Yan Liu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 22

Top Topics

Dynamic Pricing

Inventory Replenishment

Video Processing

Distributed Stream Processing

Top Venues

IEEE Trans. Cloud Comput.

Comput. Sci. Eng.

Mach. Learn. Knowl. Extr.

Publications

Zerui Wang, Yan Liu, Abishek Arumugam Thiruselvi, Abdelwahab Hamou-Lhadj
XAIport: A Service Framework for the Early Adoption of XAI in AI Model Development. NIER@ICSE (2024)
Elie Neghawi, Yan Liu
Enhancing Self-Supervised Learning through Explainable Artificial Intelligence Mechanisms: A Computational Analysis. Big Data Cogn. Comput. 8 (6) (2024)
Zerui Wang, Yan Liu, Jun Huang
An Open API Architecture to Discover the Trustworthy Explanation of Cloud AI Services. IEEE Trans. Cloud Comput. 12 (2) (2024)
Zerui Wang, Yan Liu
Analyzing the Quality Attributes of AI Vision Models in Open Repositories Under Adversarial Attacks. CoRR (2024)
Ding Li, Yan Liu, Jun Huang
Assessment of Software Vulnerability Contributing Factors by Model-Agnostic Explainable AI. Mach. Learn. Knowl. Extr. 6 (2) (2024)
Elie Neghawi, Zerui Wang, Jun Huang, Yan Liu
Linking Team-level and Organization-level Governance in Machine Learning Operations through Explainable AI and Responsible AI Connector. COMPSAC (2023)
Ding Li, Yan Liu, Jun Huang, Zerui Wang
A Trustworthy View on Explainable Artificial Intelligence Method Evaluation. Computer 56 (4) (2023)
Wenjie Du, David Côté, Yan Liu
SAITS: Self-attention-based imputation for time series. Expert Syst. Appl. 219 (2023)
Fatima Zahra Errounda, Yan Liu
Adaptive differential privacy in vertical federated learning for mobility forecasting. Future Gener. Comput. Syst. 149 (2023)
Elie Neghawi, Yan Liu
Analysing Semi-Supervised ConvNet Model Performance with Computation Processes. Mach. Learn. Knowl. Extr. 5 (4) (2023)
Huaqiang Kang, Yan Liu, Weishan Zhang
Cloud-Based Framework for Spatio-Temporal Trajectory Data Segmentation and Query. IEEE Trans. Cloud Comput. 10 (1) (2022)
Fadi Alzhouri, Anjali Agarwal, Yan Liu
Maximizing Cloud Revenue using Dynamic Pricing of Multiple Class Virtual Machines. IEEE Trans. Cloud Comput. 9 (2) (2021)
Fadi Alzhouri, Suhib Bani Melhem, Anjali Agarwal, Mustafa Daraghmeh, Yan Liu, Sadeq Younis
Dynamic Resource Management for Cloud Spot Markets. IEEE Access 8 (2020)
Ian Gorton, Shravanthi Rajagopal, Yan Liu
Towards a cloud performance research repository. ECASE@ICSE (2019)
Weishan Zhang, Yafei Zhang, Liang Xu, Jiehan Zhou, Yan Liu, Mu Guis, Xin Liu, Su Yang
Modeling IoT Equipment With Graph Neural Networks. IEEE Access 7 (2019)
Bo Xiang, Zheng Li, Yan Liu, He Zhang
Using Microservices for Rapid Creation of Remote Sensing Products. ICSA Companion (2018)
Yan Liu, Jared M. Chase, Ian Gorton, Mark Rice, Adam Wynne
Modelling and coordinating multi-source distributed power system models in service-oriented architecture. Int. J. High Perform. Comput. Netw. 12 (2) (2018)
Weishan Zhang, Wuwu Guo, Xin Liu, Yan Liu, Jiehan Zhou, Bo Li, Qinghua Lu, Su Yang
LSTM-Based Analysis of Industrial IoT Equipment. IEEE Access 6 (2018)
Weishan Zhang, Hao Lv, Liang Xu, Yan Liu, Xin Liu, Qinghua Lu, Zhongwei Li, Jiehan Zhou
