication Framework in Edge-Integrated UAV Delivery System.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023
Multi-UAV Collaborative Face Recognition for Goods Receiver in Edge-Based Smart Delivery Services.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023
We Will Find You: An Edge-Based Multi-UAV Multi-Recipient Identification Method in Smart Delivery Services.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023
Personalized Federated Learning Framework for Person Re-identification in MEC-enabled UAV Delivery Services.
Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023
Securing Smart UAV Delivery Systems Using Zero Trust Principle-Driven Blockchain Architecture.
Proceedings of the IEEE International Conference on Blockchain, 2023
Proceedings of the Third International Symposium on Advanced Security on Software and Systems, 2023
Multi-Featured Anomaly Detection for Mobile Edge Computing Based UAV Delivery Systems.
Proceedings of the 2023 Australasian Computer Science Week, 2023
2022
bi-directional Bayesian probabilistic model based hybrid grained semantic matchmaking for Web service discovery.
World Wide Web, 2022
IEEE Trans. Serv. Comput., 2022
Report on the 2nd Workshop on Human Centric Software Engineering & Cyber Security (HCSE&CS 2021).
ACM SIGSOFT Softw. Eng. Notes, 2022
Sensors, 2022
Tight Lower bound on power consumption for scheduling real-time periodic tasks in core-level DVFS systems.
Parallel Comput., 2022
Entity alignment based on relational semantics augmentation for multilingual knowledge graphs.
Knowl. Based Syst., 2022
<i>Graph4Web</i>: A relation-aware graph attention network for web service classification.
J. Syst. Softw., 2022
Exploiting gated graph neural network for detecting and explaining self-admitted technical debts.
J. Syst. Softw., 2022
J. Syst. Softw., 2022
J. Parallel Distributed Comput., 2022
Inf. Sci., 2022
Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion.
Inf. Process. Manag., 2022
IEEE Internet Things J., 2022
Solving the last mile problem in logistics: A mobile edge computing and blockchain-based unmanned aerial vehicle delivery system.
Concurr. Comput. Pract. Exp., 2022
Test-Driven Multi-Task Learning with Functionally Equivalent Code Transformation for Neural Code Generation.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022
A Novel Adaptive Computation Offloading Strategy for Collaborative DNN Inference over Edge Devices.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022
Continuous Authentication for UAV Delivery Systems Under Zero-Trust Security Framework.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022
Edge4FR: A Novel Device-Edge Collaborative Framework for Facial Recognition in Smart UAV Delivery Systems.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022
2021
A novel knowledge graph embedding based API recommendation method for Mashup development.
World Wide Web, 2021
J. Supercomput., 2021
SCNET: A Novel UGI Cancer Screening Framework Based on Semantic-Level Multimodal Data Fusion.
IEEE J. Biomed. Health Informatics, 2021
Adaptive cross-contextual word embedding for word polysemy with unsupervised topic modeling.
Knowl. Based Syst., 2021
Future Gener. Comput. Syst., 2021
CoRR, 2021
EdgeWorkflowReal: An Edge Computing based Workflow Execution Engine for Smart Systems.
CoRR, 2021
Energy-aware decision-making for dynamic task migration in MEC-based unmanned aerial vehicle delivery system.
Concurr. Comput. Pract. Exp., 2021
Multi-agent reinforcement learning for cost-aware collaborative task execution in energy-harvesting D2D networks.
Comput. Networks, 2021
Proceedings of the 20th IEEE International Conference on Trust, 2021
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021
Message from the CPSCom 2021 Program Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021.
Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021
An Edge based Federated Learning Framework for Person Re-identification in UAV Delivery Service.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021
Relational Graph Neural Network with Neighbor Interactions for Bundle Recommendation Service.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021
Proceedings of the 2021 IEEE International Conference on Web Services, 2021
A Holistic Service Provision Strategy for Drone-as-a-Service in MEC-based UAV Delivery.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021
GraphGallery: A Platform for Fast Benchmarking and Easy Development of Graph Neural Networks Based Intelligent Software.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2021
A Blockchain-aided Self-Sovereign Identity Framework for Edge-based UAV Delivery System.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
Edge4Emotion: An Edge Computing based Multi-source Emotion Recognition Platform for Human-Centric Software Engineering.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
2020
World Wide Web, 2020
Statistical Model Checking-Based Evaluation and Optimization for Cloud Workflow Resource Allocation.
IEEE Trans. Cloud Comput., 2020
Expert Syst. J. Knowl. Eng., 2020
A homogeneous ensemble method for predicting gastric cancer based on gastroscopy reports.
Expert Syst. J. Knowl. Eng., 2020
FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020
Graph4Edge: A Graph-based Computation Offloading Strategy for Mobile-Edge Workflow Applications.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020
Reducing delay penalty of multiple concurrent software projects based on overtime planning.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering Workshops, 2020
Express: An Energy-Efficient and Secure Framework for Mobile Edge Computing and Blockchain based Smart Systems**This research is in part supported by the National Natural Science Foundation of China Project No. 61972001.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020
Detecting and Explaining Self-Admitted Technical Debts with Attention-based Neural Networks.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020
Edge4Real: A Cost-Effective Edge Computing based Human Behaviour Recognition System for Human-Centric Software Engineering.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020
Proceedings of the 2020 IEEE International Conference on Web Services, 2020
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020
2019
Prediction of collective actions using deep neural network and species competition model on social media.
World Wide Web, 2019
A Novel Workflow-Level Data Placement Strategy for Data-Sharing Scientific Cloud Workflows.
IEEE Trans. Serv. Comput., 2019
Sensors, 2019
Diabetic complication prediction using a similarity-enhanced latent Dirichlet allocation model.
Inf. Sci., 2019
Is deep learning better than traditional approaches in tag recommendation for software information sites?
Inf. Softw. Technol., 2019
Future Gener. Comput. Syst., 2019
Appl. Soft Comput., 2019
An Energy-Efficient and Deadline-Aware Task Offloading Strategy Based on Channel Constraint for Mobile Cloud Workflows.
IEEE Access, 2019
A Survey on Multimodal Data-Driven Smart Healthcare Systems: Approaches and Applications.
IEEE Access, 2019
FogWorkflowSim: An Automated Simulation Toolkit for Workflow Performance Evaluation in Fog Computing.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019
Proceedings of the Service-Oriented Computing - ICSOC 2019 Workshops, 2019
A Novel Throughput Based Temporal Violation Handling Strategy for Instance-Intensive Cloud Business Workflows.
Proceedings of the Data Science - 6th International Conference, 2019
Mobility-Aware Workflow Offloading and Scheduling Strategy for Mobile Edge Computing.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019
Proceedings of the Seventh International Conference on Advanced Cloud and Big Data, 2019
2018
World Wide Web, 2018
An Algorithm for Finding the Minimum Cost of Storing and Regenerating Datasets in Multiple Clouds.
IEEE Trans. Cloud Comput., 2018
Softw. Pract. Exp., 2018
Soft error-aware energy-efficient task scheduling for workflow applications in DVFS-enabled cloud.
J. Syst. Archit., 2018
Decision Support for Project Rescheduling to Reduce Software Development Delays based on Ant Colony Optimization.
Int. J. Comput. Intell. Syst., 2018
A sufficient and necessary temporal violation handling point selection strategy in cloud workflow.
Future Gener. Comput. Syst., 2018
Autom. Softw. Eng., 2018
COMEC: Computation Offloading for Video-Based Heart Rate Detection APP in Mobile Edge Computing.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018
CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-Domain Urban Big Data.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018
Adaptive Temporal Verification and Violation Handling for Time-Constrained Business Cloud Workflows.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018
A Cost-Effective Time-Constrained Multi-workflow Scheduling Strategy in Fog Computing.
Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018
Sliding-window based Propagation-aware Temporal Verification for Monitoring Parallel Cloud Business Workflows.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018
2017
The Bayesian Network based program dependence graph and its application to fault localization.
J. Syst. Softw., 2017
A novel collective matrix factorization model for recommendation with fine-grained social trust prediction.
Concurr. Comput. Pract. Exp., 2017
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
Proceedings of the 39th International Conference on Software Engineering, 2017
PaaS - black or white: an investigation into software development model for building retail industry SaaS.
Proceedings of the 39th International Conference on Software Engineering, 2017
Proceedings of the Fifth International Conference on Advanced Cloud and Big Data, 2017
2016
A Dynamic Pricing Reverse Auction-Based Resource Allocation Mechanism in Cloud Workflow Systems.
Sci. Program., 2016
J. Softw. Evol. Process., 2016
Identifying social influence in complex networks: A novel conductance eigenvector centrality model.
Neurocomputing, 2016
A novel framework for semantic entity identification and relationship integration in large scale text data.
Future Gener. Comput. Syst., 2016
A Cost-Effective Strategy for Storing Scientific Datasets with Multiple Service Providers in the Cloud.
CoRR, 2016
Proceedings of the 2016 IEEE International Symposium on Software Reliability Engineering Workshops, 2016
Exploring the Effectiveness of True Abnormal Data Elimination in Context-Aware Web Services Recommendation.
Proceedings of the IEEE International Conference on Web Services, 2016
Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016
A Novel Fine-Grained User Trust Relation Prediction for Improving Recommendation Accuracy.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016
User Role Analysis in Online Social Networks Based on Dirichlet Process Mixture Models.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2016
Where to Fix Temporal Violations: A Novel Handling Point Selection Strategy for Business Cloud Workflows.
Proceedings of the IEEE International Conference on Services Computing, 2016
2015
Time-Series Pattern Based Effective Noise Generation for Privacy Protection on Cloud.
IEEE Trans. Computers, 2015
Dynamic On-the-Fly Minimum Cost Benchmarking for Storing Generated Scientific Datasets in the Cloud.
IEEE Trans. Computers, 2015
Pers. Ubiquitous Comput., 2015
Necessary and sufficient checkpoint selection for temporal verification of high-confidence cloud workflow systems.
Sci. China Inf. Sci., 2015
Proceedings of the 2015 International Conference on Software and System Process, 2015
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015
Energy Consumption Prediction Based on Time-Series Models for CPU-Intensive Activities in the Cloud.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015
Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015
An Epidemic Model Based Temporal Violation Prediction Strategy for Large Batch of Parallel Business Cloud Workflows.
Proceedings of the IEEE International Conference on Data Science and Data Intensive Systems, 2015
2014
ACM Trans. Softw. Eng. Methodol., 2014
Efficient Two-Phase Approaches for Branch-and-Bound Style Resource Constrained Scheduling.
Proceedings of the 2014 27th International Conference on VLSI Design, 2014
Proceedings of the 2014 10th International Conference on Semantics, 2014
Cloud Data Management for Scientific Workflows: Research Issues, Methodologies, and State-of-the-Art.
Proceedings of the 2014 10th International Conference on Semantics, 2014
A gaussian fields based mining method for semi-automating staff assignment in workflow application.
Proceedings of the International Conference on Software and Systems Process 2014, 2014
Workflow temporal verification: an efficient and effective approach for delivering on-time completion.
Proceedings of the International Conference on Software and Systems Process 2014, 2014
Throughput based temporal verification for monitoring large batch of parallel processes.
Proceedings of the International Conference on Software and Systems Process 2014, 2014
A novel quantitative evaluation approach for software project schedules using statistical model checking.
Proceedings of the 36th International Conference on Software Engineering, 2014
Proceedings of the IEEE 18th International Conference on Computer Supported Cooperative Work in Design, 2014
Queueing Theory Based Service Replica Strategy for Business Process Efficiency Optimization in Community Cloud.
