An Exploratory Study of Groupware Support for Distributed Software Architecture Evaluation Process. - Muhammad Ali Babar 001; Barbara A. Kitchenham; Liming Zhu 001; D. Ross Jeffery (APSEC, 2004)

A Framework for Classifying and Comparing Software Architecture Evaluation Methods. - Muhammad Ali Babar 001; Liming Zhu 001; D. Ross Jeffery (Australian Software Engineering Conference, 2004)

Software Quality and Agile Method. - Ming Huo; June M. Verner; Liming Zhu 001; Muhammad Ali Babar 001 (COMPSAC, 2004)

Distilling Scenarios from Patterns for Software Architecture Evaluation - A Position Paper. - Liming Zhu 001; Muhammad Ali Babar 001; D. Ross Jeffery (EWSA, 2004)

Mining Patterns to Support Software Architecture Evaluation. - Liming Zhu 001; Muhammad Ali Babar 001; D. Ross Jeffery (WICSA, 2004)

Tool support for just-in-time architecture reconstruction and evaluation: an experience report. - Ian Gorton; Liming Zhu 001 (ICSE, 2005)

MDAbench: a tool for customized benchmark generation using MDA. - Liming Zhu 001; Yan Liu 001; Ian Gorton; Ngoc Bao Bui (OOPSLA Companion, 2005)

Customized Benchmark Generation Using MDA. - Liming Zhu 001; Yan Liu 001; Ian Gorton; Ngoc Bao Bui (WICSA, 2005)

Tradeoff and Sensitivity Analysis in Software Architecture Evaluation Using Analytic Hierarchy Process. - Liming Zhu 001; Aybüke Aurum; Ian Gorton; D. Ross Jeffery (Softw. Qual. J., 2005)

Research of Government Horizon Business Integration Management System Based on HRNM and Agent. - Xin Ye 004; Xingkai Yang; Liming Zhu 001; Ning Wang 021; Jiangnan Qiu (IAT Workshops, 2006)

Evaluating guidelines for empirical software engineering studies. - Barbara A. Kitchenham; Hiyam Al-Kilidar; Muhammad Ali Babar 001; Mike Berry; Karl Cox; Jacky Keung; Felicia Kurniawati; Mark Staples; He Zhang 001; Liming Zhu 001 (ISESE, 2006)

An empirical study of groupware support for distributed software architecture evaluation process. - Muhammad Ali Babar 001; Barbara A. Kitchenham; Liming Zhu 001; Ian Gorton; D. Ross Jeffery (J. Syst. Softw., 2006)

Benchmark Generation Using Domain Specific Modeling. - Ngoc Bao Bui; Liming Zhu 001; Ian Gorton; Yan Liu 001 (ASWEC, 2007)

Challenges Observed in the Definition of Reference Business Processes. - Liming Zhu 001; Leon J. Osterweil; Mark Staples; Udo Kannengiesser (Business Process Management Workshops, 2007)

Performance Assessment for e-Government Services: An Experience Report. - Yan Liu 001; Liming Zhu 001; Ian Gorton (CBSE, 2007)

Performance Prediction of Service-Oriented Applications based on an Enterprise Service Bus. - Yan Liu 001; Ian Gorton; Liming Zhu 001 (COMPSAC (1), 2007)

Tools for Model Driven Development. - Liming Zhu 001; Yan Liu 001; Ian Gorton; Ihor Kuz (HICSS, 2007)

UML Profiles for Design Decisions and Non-Functional Requirements. - Liming Zhu 001; Ian Gorton (SHARK/ADI@ICSE, 2007)

Revel8or: Model Driven Capacity Planning Tool Suite. - Liming Zhu 001; Yan Liu 001; Ngoc Bao Bui; Ian Gorton (ICSE, 2007)

Non-Functional Property Driven Service Governance: Performance Implications. - Yan Liu 001; Liming Zhu 001; Len Bass; Ian Gorton; Mark Staples (ICSOC Workshops, 2007)

Situational Method Quality. - Liming Zhu 001; Mark Staples (Situational Method Engineering, 2007)

Project Delay Variability Simulation in Software Product Line Development. - Makoto Nonaka; Liming Zhu 001; Muhammad Ali Babar 001; Mark Staples (ICSP, 2007)

Effects of Architecture and Technical Development Process on Micro-process. - Liming Zhu 001; D. Ross Jeffery; Mark Staples; Ming Huo; Tu Tak Tran (ICSP, 2007)

Project Cost Overrun Simulation in Software Product Line Development. - Makoto Nonaka; Liming Zhu 001; Muhammad Ali Babar 001; Mark Staples (PROFES, 2007)

Impact of Architecture and Quality Investment in Software Product Line Development. - Makoto Nonaka; Liming Zhu 001 (SPLC, 2007)

Desiderata for Languages to be Used in the Defnition of Reference Business Processes. - Liming Zhu 001; Leon J. Osterweil; Mark Staples; Udo Kannengiesser; Borislava I. Simidchieva (Int. J. Softw. Informatics, 2007)

MDABench: Customized benchmark generation using MDA. - Liming Zhu 001; Ngoc Bao Bui; Yan Liu 001; Ian Gorton (J. Syst. Softw., 2007)

Software architecture evaluation for framework-based systems. - Liming Zhu 001 (2007)

Resource-Oriented Architecture for Business Processes. - Xiwei Xu 001; Liming Zhu 001; Yan Liu 001; Mark Staples (APSEC, 2008)

On Combining WS-Policy4MASC and ASF to Support Business-Driven Autonomic Service-Oriented Computing. - Vladimir Tosic; Yan Liu 001; Liming Zhu 001 (Business Process Management Workshops, 2008)

Automating Web Service Development Using a Unified Model. - Ngoc Bao Bui; Liming Zhu 001; Yan Jenny Liu; Vladimir Tosic; D. Ross Jeffery (EDOCW, 2008)

On Creating Industry-Wide Reference Architectures. - Liming Zhu 001; Mark Staples; Vladimir Tosic (EDOC, 2008)

Towards process-based composition of self-managing service-oriented systems. - Min'an Tan; Yan Liu 001; Liming Zhu 001 (SDSOA@ICSE, 2008)

Resource-oriented business process modeling for ultra-large-scale systems. - Xiwei Xu 001; Liming Zhu 001; Yan Liu 001; Mark Staples (ULSSIS@ICSE, 2008)

Investigating test-and-fix processes of incremental development using hybrid process simulation. - He Zhang 001; D. Ross Jeffery; Liming Zhu 001 (WoSQ@ICSE, 2008)

