Yan Liu

According to our database, Yan Liu authored at least 109 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Assessment of Software Vulnerability Contributing Factors by Model-Agnostic Explainable AI.

Ding Li, Yan Liu, Jun Huang

Mach. Learn. Knowl. Extr., June, 2024

An Open API Architecture to Discover the Trustworthy Explanation of Cloud AI Services.

Zerui Wang, Yan Liu, Jun Huang

IEEE Trans. Cloud Comput., 2024

Observability and Explainability for Software Systems Decision Making.

Yan Liu, Abdelwahab Hamou-Lhadj, Jiye Li, Qinghua Lu

IEEE Softw., 2024

STAA: Spatio-Temporal Attention Attribution for Real-Time Interpreting Transformer-based Video Models.

Zerui Wang, Yan Liu

CoRR, 2024

Analyzing the Quality Attributes of AI Vision Models in Open Repositories Under Adversarial Attacks.

Zerui Wang, Yan Liu

CoRR, 2024

Enhancing Self-Supervised Learning through Explainable Artificial Intelligence Mechanisms: A Computational Analysis.

Elie Neghawi, Yan Liu

Big Data Cogn. Comput., 2024

XAIport: A Service Framework for the Early Adoption of XAI in AI Model Development.

Zerui Wang, Yan Liu, Abishek Arumugam Thiruselvi, Abdelwahab Hamou-Lhadj

Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results, 2024

Cloud-Based XAI Services for Assessing Open Repository Models Under Adversarial Attacks.

Zerui Wang, Yan Liu

Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023

Analysing Semi-Supervised ConvNet Model Performance with Computation Processes.

Elie Neghawi, Yan Liu

Mach. Learn. Knowl. Extr., December, 2023

Adaptive differential privacy in vertical federated learning for mobility forecasting.

Fatima Zahra Errounda, Yan Liu

Future Gener. Comput. Syst., December, 2023

SAITS: Self-attention-based imputation for time series.

Wenjie Du, David Côté, Yan Liu

Expert Syst. Appl., June, 2023

A Trustworthy View on Explainable Artificial Intelligence Method Evaluation.

Ding Li, Yan Liu, Jun Huang, Zerui Wang

Computer, April, 2023

Linking Team-level and Organization-level Governance in Machine Learning Operations through Explainable AI and Responsible AI Connector.

Elie Neghawi, Zerui Wang, Jun Huang, Yan Liu

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

Cloud-Based Framework for Spatio-Temporal Trajectory Data Segmentation and Query.

Huaqiang Kang, Yan Liu, Weishan Zhang

IEEE Trans. Cloud Comput., 2022

A Mobility Forecasting Framework with Vertical Federated Learning.

Fatima Zahra Errounda, Yan Liu

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

The Analysis and Development of an XAI Process on Feature Contribution Explanation.

Jun Huang, Zerui Wang, Ding Li, Yan Liu

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Maximizing Cloud Revenue using Dynamic Pricing of Multiple Class Virtual Machines.

Fadi Alzhouri, Anjali Agarwal, Yan Liu

IEEE Trans. Cloud Comput., 2021

Collective location statistics release with local differential privacy.

Fatima Zahra Errounda, Yan Liu

Future Gener. Comput. Syst., 2021

The Analysis of Time Series Forecasting on Resource Provision of Cloud-based Game Servers.

Esma Mouine, Yan Liu, Jincheng Sun, Mathieu Nayrolles, Mahzad Kalantari

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Parallel Discovery of Trajectory Companion Pattern and System Evaluation.

Yongyi Xian, Yan Liu, Chuanfei Xu, Sameh Elnikety, Elie Neghawi

J. Inf. Process., 2020

Software-driven big data analytics.

Rajiv Ranjan, Zheng Li, Massimo Villari, Yan Liu, Dimitrios Georgakopoulos

Computing, 2020

Dynamic Resource Management for Cloud Spot Markets.

Fadi Alzhouri, Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Yan Liu, Sadeq Younis

IEEE Access, 2020

Evaluation of Parameter Update Effects in Deep Semi-Supervised Learning Algorithms.

Elie Neghawi, Yan Liu

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

Hybrid Machine Learning Models of Classifying Residential Requests for Smart Dispatching.

Tianen Chen, Jincheng Sun, Hongyi Lin, Yan Liu

CoRR, 2019

Modeling IoT Equipment With Graph Neural Networks.

Weishan Zhang, Yafei Zhang, Liang Xu, Jiehan Zhou, Yan Liu, Mu Guis, Xin Liu, Su Yang

IEEE Access, 2019

Towards a cloud performance research repository.