Proceedings of the International Conference on Cloud Computing and Big Data, 2014
Variation-Aware Resource Allocation Evaluation for Cloud Workflows Using Statistical Model Checking.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014
2013
A Highly Practical Approach toward Achieving Minimum Data Sets Storage Cost in the Cloud.
IEEE Trans. Parallel Distributed Syst., 2013
J. Supercomput., 2013
Semantic Entity Identification in Large Scale Data via Statistical Features and DT-SVM.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013
Selecting checkpoints along the time line: a novel temporal checkpoint selection strategy for monitoring a batch of parallel business processes.
Proceedings of the 35th International Conference on Software Engineering, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
A Novel Deadline Assignment Strategy for a Large Batch of Parallel Tasks with Soft Deadlines in the Cloud.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013
An Algorithm for Cost-Effectively Storing Scientific Datasets with Multiple Service Providers in the Cloud.
Proceedings of the 9th IEEE International Conference on eScience, 2013
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013
The Design of a Workflow Recommendation System for Workflow as a Service in the Cloud.
Proceedings of the Business Process Management Workshops, 2013
2012
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4614-1933-4, 2012
A data dependency based strategy for intermediate data storage in scientific cloud workflow systems.
Concurr. Comput. Pract. Exp., 2012
A Time-Series Pattern Based Noise Generation Strategy for Privacy Protection in Cloud Computing.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012
2011
IEEE Trans. Software Eng., 2011
A novel statistical time-series pattern based interval forecasting strategy for activity durations in workflow systems.
J. Syst. Softw., 2011
A novel general framework for automatic and cost-effective handling of recoverable temporal violations in scientific workflow systems.
J. Syst. Softw., 2011
On-demand minimum cost benchmarking for intermediate dataset storage in scientific cloud workflow systems.
J. Parallel Distributed Comput., 2011
A probabilistic strategy for temporal constraint management in scientific workflow systems.
Concurr. Comput. Pract. Exp., 2011
Proceedings of the IEEE Ninth International Conference on Dependable, 2011
A Local-Optimisation Based Strategy for Cost-Effective Datasets Storage of Scientific Applications in the Cloud.
Proceedings of the IEEE International Conference on Cloud Computing, 2011
2010
A Compromised-Time-Cost Scheduling Algorithm in SwinDeW-C for Instance-Intensive Cost-Constrained Workflows on a Cloud Computing Platform.
Int. J. High Perform. Comput. Appl., 2010
Future Gener. Comput. Syst., 2010
Integrating classification capability and reliability in associative classification: A beta-stronger model.
Expert Syst. Appl., 2010
A cost-effective strategy for intermediate data storage in scientific cloud workflow systems.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
An Effective Framework of Light-Weight Handling for Three-Level Fine-Grained Recoverable Temporal Violations in Scientific Workflows.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010
Proceedings of the 2010 International Conference on Computational Intelligence and Security, 2010
Handling Recoverable Temporal Violations in Scientific Workflow Systems: A Workflow Rescheduling Based Strategy.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010
Proceedings of the Handbook of Cloud Computing., 2010
2009
Achieving On-Time Delivery: A Two-Stage Probabilistic Scheduling Strategy for Software Projects.
Proceedings of the Trustworthy Software Development Processes, 2009
2008
CSMC: A combination strategy for multi-class classification based on multiple association rules.
Knowl. Based Syst., 2008
An Algorithm in SwinDeW-C for Scheduling Transaction-Intensive Cost-Constrained Cloud Workflows.
Proceedings of the Fourth International Conference on e-Science, 2008
Forecasting Duration Intervals of Scientific Workflow Activities Based on Time-Series Patterns.
Proceedings of the Fourth International Conference on e-Science, 2008
Proceedings of the Business Process Management, 6th International Conference, 2008
A QSQL-based Efficient Planning Algorithm for Fully-automated Service Composition in Dynamic Service Environments.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008
2007
Proceedings of the Rough Sets, 2007