Standardization as a Business Ecosystem Enabler. - Paul L. Bannerman; Liming Zhu 001 (ICSOC Workshops, 2008)

Composing Adaptive Web Services on COTS Middleware. - Yan Liu 001; Simon Truong; Shiping Chen 001; Liming Zhu 001 (ICWS, 2008)

Hybrid Modeling of Test-and-Fix Processes in Incremental Development. - He Zhang 001; D. Ross Jeffery; Liming Zhu 001 (ICSP, 2008)

Scaling Up Software Architecture Evaluation Processes. - Liming Zhu 001; Mark Staples; D. Ross Jeffery (ICSP, 2008)

Evaluating guidelines for reporting empirical software engineering studies. - Barbara A. Kitchenham; Hiyam Al-Kilidar; Muhammad Ali Babar 001; Mike Berry; Karl Cox; Jacky Keung; Felicia Kurniawati; Mark Staples; He Zhang 001; Liming Zhu 001 (Empir. Softw. Eng., 2008)

Quality Attribute Techniques Framework. - Yin Kia Chiam; Liming Zhu 001; Mark Staples (EuroSPI, 2009)

Model Driven Development with non-functional aspects. - Liming Zhu 001; Yan Liu 001 (EA@ICSE, 2009)

Technical Software Development Process in the XML Domain. - Liming Zhu 001; Tu Tak Tran; Mark Staples; D. Ross Jeffery (ICSP, 2009)

Using architecture integration patterns to compose enterprise mashups. - Yan Liu 001; Xin Liang; Lingzhi Xu; Mark Staples; Liming Zhu 001 (WICSA/ECSA, 2009)

An architecting method for distributed process-intensive systems. - Xiwei Xu 001; Liming Zhu 001; Mark Staples; Yan Liu 001 (WICSA/ECSA, 2009)

An ontologically-based evaluation of software design methods. - Udo Kannengiesser; Liming Zhu 001 (Knowl. Eng. Rev., 2009)

Rationale in Semi-structured Processes. - Udo Kannengiesser; Liming Zhu 001 (Business Process Management Workshops, 2010)

An Architectural Approach to Composing Reputation-Based Distributed Services. - Suronapee Phoomvuthisarn; Yan Liu 001; Liming Zhu 001 (ECSA, 2010)

Towards an architectural viewpoint for systems of software intensive systems. - John Brøndum; Liming Zhu 001 (SHARK@ICSE, 2010)

Systematic selection of quality attribute techniques. - Yin Kia Chiam; Liming Zhu 001; Mark Staples (PROFES (2), 2010)

An Architectural Style for Process-Intensive Web Information Systems. - Xiwei Xu 001; Liming Zhu 001; Udo Kannengiesser; Yan Liu 001 (WISE, 2010)

A Systematic Mapping Study on Off-The-Shelf-based Software Acquisition. - Dana Sulistiyo Kusumo; Liming Zhu 001; Mark Staples; He Zhang 001 (ACIS, 2011)

Impact of process simulation on software practice: an initial report. - He Zhang 001; D. Ross Jeffery; Dan Houston; LiGuo Huang; Liming Zhu 001 (ICSE, 2011)

Composing enterprise mashup components and services using architecture integration patterns. - Yan Liu 001; Xin Liang; Lingzhi Xu; Mark Staples; Liming Zhu 001 (J. Syst. Softw., 2011)

Web Platform API Design Principles and Service Contract. - Yonghong Chen; Xiwei Xu 001; Liming Zhu 001 (APSEC, 2012)

A Business Process-Driven Approach for Requirements Dependency Analysis. - Juan Li 001; D. Ross Jeffery; Kam Hay Fung; Liming Zhu 001; Qing Wang 001; He Zhang 001; Xiwei Xu 001 (BPM, 2012)

Risks of off-the-shelf-based software acquisition and development: A systematic mapping study and a survey. - Dana Sulistiyo Kusumo; Mark Staples; Liming Zhu 001; He Zhang 001; D. Ross Jeffery (EASE, 2012)

An initial evaluation of requirements dependency types in change propagation analysis. - Juan Li 001; Liming Zhu 001; D. Ross Jeffery; Yan Liu 001; He Zhang 001; Qing Wang 001; Mingshu Li 001 (EASE, 2012)

Preliminary results of a systematic review on requirements evolution. - Juan Li 001; He Zhang 001; Liming Zhu 001; D. Ross Jeffery; Qing Wang 001; Mingshu Li 001 (EASE, 2012)

Analyzing differences in risk perceptions between developers and acquirers in OTS-based custom software projects using stakeholder analysis. - Dana Sulistiyo Kusumo; Mark Staples; Liming Zhu 001; D. Ross Jeffery (ESEM, 2012)

Large-scale formal verification in practice: A process perspective. - June Andronick; D. Ross Jeffery; Gerwin Klein; Rafal Kolanski; Mark Staples; He Zhang 001; Liming Zhu 001 (ICSE, 2012)

Visualising architectural dependencies. - John Brøndum; Liming Zhu 001 (MTD@ICSE, 2012)

Welcome message of the chairs. - He Zhang 001; Liming Zhu 001; Ihor Kuz (SEES@ICSE, 2012)

Application of Business-Driven Decision Making to RESTful Business Processes. - Qinghua Lu 001; Xiwei Xu 001; Vladimir Tosic; Liming Zhu 001 (ICSOC, 2012)

Simulation modeling of a large-scale formal verification process. - He Zhang 001; Gerwin Klein; Mark Staples; June Andronick; Liming Zhu 001; Rafal Kolanski (ICSSP, 2012)

An Architectural Approach for Cost Effective Trustworthy Systems. - Ihor Kuz; Liming Zhu 001; Len Bass; Mark Staples; Xiwei Xu 001 (WICSA/ECSA, 2012)

An architecture framework for application-managed scaling of cloud-hosted relational databases. - Liang Zhao 009; Sherif Sakr; Liming Zhu 001; Xiwei Xu 001; Anna Liu (WICSA/ECSA Companion Volume, 2012)

Data management requirements for a knowledge discovery platform. - Liming Zhu 001; Len Bass; Xiwei Xu 001 (WICSA/ECSA Companion Volume, 2012)

Improving Availability of Cloud-Based Applications through Deployment Choices. - Jim Zhanwen Li; Qinghua Lu 001; Liming Zhu 001; Len Bass; Xiwei Xu 001; Sherif Sakr; Paul L. Bannerman; Anna Liu (IEEE CLOUD, 2013)