Ian Gorton, Shravanthi Rajagopal, Yan Liu

Proceedings of the 2nd International Workshop on Establishing a Community-Wide Infrastructure for Architecture-Based Software Engineering, 2019

An Analysis of Differential Privacy Research in Location Data.

Fatima Zahra Errounda, Yan Liu

Proceedings of the 5th IEEE International Conference on Big Data Security on Cloud, 2019

2018

Modelling and coordinating multi-source distributed power system models in service-oriented architecture.

Yan Liu, Jared M. Chase, Ian Gorton, Mark Rice, Adam Wynne

Int. J. High Perform. Comput. Netw., 2018

LSTM-Based Analysis of Industrial IoT Equipment.

Weishan Zhang, Wuwu Guo, Xin Liu, Yan Liu, Jiehan Zhou, Bo Li, Qinghua Lu, Su Yang

IEEE Access, 2018

Using Microservices for Rapid Creation of Remote Sensing Products.

Bo Xiang, Zheng Li, Yan Liu, He Zhang

Proceedings of the 2018 IEEE International Conference on Software Architecture Companion, 2018

2017

A Methodology of Guiding Web Content Mining and Knowledge Discovery in Evidence-based Software Engineering.

Zheng Li, Yan Liu

CoRR, 2017

Dynamic Pricing for Maximizing Cloud Revenue: A Column Generation Approach.

Fadi Alzhouri, Anjali Agarwal, Yan Liu, Ahmed Saleh Bataineh

Proceedings of the 18th International Conference on Distributed Computing and Networking, 2017

An Online-Offline Combined Big Data Mining Platform.

Weishan Zhang, Hao Lv, Liang Xu, Yan Liu, Xin Liu, Qinghua Lu, Zhongwei Li, Jiehan Zhou

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Including Pervasive Web Content in Evidence-Based Software Engineering: A Case Study.

Jinyu Ma, Zheng Li, Yan Liu

Proceedings of the 24th Asia-Pacific Software Engineering Conference Workshops, 2017

2016

Uncertainty Analysis of Middleware Services for Streaming Smart Grid Applications.

Ilge Akkaya, Yan Liu, Edward A. Lee

IEEE Trans. Serv. Comput., 2016

A Deep-Intelligence Framework for Online Video Processing.

Weishan Zhang, Liang Xu, Zhongwei Li, Qinghua Lu, Yan Liu

IEEE Softw., 2016

Model driven performance simulation of cloud provisioned Hadoop mapreduce applications.

Hanieh Alipour, Yan Liu, Abdelwahab Hamou-Lhadj, Ian Gorton

Proceedings of the 8th International Workshop on Modeling in Software Engineering, 2016

Evaluation of Data Mining Tools for Telecommunication Monitoring Data Using Design of Experiment.

Samneet Singh, Yan Liu, Wayne Ding, Zheng Li

Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2015

Exploring Performance Models of Hadoop Applications on Cloud Architecture.

Xing Wu, Yan Liu, Ian Gorton

Proceedings of the 11th International ACM SIGSOFT Conference on Quality of Software Architectures, 2015

Teaching Programming on Cloud: A Perspective Beyond Programming.

Yan Liu

Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

Scalability and Cost Evaluation of Incremental Data Processing Using Amazon's Hadoop Service.

Xing Wu, Yan Liu, Ian Gorton

Proceedings of the Big Data - Algorithms, Analytics, and Applications., 2015

2014

Investigating dependencies in software requirements for change propagation analysis.

He Zhang, Juan Li, Liming Zhu, D. Ross Jeffery, Yan Liu, Qing Wang, Mingshu Li

Inf. Softw. Technol., 2014

Domain-Specific Languages for Developing and Deploying Signature Discovery Workflows.

Ferosh Jacob, Adam Wynne, Yan Liu, Jeff Gray

Comput. Sci. Eng., 2014

Reveal: An Extensible Reduced-Order Model Builder for Simulation and Modeling.

Khushbu Agarwal, Sharma Poorva, Jinliang Ma, Chaomei Lo, Ian Gorton, Yan Liu

Comput. Sci. Eng., 2014

Enabling A Load Adaptive Distributed Stream Processing Platform on Synchronized Clusters.

Xing Wu, Yan Liu

Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

A contextual approach for effective recovery of inter-process communication patterns from HPC traces.