An Online-Offline Combined Big Data Mining Platform. DASC/PiCom/DataCom/CyberSciTech (2017)
Fadi Alzhouri, Anjali Agarwal, Yan Liu, Ahmed Saleh Bataineh
Dynamic Pricing for Maximizing Cloud Revenue: A Column Generation Approach. ICDCN (2017)
Weishan Zhang, Liang Xu, Zhongwei Li, Qinghua Lu, Yan Liu
A Deep-Intelligence Framework for Online Video Processing. IEEE Softw. 33 (2) (2016)
Hanieh Alipour, Yan Liu, Abdelwahab Hamou-Lhadj, Ian Gorton
Model driven performance simulation of cloud provisioned Hadoop mapreduce applications. MiSE@ICSE (2016)
Xing Wu, Yan Liu, Ian Gorton
Exploring Performance Models of Hadoop Applications on Cloud Architecture. QoSA (2015)
Yan Liu
Teaching Programming on Cloud: A Perspective Beyond Programming. CloudCom (2015)
Xing Wu, Yan Liu
Optimization of Load Adaptive Distributed Stream Processing Services. IEEE SCC (2014)
Xing Wu, Yan Liu
Enabling A Load Adaptive Distributed Stream Processing Platform on Synchronized Clusters. IC2E (2014)
He Zhang, Juan Li, Liming Zhu, D. Ross Jeffery, Yan Liu, Qing Wang, Mingshu Li
Investigating dependencies in software requirements for change propagation analysis. Inf. Softw. Technol. 56 (1) (2014)
Khushbu Agarwal, Sharma Poorva, Jinliang Ma, Chaomei Lo, Ian Gorton, Yan Liu
Reveal: An Extensible Reduced-Order Model Builder for Simulation and Modeling. Comput. Sci. Eng. 16 (2) (2014)
Ferosh Jacob, Adam Wynne, Yan Liu, Jeff Gray
Domain-Specific Languages for Developing and Deploying Signature Discovery Workflows. Comput. Sci. Eng. 16 (1) (2014)
Xiwei Xu, Ingo Weber, Liming Zhu, Yan Liu, Paul Rimba, Qinghua Lu
BPMashup: Dynamic Execution of RESTful Processes. ICSOC Workshops (2013)
Ian Gorton, Yan Liu, Carina Lansing, Todd Elsethagen, Kerstin Kleese van Dam
Build less code deliver more science: an experience report on composing scientific environments using component-based and commodity software platforms. CBSE (2013)
Ian Gorton, Jian Yin, Bora A. Akyol, Selim Ciraci, Terence Critchlow, Yan Liu, Tara D. Gibson, Sumit Purohit, Sharma Poorva, Vlachopoulou Maria
GridOPTICS(TM) A Novel Software Framework for Integrating Power Grid Data Storage, Management and Analysis. HICSS (2013)
Ian Gorton, Yan Liu, Heiko Koziolek, Anne Koziolek, Mazeiar Salehie
2nd international workshop on software engineering challenges for the smart grid (SE4SG 2013). ICSE (2013)
Yan Liu, Ian Gorton, Adam Wynne
Architecture-Based Adaptivity Support for Service Oriented Scientific Workflows. SOSE (2013)
Ilge Akkaya, Yan Liu, Edward A. Lee, Ian Gorton
Modeling uncertainty for middleware-based streaming power grid applications. MW4NextGen@Middleware (2013)
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
Velo and REXAN - Integrated data management and high speed analysis for experimental facilities. eScience (2012)
Ian Gorton, Yan Liu, Jian Yin
GridOPTICS(TM): a design for plug-and-play smart grid software architecture. SE4SG@ICSE (2012)
Juan Li, Liming Zhu, D. Ross Jeffery, Yan Liu, He Zhang, Qing Wang, Mingshu Li
An initial evaluation of requirements dependency types in change propagation analysis. EASE (2012)