Incorporating Uncertainty into In-Cloud Application Deployment Decisions for Availability. - Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001; Len Bass; Zhanwen Li; Sherif Sakr; Paul L. Bannerman; Anna Liu (IEEE CLOUD, 2013)

Process-oriented recovery for operations on cloud applications. - Min Fu 001; Liming Zhu 001; Anna Liu; Xiwei Xu 001; Len Bass (SoCC, 2013)

Modeling and analysing operation processes for dependability. - Xiwei Xu 001; Liming Zhu 001; Jim Zhanwen Li; Len Bass; Qinghua Lu 001; Min Fu 001 (DSN, 2013)

Eliciting operations requirements for applications. - Len Bass; D. Ross Jeffery; Hiroshi Wada; Ingo Weber; Liming Zhu 001 (RELENG@ICSE, 2013)

BPMashup: Dynamic Execution of RESTful Processes. - Xiwei Xu 001; Ingo Weber; Liming Zhu 001; Yan Liu 001; Paul Rimba; Qinghua Lu 001 (ICSOC Workshops, 2013)

Availability analysis for deployment of in-cloud applications. - Xiwei Xu 001; Qinghua Lu 001; Liming Zhu 001; Zhanwen Li; Sherif Sakr; Hiroshi Wada; Ingo Weber (ISARCS, 2013)

Challenges to Error Diagnosis in Hadoop Ecosystems. - Jim Zhanwen Li; Siyuan He; Liming Zhu 001; Xiwei Xu 001; Min Fu 001; Len Bass; Anna Liu; An Binh Tran (LISA, 2013)

Detecting cloud provisioning errors using an annotated process model. - Xiwei Xu 001; Ingo Weber; Len Bass; Liming Zhu 001; Hiroshi Wada; Fei Teng (MW4NextGen@Middleware, 2013)

Cloud API issues: an empirical study and impact. - Qinghua Lu 001; Liming Zhu 001; Len Bass; Xiwei Xu 001; Zhanwen Li; Hiroshi Wada (QoSA, 2013)

Applying a selection method to choose Quality Attribute Techniques. - Yin Kia Chiam; Mark Staples; Xin Ye 004; Liming Zhu 001 (Inf. Softw. Technol., 2013)

Quantifying Failure Risk of Version Switch for Rolling Upgrade on Clouds. - Daniel Sun 004; Len Bass; Alan D. Fekete; Vincent Gramoli; An Binh Tran; Sherry Xu; Liming Zhu 001 (BDCloud, 2014)

Recovery for Failures in Rolling Upgrade on Clouds. - Min Fu 001; Liming Zhu 001; Len Bass; Anna Liu (DSN, 2014)

POD-Diagnosis: Error Diagnosis of Sporadic Operations on Cloud Applications. - Xiwei Xu 001; Liming Zhu 001; Ingo Weber; Len Bass; Daniel Sun 004 (DSN, 2014)

Mechanisms and Architectures for Tail-Tolerant System Operations in Cloud. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Len Bass; Shanshan Li 002; Weishan Zhang; Ning Wang 021 (HotCloud, 2014)

A Recoverability-Oriented Analysis for Operations on Cloud Applications. - Min Fu 001; Liming Zhu 001; Len Bass; Xiwei Xu 001 (WICSA, 2014)

Role network model-based support for RESTful business processes. - Xiwei Xu 001; Xin Ye 004; Liming Zhu 001; Qinghua Lu 001 (Data Knowl. Eng., 2014)

Investigating dependencies in software requirements for change propagation analysis. - He Zhang 001; Juan Li 001; Liming Zhu 001; D. Ross Jeffery; Yan Liu 001; Qing Wang 001; Mingshu Li 001 (Inf. Softw. Technol., 2014)

DevOps - A Software Architect's Perspective. - Leonard J. Bass; Ingo M. Weber; Liming Zhu 001 (Addison-Wesley, 2015)

Cloud Application HA Using SDN to Ensure QoS. - Srini Dwarakanathan; Len Bass; Liming Zhu 001 (CLOUD, 2015)

Runtime Recovery Actions Selection for Sporadic Operations on Cloud. - Min Fu 001; Liming Zhu 001; Daniel Sun 004; Anna Liu; Len Bass; Qinghua Lu 001 (ASWEC, 2015)

Composable and efficient functional big data processing framework. - Dongyao Wu; Sherif Sakr; Liming Zhu 001; Qinghua Lu 001 (IEEE BigData, 2015)

MapReduce Job Optimization: A Mapping Study. - Qinghua Lu 001; Liming Zhu 001; He Zhang 001; Dongyao Wu; Zheng Li 001; Xiwei Xu 001 (CCBD, 2015)

Discovering and Visualizing Operations Processes with POD-Discovery and POD-Viz. - Ingo Weber; Chao Li; Len Bass; Xiwei Xu 001; Liming Zhu 001 (DSN, 2015)

Composing Patterns to Construct Secure Systems. - Paul Rimba; Liming Zhu 001; Len Bass; Ihor Kuz; Steve Reeves (EDCC, 2015)

Error Diagnosis of Cloud Application Operation Using Bayesian Networks and Online Optimisation. - Xiwei Xu 001; Liming Zhu 001; Daniel Sun 004; An Binh Tran; Ingo Weber; Min Fu 001; Len Bass (EDCC, 2015)

Securing a Deployment Pipeline. - Len Bass; Ralph Holz; Paul Rimba; An Binh Tran; Liming Zhu 001 (RELENG@ICSE, 2015)

Crying Wolf and Meaning It: Reducing False Alarms in Monitoring of Sporadic Operations through POD-Monitor. - Xiwei Xu 001; Liming Zhu 001; Min Fu 001; Daniel Sun 004; An Binh Tran; Paul Rimba; Srini Dwarakanathan; Len Bass (COUFLESS@ICSE, 2015)

Four-Fold Auto-Scaling on a Contemporary Deployment Platform Using Docker Containers. - Philipp Hoenisch; Ingo Weber; Stefan Schulte 002; Liming Zhu 001; Alan D. Fekete (ICSOC, 2015)

Mobile cloud computing for disaster emergency operation: A systematic review. - Teuku Aulia Geumpana; Fethi A. Rabhi; John Lewis; Pradeep Kumar Ray; Liming Zhu 001 (ISTAS, 2015)

Making Real Time Data Analytics Available as a Service. - Donna Xu; Dongyao Wu; Xiwei Xu 001; Liming Zhu 001; Len Bass (QoSA, 2015)