Luay Alawneh, Abdelwahab Hamou-Lhadj, Syed Shariyar Murtaza, Yan Liu

Proceedings of the 2014 Software Evolution Week, 2014

Analyzing auto-scaling issues in cloud environments.

Hanieh Alipour, Yan Liu, Abdelwahab Hamou-Lhadj

Proceedings of 24th Annual International Conference on Computer Science and Software Engineering, 2014

Optimization of Load Adaptive Distributed Stream Processing Services.

Xing Wu, Yan Liu

Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013

Architecture-Based Adaptivity Support for Service Oriented Scientific Workflows.

Yan Liu, Ian Gorton, Adam Wynne

Proceedings of the Seventh IEEE International Symposium on Service-Oriented System Engineering, 2013

Towards a Collaborative Simulation Platform for Renewable Energy Systems.

Shuai Lu, Yan Liu, Da Meng

Proceedings of the IEEE Ninth World Congress on Services, 2013

Modeling uncertainty for middleware-based streaming power grid applications.

Ilge Akkaya, Yan Liu, Edward A. Lee, Ian Gorton

Proceedings of the 8th Workshop on Middleware for Next Generation Internet Computing, 2013

A Hybrid Indoor Positioning Approach for Supermarkets.

Weishan Zhang, Yuhao Wang, Licheng Chen, Yan Liu, Yuan Rao

Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013

BPMashup: Dynamic Execution of RESTful Processes.

Xiwei Xu, Ingo Weber, Liming Zhu, Yan Liu, Paul Rimba, Qinghua Lu

Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013

2nd international workshop on software engineering challenges for the smart grid (SE4SG 2013).

Ian Gorton, Yan Liu, Heiko Koziolek, Anne Koziolek, Mazeiar Salehie

Proceedings of the 35th International Conference on Software Engineering, 2013

GridOPTICS(TM) A Novel Software Framework for Integrating Power Grid Data Storage, Management and Analysis.

Ian Gorton, Jian Yin, Bora A. Akyol, Selim Ciraci, Terence Critchlow, Yan Liu, Tara D. Gibson, Sumit Purohit, Sharma Poorva, Vlachopoulou Maria

Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Build less code deliver more science: an experience report on composing scientific environments using component-based and commodity software platforms.

Ian Gorton, Yan Liu, Carina Lansing, Todd Elsethagen, Kerstin Kleese van Dam

Proceedings of the CBSE'13, 2013

2012

Velo: A Knowledge-Management Framework for Modeling and Simulation.

Ian Gorton, Chandrika Sivaramakrishnan, Gary D. Black, Signe White, Sumit Purohit, Carina Lansing, Michael C. Madison, Karen Schuchardt, Yan Liu

Comput. Sci. Eng., 2012

Domain-specific languages for composing signature discovery workflows.

Ferosh Jacob, Jeff Gray, Adam Wynne, Yan Liu, Nathan A. Baker

Proceedings of the 2012 Workshop on Domain-Specific Modeling, 2012

Distributing Power Grid State Estimation on HPC Clusters - A System Architecture Prototype.

Yan Liu, Wei Jiang, Shuangshuang Jin, Mark Rice, Yousu Chen

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

A Service Oriented Architecture for Exploring High Performance Distributed Power Models.

Yan Liu, Jared Chase, Ian Gorton

Proceedings of the Service-Oriented Computing - 10th International Conference, 2012

GridOPTICS(TM): a design for plug-and-play smart grid software architecture.

Ian Gorton, Yan Liu, Jian Yin

Proceedings of the First International Workshop on Software Engineering Challenges for the Smart Grid, 2012

Computational Challenges for Power System Operation.

Yousu Chen, Zhenyu Huang, Yan Liu, Mark Rice, Shuangshuang Jin

Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

An initial evaluation of requirements dependency types in change propagation analysis.

Juan Li, Liming Zhu, D. Ross Jeffery, Yan Liu, He Zhang, Qing Wang, Mingshu Li

Proceedings of the 16th International Conference on Evaluation & Assessment in Software Engineering, 2012

Velo and REXAN - Integrated data management and high speed analysis for experimental facilities.

Kerstin Kleese van Dam, James P. Carson, Abigail L. Corrigan, Daniel R. Einstein, Zoe Guillen, Brandi Heath, Andrew P. Kuprat, Ingela Lanekoff, Carina Lansing, Julia Laskin, Dongsheng Li, Yan Liu, Matthew J. Marshall, Erin A. Miller, Galya Orr, Paulo Pinheiro da Silva, Seun Ryu, Craig Szymanski, Mathew Thomas

Proceedings of the 8th IEEE International Conference on E-Science, 2012

2011

Components in the Pipeline.