Ferosh Jacob, Jeff Gray, Adam Wynne, Yan Liu, Nathan A. Baker
Domain-specific languages for composing signature discovery workflows. DSM@SPLASH (2012)
Ian Gorton, Chandrika Sivaramakrishnan, Gary D. Black, Signe White, Sumit Purohit, Carina Lansing, Michael C. Madison, Karen Schuchardt, Yan Liu
Velo: A Knowledge-Management Framework for Modeling and Simulation. Comput. Sci. Eng. 14 (2) (2012)
Yan Liu, Jared Chase, Ian Gorton
A Service Oriented Architecture for Exploring High Performance Distributed Power Models. ICSOC (2012)
Carina Lansing, Yan Liu, Jian Yin, Abigail L. Corrigan, Zoe Guillen, Kerstin Kleese van Dam, Ian Gorton
Designing the Cloud-Based DOE Systems Biology Knowledgebase. IPDPS Workshops (2011)
Ian Gorton, Adam Wynne, Yan Liu, Jian Yin
Components in the Pipeline. IEEE Softw. 28 (3) (2011)
Yan Liu, Ian Gorton, Yousu Chen, Shuangshuang Jin
Designing a Distributed Systems Architecture Testbed for Real-Time Power Grid Systems. SEKE (2011)
Yan Liu, Xin Liang, Lingzhi Xu, Mark Staples, Liming Zhu
Composing enterprise mashup components and services using architecture integration patterns. J. Syst. Softw. 84 (9) (2011)
Yan Liu, Ian Gorton, Adam Wynne, Anand Kulkarni
Scientific workflows composition and deployment on SOA frameworks. SOSE (2011)
Ian Gorton, Yan Liu, Jian Yin, Anand Kulkarni, Adam Wynne
Towards Composing Data Aware Systems Biology Workflows on Cloud Platforms: A MeDICi-Based Approach. SERVICES (2011)
Ian Gorton, Yan Liu
Advancing software architecture modeling for large scale heterogeneous systems. FoSER (2010)
Xiwei Xu, Liming Zhu, Udo Kannengiesser, Yan Liu
An Architectural Style for Process-Intensive Web Information Systems. WISE (2010)
Ian Gorton, Adam Wynne, Yan Liu
Engineering High Performance Service-Oriented Pipeline Applications with MeDICi. ICSOC Workshops (2010)
Ian Gorton, Yan Liu, Jian Yin
Exploring Architecture Options for a Federated, Cloud-Based System Biology Knowledgebase. CloudCom (2010)
Suronapee Phoomvuthisarn, Yan Liu, Liming Zhu
An Architectural Approach to Composing Reputation-Based Distributed Services. ECSA (2010)
Xiwei Xu, Liming Zhu, Mark Staples, Yan Liu
An architecting method for distributed process-intensive systems. WICSA/ECSA (2009)
Yan Liu
A Process Modeling-Based Approach for Web Service Management. ICWS (2009)
Yan Liu, Xin Liang, Lingzhi Xu, Mark Staples, Liming Zhu
Using architecture integration patterns to compose enterprise mashups. WICSA/ECSA (2009)
Ian Gorton, Yan Liu, Nihar Trivedi
An extensible and lightweight architecture for adaptive server applications. Softw. Pract. Exp. 38 (8) (2008)
Yan Liu, Min'an Tan, Ian Gorton, Andrew John Clayphan
An Autonomic Middleware Solution for Coordinating Multiple QoS Controls. ICSOC (2008)
Yan Liu, Simon Truong, Shiping Chen, Liming Zhu
Composing Adaptive Web Services on COTS Middleware. ICWS (2008)
Vladimir Tosic, Yan Liu, Liming Zhu
On Combining WS-Policy4MASC and ASF to Support Business-Driven Autonomic Service-Oriented Computing. Business Process Management Workshops (2008)
Xiwei Xu, Liming Zhu, Yan Liu, Mark Staples
Resource-oriented business process modeling for ultra-large-scale systems. ULSSIS@ICSE (2008)