Building Secure Applications Using Pattern-Based Design Fragments. - Paul Rimba; Liming Zhu 001; Xiwei Xu 001; Daniel Sun 004 (SRDS Workshop, 2015)

Multi-objective Optimisation of Rolling Upgrade Allowing for Failures in Clouds. - Daniel Sun 004; Daniel Guimarans; Alan D. Fekete; Vincent Gramoli; Liming Zhu 001 (SRDS, 2015)

A MapReduce Cluster Deployment Optimization Framework with Geo-distributed Data. - Shanshan Li 002; Qinghua Lu 001; Weishan Zhang; Liming Zhu 001 (UIC/ATC/ScalCom, 2015)

CF4BDA: A Conceptual Framework for Big Data Analytics Applications in the Cloud. - Qinghua Lu 001; Zheng Li 001; Maria Kihl; Liming Zhu 001; Weishan Zhang (IEEE Access, 2015)

Using simulation to evaluate error detection strategies: A case study of cloud-based deployment processes. - Jie Chen 003; Xiwei Xu 001; Leon J. Osterweil; Liming Zhu 001; Yuriy Brun; Len Bass; Junchao Xiao; Mingshu Li 001; Qing Wang 001 (J. Syst. Softw., 2015)

A Tail-Tolerant Cloud API Wrapper. - Qinghua Lu 001; Xiwei Xu 001; Len Bass; Liming Zhu 001; Weishan Zhang (IEEE Softw., 2015)

Achieving Reliable High-Frequency Releases in Cloud Environments. - Liming Zhu 001; Donna Xu; An Binh Tran; Xiwei Xu 001; Len Bass; Ingo Weber; Srini Dwarakanathan (IEEE Softw., 2015)

Process-Oriented Non-intrusive Recovery for Sporadic Operations on Cloud. - Min Fu 001; Liming Zhu 001; Ingo Weber; Len Bass; Anna Liu; Xiwei Xu 001 (DSN, 2016)

The Intersection of Continuous Deployment and Architecting Process: Practitioners' Perspectives. - Mojtaba Shahin; Muhammad Ali Babar 001; Liming Zhu 001 (ESEM, 2016)

Continuous validation for data analytics systems. - Mark Staples; Liming Zhu 001; John C. Grundy (ICSE (Companion Volume), 2016)

V for variety: Lessons learned from complex smart cities data harmonization and integration. - Iman Avazpour; John C. Grundy; Liming Zhu 001 (PerCom Workshops, 2016)

StageFS: A Parallel File System Optimizing Metadata Performance for SSD Based Clusters. - Huijun Wu 001; Liming Zhu 001; Kai Lu 001; Gen Li 002; Dongyao Wu (Trustcom/BigDataSE/ISPA, 2016)

The Blockchain as a Software Connector. - Xiwei Xu 001; Cesare Pautasso; Liming Zhu 001; Vincent Gramoli; Alexander Ponomarev; An Binh Tran; Shiping Chen 001 (WICSA, 2016)

Developing Dependable and Secure Cloud Applications. - Ingo Weber; Surya Nepal; Liming Zhu 001 (IEEE Internet Comput., 2016)

Building Pipelines for Heterogeneous Execution Environments for Big Data Processing. - Dongyao Wu; Liming Zhu 001; Xiwei Xu 001; Sherif Sakr; Daniel Sun 004; Qinghua Lu 001 (IEEE Softw., 2016)

DevOps and Its Practices. - Liming Zhu 001; Len Bass; George Champlin-Scharff (IEEE Softw., 2016)

Non-Intrusive Anomaly Detection With Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS. - Daniel Sun 004; Min Fu 001; Liming Zhu 001; Guoqiang Li 001; Qinghua Lu 001 (IEEE Trans. Emerg. Top. Comput., 2016)

A Unified Business-Driven Cloud Management Framework. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Vladimir Tosic; Dipesh Chauhan; Weishan Zhang; Daniel Sun 004 (IEEE Trans. Serv. Comput., 2016)

Big Data Storage and Data Models. - Dongyao Wu; Sherif Sakr; Liming Zhu 001 (Handbook of Big Data Technologies, 2017)

Big Data Programming Models. - Dongyao Wu; Sherif Sakr; Liming Zhu 001 (Handbook of Big Data Technologies, 2017)

Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization. - Sunny Verma; Wei Liu 007; Chen Wang 008; Liming Zhu 001 (AAAI, 2017)

Accommodating Information Priority Model in Cloudlet Environment. - Teuku Aulia Geumpana; Fethi A. Rabhi; Liming Zhu 001 (ASSRI, 2017)

Towards Big Data Analytics across Multiple Clusters. - Dongyao Wu; Sherif Sakr; Liming Zhu 001; Huijun Wu 001 (CCGrid, 2017)

Adopting Continuous Delivery and Deployment: Impacts on Team Structures, Collaboration and Responsibilities. - Mojtaba Shahin; Mansooreh Zahedi; Muhammad Ali Babar 001; Liming Zhu 001 (EASE, 2017)

HDM: Optimized Big Data Processing with Data Provenance. - Dongyao Wu; Sherif Sakr; Liming Zhu 001 (EDBT, 2017)

Beyond Continuous Delivery: An Empirical Investigation of Continuous Deployment Challenges. - Mojtaba Shahin; Muhammad Ali Babar 001; Mansooreh Zahedi; Liming Zhu 001 (ESEM, 2017)

Hybrid Collaborative Recommendation via Semi-AutoEncoder. - Shuai Zhang 007; Lina Yao 001; Xiwei Xu 001; Sen Wang 001; Liming Zhu 001 (ICONIP (1), 2017)

A Taxonomy of Blockchain-Based Systems for Architecture Design. - Xiwei Xu 001; Ingo Weber; Mark Staples; Liming Zhu 001; Jan Bosch; Len Bass; Cesare Pautasso; Paul Rimba (ICSA, 2017)

ARA-Assessor: Application-Aware Runtime Risk Assessment for Cloud-Based Business Continuity. - Min Fu 001; Shiping Chen 001; Jian Yang 001; Surya Nepal; Liming Zhu 001 (ICSOC, 2017)

Blockchain Based Data Integrity Service Framework for IoT Data. - Bin Liu; Xiao Liang Yu; Shiping Chen 001; Xiwei Xu 001; Liming Zhu 001 (ICWS, 2017)

Stratosphere: Dynamic IP Overlay Above the Clouds. - Parinya Ekparinya; Vincent Gramoli; Guillaume Jourjon; Liming Zhu 001 (LCN, 2017)