Ian Gorton, Adam Wynne, Yan Liu, Jian Yin

IEEE Softw., 2011

Composing enterprise mashup components and services using architecture integration patterns.

Yan Liu, Xin Liang, Lingzhi Xu, Mark Staples, Liming Zhu

J. Syst. Softw., 2011

Scientific workflows composition and deployment on SOA frameworks.

Yan Liu, Ian Gorton, Adam Wynne, Anand Kulkarni

Proceedings of the IEEE 6th International Symposium on Service Oriented System Engineering, 2011

Towards Composing Data Aware Systems Biology Workflows on Cloud Platforms: A MeDICi-Based Approach.

Ian Gorton, Yan Liu, Jian Yin, Anand Kulkarni, Adam Wynne

Proceedings of the World Congress on Services, 2011

Designing a Distributed Systems Architecture Testbed for Real-Time Power Grid Systems.

Yan Liu, Ian Gorton, Yousu Chen, Shuangshuang Jin

Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

Designing the Cloud-Based DOE Systems Biology Knowledgebase.

Carina Lansing, Yan Liu, Jian Yin, Abigail L. Corrigan, Zoe Guillen, Kerstin Kleese van Dam, Ian Gorton

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010

An Architectural Style for Process-Intensive Web Information Systems.

Xiwei Xu, Liming Zhu, Udo Kannengiesser, Yan Liu

Proceedings of the Web Information Systems Engineering - WISE 2010, 2010

Advancing software architecture modeling for large scale heterogeneous systems.

Ian Gorton, Yan Liu

Proceedings of the Workshop on Future of Software Engineering Research, 2010

Engineering High Performance Service-Oriented Pipeline Applications with MeDICi.

Ian Gorton, Adam Wynne, Yan Liu

Proceedings of the Service-Oriented Computing, 2010

An Architectural Approach to Composing Reputation-Based Distributed Services.

Suronapee Phoomvuthisarn, Yan Liu, Liming Zhu

Proceedings of the Software Architecture, 4th European Conference, 2010

Exploring Architecture Options for a Federated, Cloud-Based System Biology Knowledgebase.

Ian Gorton, Yan Liu, Jian Yin

Proceedings of the Cloud Computing, Second International Conference, 2010

2009

An architecting method for distributed process-intensive systems.

Xiwei Xu, Liming Zhu, Mark Staples, Yan Liu

Proceedings of the Joint Working IEEE/IFIP Conference on Software Architecture 2009 and European Conference on Software Architecture 2009, 2009

Using architecture integration patterns to compose enterprise mashups.

Yan Liu, Xin Liang, Lingzhi Xu, Mark Staples, Liming Zhu

Proceedings of the Joint Working IEEE/IFIP Conference on Software Architecture 2009 and European Conference on Software Architecture 2009, 2009

A Process Modeling-Based Approach for Web Service Management.

Yan Liu

Proceedings of the IEEE International Conference on Web Services, 2009

Model Driven Development with non-functional aspects.

Liming Zhu, Yan Liu

Proceedings of the 2009 ICSE Workshop on Aspect-Oriented Requirements Engineering and Architecture Design, 2009

2008

An extensible and lightweight architecture for adaptive server applications.

Ian Gorton, Yan Liu, Nihar Trivedi

Softw. Pract. Exp., 2008

The architecture of an event correlation service for adaptive middleware-based applications.

Yan Liu, Ian Gorton, Vinh Kah Lee

J. Syst. Softw., 2008

Middleware Architecture Evaluation for Dependable Self-managing Systems.

Yan Liu, Muhammad Ali Babar, Ian Gorton

Proceedings of the Quality of Software Architectures. Models and Architectures, 2008

Composing Adaptive Web Services on COTS Middleware.

Yan Liu, Simon Truong, Shiping Chen, Liming Zhu

Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

An Autonomic Middleware Solution for Coordinating Multiple QoS Controls.

Yan Liu, Min'an Tan, Ian Gorton, Andrew John Clayphan

Proceedings of the Service-Oriented Computing, 2008

Resource-oriented business process modeling for ultra-large-scale systems.

Xiwei Xu, Liming Zhu, Yan Liu, Mark Staples

Proceedings of the 2nd international workshop on Ultra-large-scale software-intensive systems, 2008

Towards process-based composition of self-managing service-oriented systems.