Yan Liu, Ian Gorton, Vinh Kah Lee
The architecture of an event correlation service for adaptive middleware-based applications. J. Syst. Softw. 81 (12) (2008)
Xiwei Xu, Liming Zhu, Yan Liu, Mark Staples
Resource-Oriented Architecture for Business Processes. APSEC (2008)
Yan Liu, Muhammad Ali Babar, Ian Gorton
Middleware Architecture Evaluation for Dependable Self-managing Systems. QoSA (2008)
Yan Liu, Ian Gorton
Implementing Adaptive Performance Management in Server Applications. SEAMS (2007)
Liming Zhu, Yan Liu, Ngoc Bao Bui, Ian Gorton
Revel8or: Model Driven Capacity Planning Tool Suite. ICSE (2007)
Yan Liu, Liming Zhu, Len Bass, Ian Gorton, Mark Staples
Non-Functional Property Driven Service Governance: Performance Implications. ICSOC Workshops (2007)
Yan Liu, Ian Gorton, Vinh Khanh Le
A Configurable Event Correlation Architecture for Adaptive J2EE Applications. ASWEC (2007)
Liming Zhu, Yan Liu, Ian Gorton, Ihor Kuz
Tools for Model Driven Development. HICSS (2007)
Ngoc Bao Bui, Liming Zhu, Ian Gorton, Yan Liu
Benchmark Generation Using Domain Specific Modeling. ASWEC (2007)
Yan Liu, Ian Gorton, Liming Zhu
Performance Prediction of Service-Oriented Applications based on an Enterprise Service Bus. COMPSAC (1) (2007)
Ihor Kuz, Yan Liu
Extending the Capabilities of Component Models for Embedded Systems. QoSA (2007)
Ihor Kuz, Yan Liu, Ian Gorton, Gernot Heiser
CAmkES: A component model for secure microkernel-based embedded systems. J. Syst. Softw. 80 (5) (2007)
Liming Zhu, Ngoc Bao Bui, Yan Liu, Ian Gorton
MDABench: Customized benchmark generation using MDA. J. Syst. Softw. 80 (2) (2007)
Yan Liu, Liming Zhu, Ian Gorton
Performance Assessment for e-Government Services: An Experience Report. CBSE (2007)
Ian Gorton, Yan Liu, Nihar Trivedi
An extensible, lightweight architecture for adaptive J2EE applications. SEM (2006)
Yan Liu, Ian Gorton, Vinh Khanh Le
A Configurable Event Correlation Architecture for Adaptive J2EE Applications. OTM Workshops (1) (2006)
Yan Liu, Ian Gorton, Len Bass, Cuong Hoang, Suhail Abanmi
MEMS: A Method for Evaluating Middleware Architectures. QoSA (2006)
Yan Liu
Enabling adaptation of J2EE applications using components, web services and aspects. ARM@Middleware (2006)
Yan Liu, Alan D. Fekete, Ian Gorton
Design-Level Performance Prediction of Component-Based Applications. IEEE Trans. Software Eng. 31 (11) (2005)
Liming Zhu, Yan Liu, Ian Gorton, Ngoc Bao Bui
Customized Benchmark Generation Using MDA. WICSA (2005)
Liming Zhu, Yan Liu, Ian Gorton, Ngoc Bao Bui
MDAbench: a tool for customized benchmark generation using MDA. OOPSLA Companion (2005)
Shiping Chen, Yan Liu, Ian Gorton, Anna Liu
Performance prediction of component-based applications. J. Syst. Softw. 74 (1) (2005)
Yan Liu, Ian Gorton
Performance Prediction of J2EE Applications Using Messaging Protocols. CBSE (2005)
Yan Liu, Alan D. Fekete, Ian Gorton
Predicting the performance of middleware-based applications at the design level. WOSP (2004)
Yan Liu, Ian Gorton
Accuracy of Performance Prediction for EJB Applications: A Statistical Analysis. SEM (2004)