Data Governance for Platform Ecosystems: Critical Factors and The State of Practice. - Sung Une Lee; Liming Zhu 001; D. Ross Jeffery (PACIS, 2017)

Continuous Integration, Delivery and Deployment: A Systematic Review on Approaches, Tools, Challenges and Practices. - Mojtaba Shahin; Muhammad Ali Babar 001; Liming Zhu 001 (IEEE Access, 2017)

Design Choices for Data Governance in Platform Ecosystems: A Contingency Model. - Sung Une Lee; Liming Zhu 001; D. Ross Jeffery (CoRR, 2017)

HPDedup: A Hybrid Prioritized Data Deduplication Mechanism for Primary Storage in the Cloud. - Huijun Wu 001; Chen Wang 008; Yinjin Fu; Sherif Sakr; Liming Zhu 001; Kai Lu 001 (CoRR, 2017)

Interpreting Shared Deep Learning Models via Explicable Boundary Trees. - Huijun Wu 001; Chen Wang 008; Jie Yin 001; Kai Lu 001; Liming Zhu 001 (CoRR, 2017)

Runtime recovery actions selection for sporadic operations on public cloud. - Min Fu 001; Liming Zhu 001; Daniel Sun 004; Anna Liu; Len Bass; Qinghua Lu 001 (Softw. Pract. Exp., 2017)

A Data Governance Framework for Platform Ecosystem Process Management. - Sung Une Lee; Liming Zhu 001; Ross Jeffery (BPM (Forum), 2018)

One Size Does Not Fit All: The Case for Chunking Configuration in Backup Deduplication. - Huijun Wu 001; Chen Wang 008; Kai Lu 001; Yinjin Fu; Liming Zhu 001 (CCGrid, 2018)

A Pattern Collection for Blockchain-based Applications. - Xiwei Xu 001; Cesare Pautasso; Liming Zhu 001; Qinghua Lu 001; Ingo Weber (EuroPLoP, 2018)

Designing Data Governance in Platform Ecosystems. - Sung Une Lee; Liming Zhu 001; Ross Jeffery (HICSS, 2018)

Applying Design Patterns in Smart Contracts - A Case Study on a Blockchain-Based Traceability Application. - Yue Liu 010; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001; Haonan Yao (ICBC, 2018)

A Simulation Approach for Studying Behavior and Quality of Blockchain Networks. - Bozhi Wang; Shiping Chen 001; Lina Yao 001; Bin Liu; Xiwei Xu 001; Liming Zhu 001 (ICBC, 2018)

HDM-MC in-Action: A Framework for Big Data Analytics across Multiple Clusters. - Dongyao Wu; Sherif Sakr; Liming Zhu 001; Sung Une Lee; Huijun Wu 001 (ICDCS, 2018)

Hybrid Networks: Improving Deep Learning Networks via Integrating Two Views of Images. - Sunny Verma; Wei Liu 007; Chen Wang 008; Liming Zhu 001 (ICONIP (1), 2018)

New and Emerging Ideas Track 2018. - Ipek Ozkaya; Liming Zhu 001 (ICSA Companion, 2018)

A Contingency-Based Approach to Data Governance Design for Platform Ecosystems. - Sung Une Lee; Liming Zhu 001; Ross Jeffery (PACIS, 2018)

Data Service API Design for Data Analytics. - Yun Zhang; Liming Zhu 001; Xiwei Xu 001; Shiping Chen 001; An Binh Tran (SCC, 2018)

Sharing Deep Neural Network Models with Interpretation. - Huijun Wu 001; Chen Wang 008; Jie Yin 001; Kai Lu 001; Liming Zhu 001 (WWW, 2018)

An Empirical Study of Cloud API Issues. - Zhongwei Li; Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Yue Liu 010; Weishan Zhang (IEEE Cloud Comput., 2018)

IoTChain: Establishing Trust in the Internet of Things Ecosystem Using Blockchain. - Bin Yu 009; Jarod Wright; Surya Nepal; Liming Zhu 001; Joseph K. Liu; Rajiv Ranjan 001 (IEEE Cloud Comput., 2018)

Position and Distance: Recommendation beyond Matrix Factorization. - Shuai Zhang 007; Lina Yao 001; Chaoran Huang 001; Xiwei Xu 001; Liming Zhu 001 (CoRR, 2018)

HDM: A Composable Framework for Big Data Processing. - Dongyao Wu; Liming Zhu 001; Qinghua Lu 001; Sherif Sakr (IEEE Trans. Big Data, 2018)

R2C: Robust Rolling-Upgrade in Clouds. - Daniel Sun 004; Alan D. Fekete; Vincent Gramoli; Guoqiang Li 001; Xiwei Xu 001; Liming Zhu 001 (IEEE Trans. Dependable Secur. Comput., 2018)

Blockchains for Business Process Management - Challenges and Opportunities. - Jan Mendling; Ingo Weber; Wil M. P. van der Aalst; Jan vom Brocke; Cristina Cabanillas; Florian Daniel; Søren Debois; Claudio Di Ciccio; Marlon Dumas; Schahram Dustdar; Avigdor Gal; Luciano García-Bañuelos; et al. (ACM Trans. Manag. Inf. Syst., 2018)

A Differentiated Caching Mechanism to Enable Primary Storage Deduplication in Clouds. - Huijun Wu 001; Chen Wang 008; Yinjin Fu; Sherif Sakr; Kai Lu 001; Liming Zhu 001 (IEEE Trans. Parallel Distributed Syst., 2018)

Data Governance Decisions for Platform Ecosystems. - Sung Une Lee; Liming Zhu 001; Ross Jeffery (HICSS, 2019)

DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis. - Sunny Verma; Chen Wang 008; Liming Zhu 001; Wei Liu 007 (IJCAI, 2019)

A Compliance Checking Framework for DNN Models. - Sunny Verma; Chen Wang 008; Liming Zhu 001; Wei Liu 007 (IJCAI, 2019)

Adversarial Examples for Graph Data: Deep Insights into Attack and Defense. - Huijun Wu 001; Chen Wang 008; Yuriy Tyshetskiy; Andrew Docherty; Kai Lu 001; Liming Zhu 001 (IJCAI, 2019)

Towards Effective Data Augmentations via Unbiased GAN Utilization. - Sunny Verma; Chen Wang 008; Liming Zhu 001; Wei Liu 007 (PRICAI (3), 2019)