Min'an Tan, Yan Liu, Liming Zhu

Proceedings of the 2nd International Workshop on Systems Development in SOA Environments, 2008

On Combining WS-Policy4MASC and ASF to Support Business-Driven Autonomic Service-Oriented Computing.

Vladimir Tosic, Yan Liu, Liming Zhu

Proceedings of the Business Process Management Workshops, 2008

Resource-Oriented Architecture for Business Processes.

Xiwei Xu, Liming Zhu, Yan Liu, Mark Staples

Proceedings of the 15th Asia-Pacific Software Engineering Conference (APSEC 2008), 2008

2007

MDABench: Customized benchmark generation using MDA.

Liming Zhu, Ngoc Bao Bui, Yan Liu, Ian Gorton

J. Syst. Softw., 2007

CAmkES: A component model for secure microkernel-based embedded systems.

Ihor Kuz, Yan Liu, Ian Gorton, Gernot Heiser

J. Syst. Softw., 2007

Extending the Capabilities of Component Models for Embedded Systems.

Ihor Kuz, Yan Liu

Proceedings of the Software Architectures, 2007

Non-Functional Property Driven Service Governance: Performance Implications.

Yan Liu, Liming Zhu, Len Bass, Ian Gorton, Mark Staples

Proceedings of the Service-Oriented Computing, 2007

Revel8or: Model Driven Capacity Planning Tool Suite.

Liming Zhu, Yan Liu, Ngoc Bao Bui, Ian Gorton

Proceedings of the 29th International Conference on Software Engineering (ICSE 2007), 2007

Implementing Adaptive Performance Management in Server Applications.

Yan Liu, Ian Gorton

Proceedings of the 2007 ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems, 2007

Tools for Model Driven Development.

Liming Zhu, Yan Liu, Ian Gorton, Ihor Kuz

Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

Performance Prediction of Service-Oriented Applications based on an Enterprise Service Bus.

Yan Liu, Ian Gorton, Liming Zhu

Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

Performance Assessment for e-Government Services: An Experience Report.

Yan Liu, Liming Zhu, Ian Gorton

Proceedings of the Component-Based Software Engineering, 10th International Symposium, 2007

A Configurable Event Correlation Architecture for Adaptive J2EE Applications.

Yan Liu, Ian Gorton, Vinh Khanh Le

Proceedings of the 18th Australian Software Engineering Conference (ASWEC 2007), 2007

Benchmark Generation Using Domain Specific Modeling.

Ngoc Bao Bui, Liming Zhu, Ian Gorton, Yan Liu

Proceedings of the 18th Australian Software Engineering Conference (ASWEC 2007), 2007

2006

MEMS: A Method for Evaluating Middleware Architectures.

Yan Liu, Ian Gorton, Len Bass, Cuong Hoang, Suhail Abanmi

Proceedings of the Quality of Software Architectures, 2006

Enabling adaptation of J2EE applications using components, web services and aspects.

Yan Liu

Proceedings of the 5th workshop on Adaptive and reflective middleware, 2006

An extensible, lightweight architecture for adaptive J2EE applications.

Ian Gorton, Yan Liu, Nihar Trivedi

Proceedings of the 6th International Workshop on Software Engineering and Middleware, 2006

2005

Design-Level Performance Prediction of Component-Based Applications.

Yan Liu, Alan D. Fekete, Ian Gorton

IEEE Trans. Software Eng., 2005

Performance prediction of component-based applications.

Shiping Chen, Yan Liu, Ian Gorton, Anna Liu

J. Syst. Softw., 2005

Customized Benchmark Generation Using MDA.

Liming Zhu, Yan Liu, Ian Gorton, Ngoc Bao Bui

Proceedings of the Fifth Working IEEE / IFIP Conference on Software Architecture (WICSA 2005), 2005

MDAbench: a tool for customized benchmark generation using MDA.

Liming Zhu, Yan Liu, Ian Gorton, Ngoc Bao Bui

Proceedings of the Companion to the 20th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2005

Performance Prediction of J2EE Applications Using Messaging Protocols.

Yan Liu, Ian Gorton

Proceedings of the Component-Based Software Engineering, 8th International Symposium, 2005

2004

Predicting the performance of middleware-based applications at the design level.

Yan Liu, Alan D. Fekete, Ian Gorton

Proceedings of the Fourth International Workshop on Software and Performance, 2004

Accuracy of Performance Prediction for EJB Applications: A Statistical Analysis.

Yan Liu, Ian Gorton

Proceedings of the Software Engineering and Middleware, 4th International Workshop, 2004