A RESTful architecture for data exploration as a service. - Yun Zhang; Xiwei Xu 001; Suhrid Satyal; Shiping Chen 001; Liming Zhu 001 (SAC, 2019)

Analysis of Blockchain Solutions for IoT: A Systematic Literature Review. - Sin Kuang Lo; Yue Liu 010; Su Yen Chia; Xiwei Xu 001; Qinghua Lu 001; Liming Zhu 001; Huansheng Ning (IEEE Access, 2019)

The Vulnerabilities of Graph Convolutional Networks: Stronger Attacks and Defensive Techniques. - Huijun Wu 001; Chen Wang 008; Yuriy Tyshetskiy; Andrew Docherty; Kai Lu 001; Liming Zhu 001 (CoRR, 2019)

An empirical study of architecting for continuous delivery and deployment. - Mojtaba Shahin; Mansooreh Zahedi; Muhammad Ali Babar 001; Liming Zhu 001 (Empir. Softw. Eng., 2019)

uBaaS: A unified blockchain as a service platform. - Qinghua Lu 001; Xiwei Xu 001; Yue Liu 010; Ingo Weber; Liming Zhu 001; Weishan Zhang (Future Gener. Comput. Syst., 2019)

Designing blockchain-based applications a case study for imported product traceability. - Xiwei Xu 001; Qinghua Lu 001; Yue Liu 010; Liming Zhu 001; Haonan Yao; Athanasios V. Vasilakos (Future Gener. Comput. Syst., 2019)

Design and Implementation of Monitoring System for Extracurricular Physical Exercise Based on Energy Consumption Measurement. - Xisen Cheng; Liming Zhu 001; Zhimin Zhao (J. Adv. Comput. Intell. Intell. Informatics, 2019)

Engineering complex data integration, harmonization and visualization systems. - Iman Avazpour; John Grundy 001; Liming Zhu 001 (J. Ind. Inf. Integr., 2019)

Statistically managing cloud operations for latency-tail-tolerance in IoT-enabled smart cities. - Daniel Sun 004; Guoqiang Li 001; Yuanyuan Zhang 012; Liming Zhu 001; Raj Gaire 001 (J. Parallel Distributed Comput., 2019)

Going Deep: Graph Convolutional Ladder-Shape Networks. - Ruiqi Hu; Shirui Pan; Guodong Long; Qinghua Lu 001; Liming Zhu 001; Jing Jiang 002 (AAAI, 2020)

Understanding and Handling Blockchain Uncertainties. - Xiwei Xu 001; H. M. N. Dilum Bandara; Qinghua Lu 001; Dawen Zhang; Liming Zhu 001 (ICBC, 2020)

Unblind your apps: predicting natural-language labels for mobile GUI components by deep learning. - Jieshan Chen; Chunyang Chen 001; Zhenchang Xing; Xiwei Xu 001; Liming Zhu 001; Guoqiang Li 001; Jinshui Wang (ICSE, 2020)

Seenomaly: vision-based linting of GUI animation effects against design-don't guidelines. - Dehai Zhao; Zhenchang Xing; Chunyang Chen 001; Xiwei Xu 001; Liming Zhu 001; Guoqiang Li 001; Jinshui Wang (ICSE, 2020)

API-Misuse Detection Driven by Fine-Grained API-Constraint Knowledge Graph. - Xiaoxue Ren; Xinyuan Ye; Zhenchang Xing; Xin Xia 001; Xiwei Xu 001; Liming Zhu 001; Jianling Sun (ASE, 2020)

MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation. - Manqing Dong; Feng Yuan; Lina Yao 001; Xiwei Xu 001; Liming Zhu 001 (KDD, 2020)

Object detection for graphical user interface: old fashioned or deep learning or a combination? - Jieshan Chen; Mulong Xie; Zhenchang Xing; Chunyang Chen 001; Xiwei Xu 001; Liming Zhu 001; Guoqiang Li 001 (ESEC/SIGSOFT FSE, 2020)

Trust in Recommender Systems: A Deep Learning Perspective. - Manqing Dong; Feng Yuan; Lina Yao 001; Xianzhi Wang 001; Xiwei Xu 001; Liming Zhu 001 (CoRR, 2020)

Blockchain-based Federated Learning for Failure Detection in Industrial IoT. - Weishan Zhang; Qinghua Lu 001; Qiuyu Yu; Zhaotong Li; Yue Liu 010; Sin Kit Lo; Shiping Chen 001; Xiwei Xu 001; Liming Zhu 001 (CoRR, 2020)

Design Pattern as a Service for Blockchain-Based Self-Sovereign Identity. - Yue Liu 010; Qinghua Lu 001; Hye-Young Paik; Xiwei Xu 001; Shiping Chen 001; Liming Zhu 001 (IEEE Softw., 2020)

Unchain or Block the Hype? : Decision Drivers, Success Factors, and Perspectives for Blockchain Adoption. - Cesare Pautasso; Olaf Zimmermann; Liming Zhu 001; Thomas Bocek; Xabier Larrucea (IEEE Softw., 2020)

Unraveling Metric Vector Spaces With Factorization for Recommendation. - Shuai Zhang 007; Lina Yao 001; Bin Wu 019; Xiwei Xu 001; Xiang Zhang 012; Liming Zhu 001 (IEEE Trans. Ind. Informatics, 2020)

Wireframe-based UI Design Search through Image Autoencoder. - Jieshan Chen; Chunyang Chen 001; Zhenchang Xing; Xin Xia 001; Liming Zhu 001; John C. Grundy; Jinshui Wang (ACM Trans. Softw. Eng. Methodol., 2020)

SMINT: Toward Interpretable and Robust Model Sharing for Deep Neural Networks. - Huijun Wu 001; Chen Wang 008; Richard Nock; Wei Wang 011; Jie Yin 001; Kai Lu 001; Liming Zhu 001 (ACM Trans. Web, 2020)

A Blockchain-Enabled Federated Learning Model for Privacy Preservation: System Design. - Minfeng Qi; Ziyuan Wang 003; Fan Wu; Rob Hanson; Shiping Chen 001; Yang Xiang 001; Liming Zhu 001 (ACISP, 2021)

Generative Inverse Deep Reinforcement Learning for Online Recommendation. - Xiaocong Chen; Lina Yao 001; Aixin Sun; Xianzhi Wang 001; Xiwei Xu 001; Liming Zhu 001 (CIKM, 2021)

FLRA: A Reference Architecture for Federated Learning Systems. - Sin Kit Lo; Qinghua Lu 001; Hye-Young Paik; Liming Zhu 001 (ECSA, 2021)

Patterns for Blockchain-Based Payment Applications. - Qinghua Lu 001; Xiwei Xu 001; H. M. N. Dilum Bandara; Shiping Chen 001; Liming Zhu 001 (EuroPLoP, 2021)

A Process Adaptation Framework for Blockchain-Based Supply Chain Management. - Dawen Zhang; Xiwei Xu 001; Liming Zhu 001; Hye-Young Paik (IEEE ICBC, 2021)

MetaGB: A Gradient Boosting Framework for Efficient Task Adaptive Meta Learning. - Manqing Dong; Lina Yao 001; Xianzhi Wang 001; Xiwei Xu 001; Liming Zhu 001 (ICDM, 2021)

A Decision Model for Choosing Patterns in Blockchain-Based Applications. - Xiwei Xu 001; H. M. N. Dilum Bandara; Qinghua Lu 001; Ingo Weber; Len Bass; Liming Zhu 001 (ICSA, 2021)

Task-Oriented API Usage Examples Prompting Powered By Programming Task Knowledge Graph. - Jiamou Sun; Zhenchang Xing; Xin Peng 001; Xiwei Xu 001; Liming Zhu 001 (ICSME, 2021)

Reducing Bug Triaging Confusion by Learning from Mistakes with a Bug Tossing Knowledge Graph. - Yanqi Su; Zhenchang Xing; Xin Peng 001; Xin Xia 001; Chong Wang 013; Xiwei Xu 001; Liming Zhu 001 (ASE, 2021)

CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum. - Shuang Ao; Tianyi Zhou 001; Guodong Long; Qinghua Lu 001; Liming Zhu 001; Jing Jiang 002 (NeurIPS, 2021)

Towards Automated Data Sharing in Personal Data Stores. - Yashothara Shanmugarasa; Hye-Young Paik; Salil S. Kanhere; Liming Zhu 001 (PerCom Workshops, 2021)

Analysing and extending privacy patterns with architectural context. - Su Yen Chia; Xiwei Xu 001; Hye-Young Paik; Liming Zhu 001 (SAC, 2021)

Visual analytics for large networks: theory, art and practice. - Tomasz Bednarz; Alex Mathews; Daniel Filonik; Rowan T. Hughes; Dawei Chen; Liming Zhu 001 (SIGGRAPH Courses, 2021)

KGAMD: an API-misuse detector driven by fine-grained API-constraint knowledge graph. - Xiaoxue Ren; Xinyuan Ye; Zhenchang Xing; Xin Xia 001; Xiwei Xu 001; Liming Zhu 001; Jianling Sun (ESEC/SIGSOFT FSE, 2021)

Generating Informative CVE Description From ExploitDB Posts by Extractive Summarization. - Jiamou Sun; Zhenchang Xing; Hao Guo; Deheng Ye; Xiaohong Li 001; Xiwei Xu 001; Liming Zhu 001 (CoRR, 2021)

Design Patterns for Blockchain-Based Payment Applications. - Qinghua Lu 001; Xiwei Xu 001; H. M. N. Dilum Bandara; Shiping Chen 001; Liming Zhu 001 (CoRR, 2021)

AI and Ethics - Operationalising Responsible AI. - Liming Zhu 001; Xiwei Xu 001; Qinghua Lu 001; Guido Governatori; Jon Whittle 001 (CoRR, 2021)

Blockchain-based Trustworthy Federated Learning Architecture. - Sin Kit Lo; Yue Liu 010; Qinghua Lu 001; Chen Wang 008; Xiwei Xu 001; Hye-Young Paik; Liming Zhu 001 (CoRR, 2021)

Defining Blockchain Governance Principles: A Comprehensive Framework. - Yue Liu 010; Qinghua Lu 001; Hye-Young Paik; Liming Zhu 001 (CoRR, 2021)

Generative Adversarial Networks-Enabled Human-Artificial Intelligence Collaborative Applications for Creative and Design Industries: A Systematic Review of Current Approaches and Trends. - Rowan T. Hughes; Liming Zhu 001; Tomasz Bednarz (Frontiers Artif. Intell., 2021)

Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT. - Weishan Zhang; Qinghua Lu 001; Qiuyu Yu; Zhaotong Li; Yue Liu 010; Sin Kit Lo; Shiping Chen 001; Xiwei Xu 001; Liming Zhu 001 (IEEE Internet Things J., 2021)

Featured Cover. - Qinghua Lu 001; An Binh Tran; Ingo Weber; Hugo O'Connor; Paul Rimba; Xiwei Xu 001; Mark Staples; Liming Zhu 001; Ross Jeffery (Softw. Pract. Exp., 2021)

Integrated model-driven engineering of blockchain applications for business processes and asset management. - Qinghua Lu 001; An Binh Tran; Ingo Weber; Hugo O'Connor; Paul Rimba; Xiwei Xu 001; Mark Staples; Liming Zhu 001; Ross Jeffery (Softw. Pract. Exp., 2021)

EvAnGCN: Evolving Graph Deep Neural Network Based Anomaly Detection in Blockchain. - Vatsal Patel; Sutharshan Rajasegarar; Lei Pan 002; Jiajun Liu; Liming Zhu 001 (ADMA (1), 2022)

Towards Implementing Responsible AI. - Conrad Sanderson; Qinghua Lu 001; David Douglas; Xiwei Xu 001; Liming Zhu 001; Jon Whittle 001 (IEEE Big Data, 2022)

Towards a roadmap on software engineering for responsible AI. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Jon Whittle 001; Zhenchang Xing (CAIN, 2022)

A Pattern Language for Blockchain Governance. - Yue Liu 010; Qinghua Lu 001; Guangsheng Yu; Hye-Young Paik; Harsha Perera; Liming Zhu 001 (EuroPLoP, 2022)

Analysis of Privacy Patterns from An Architectural Perspective. - Su Yen Chia; Xiwei Xu 001; Hye-Young Paik; Liming Zhu 001 (ICSA Companion, 2022)

Software engineering for Responsible AI: An empirical study and operationalised patterns. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Jon Whittle 001; David Douglas; Conrad Sanderson (ICSE (SEIP), 2022)

Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems. - Xiwei Xu 001; Chen Wang 008; Zhen Wang 013; Qinghua Lu 001; Liming Zhu 001 (ICSE (SEIP), 2022)

Heterogeneous Vulnerability Report Traceability Recovery by Vulnerability Aspect Matching. - Jiamou Sun; Zhenchang Xing; Xiwei Xu 001; Liming Zhu 001; Qinghua Lu 001 (ICSME, 2022)

Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code. - Qing Huang; Zhiqiang Yuan; Zhenchang Xing; Xiwei Xu 001; Liming Zhu 001; Qinghua Lu 001 (ASE, 2022)

Constructing a System Knowledge Graph of User Tasks and Failures from Bug Reports to Support Soap Opera Testing. - Yanqi Su; Zheming Han; Zhenchang Xing; Xin Xia 001; Xiwei Xu 001; Liming Zhu 001; Qinghua Lu 001 (ASE, 2022)

Cycle-Balanced Representation Learning For Counterfactual Inference. - Guanglin Zhou; Lina Yao 001; Xiwei Xu 001; Chen Wang 008; Liming Zhu 001 (SDM, 2022)

Psychologically-inspired, unsupervised inference of perceptual groups of GUI widgets from GUI images. - Mulong Xie; Zhenchang Xing; Sidong Feng; Xiwei Xu 001; Liming Zhu 001; Chunyang Chen 001 (ESEC/SIGSOFT FSE, 2022)

Making Python code idiomatic by automatic refactoring non-idiomatic Python code with pythonic idioms. - Zejun Zhang 006; Zhenchang Xing; Xin Xia 001; Xiwei Xu 001; Liming Zhu 001 (ESEC/SIGSOFT FSE, 2022)

Towards a Taxonomy of Approaches to Modern Complex Systems. - Pin Chen; Chee Peng Lim; Alex Gorod; Liming Zhu 001 (SoSE, 2022)

A Pattern Collection for Blockchain Governance. - Yue Liu 010; Qinghua Lu 001; Guangsheng Yu; Hye-Young Paik; Harsha Perera; Liming Zhu 001 (CoRR, 2022)

Responsible-AI-by-Design: a Pattern Collection for Designing Responsible AI Systems. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Jon Whittle 001 (CoRR, 2022)

A Decision Model for Federated Learning Architecture Pattern Selection. - Sin Kit Lo; Qinghua Lu 001; Hye-Young Paik; Liming Zhu 001 (CoRR, 2022)

Towards Operationalising Responsible AI: An Empirical Study. - Conrad Sanderson; Qinghua Lu 001; David Douglas; Xiwei Xu 001; Liming Zhu 001; Jon Whittle 001 (CoRR, 2022)

Interventional Recommendation with Contrastive Counterfactual Learning for Better Understanding User Preferences. - Guanglin Zhou; Chengkai Huang; Xiaocong Chen; Lina Yao 001; Xiwei Xu 001; Chen Wang 008; Liming Zhu 001 (CoRR, 2022)

Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects. - Guanglin Zhou; Lina Yao 001; Xiwei Xu 001; Chen Wang 008; Liming Zhu 001 (CoRR, 2022)

Responsible AI Pattern Catalogue: A Multivocal Literature Review. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Jon Whittle 001; Didar Zowghi; Aurelie Jacquet (CoRR, 2022)

BGRA: A Reference Architecture for Blockchain Governance. - Yue Liu 010; Qinghua Lu 001; Guangsheng Yu; Hye-Young Paik; Liming Zhu 001 (CoRR, 2022)

A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective. - Sin Kit Lo; Qinghua Lu 001; Chen Wang 008; Hye-Young Paik; Liming Zhu 001 (ACM Comput. Surv., 2022)

Automated Privacy Preferences for Smart Home Data Sharing Using Personal Data Stores. - Yashothara Shanmugarasa; Hye-young Paik; Salil S. Kanhere; Liming Zhu 001 (IEEE Secur. Priv., 2022)

Defining blockchain governance principles: A comprehensive framework. - Yue Liu 010; Qinghua Lu 001; Guangsheng Yu; Hye-Young Paik; Liming Zhu 001 (Inf. Syst., 2022)

Architectural patterns for the design of federated learning systems. - Sin Kit Lo; Qinghua Lu 001; Liming Zhu 001; Hye-Young Paik; Xiwei Xu 001; Chen Wang 008 (J. Syst. Softw., 2022)

A survey for trust-aware recommender systems: A deep learning perspective. - Manqing Dong; Feng Yuan; Lina Yao 001; Xianzhi Wang 001; Xiwei Xu 001; Liming Zhu 001 (Knowl. Based Syst., 2022)

Can Software Engineering Harness the Benefits of Advanced AI? - Mary Shaw; Liming Zhu 001 (IEEE Softw., 2022)

Attn-HybridNet: Improving Discriminability of Hybrid Features With Attention Fusion. - Sunny Verma; Chen Wang 008; Liming Zhu 001; Wei Liu 007 (IEEE Trans. Cybern., 2022)

Decision Models for Selecting Patterns in Governance-driven Blockchain Systems. - Yue Liu 010; Qinghua Lu 001; Hye-Young Paik; Guangsheng Yu; Liming Zhu 001 (Blockchain, 2023)

Towards Concrete and Connected AI Risk Assessment (C2AIRA): A Systematic Mapping Study. - Boming Xia; Qinghua Lu 001; Harsha Perera; Liming Zhu 001; Zhenchang Xing; Yue Liu 010; Jon Whittle 001 (CAIN, 2023)

Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems. - Guanglin Zhou; Chengkai Huang; Xiaocong Chen; Xiwei Xu 001; Chen Wang 008; Liming Zhu 001; Lina Yao 001 (CIKM, 2023)

Review-Incorporated Model-Agnostic Profile Injection Attacks on Recommender Systems. - Shiyi Yang 001; Lina Yao 001; Chen Wang 008; Xiwei Xu 001; Liming Zhu 001 (ICDM, 2023)

A Selection Model of Privacy Patterns. - Su Yen Chia; Xiwei Xu 001; Ming Ding 001; David B. Smith 001; Hye-Young Paik; Liming Zhu 001 (ICSA, 2023)

A Pattern-Oriented Reference Architecture for Governance-Driven Blockchain Systems. - Yue Liu 010; Qinghua Lu 001; Guangsheng Yu; Hye-Young Paik; Liming Zhu 001 (ICSA, 2023)

SoapOperaTG: A Tool for System Knowledge Graph Based Soap Opera Test Generation. - Yanqi Su; Zheming Han; Zhenchang Xing; Xiwei Xu 001; Liming Zhu 001; Qinghua Lu 001 (ICSE Companion, 2023)

A Multi-faceted Vulnerability Searching Website Powered by Aspect-level Vulnerability Knowledge Graph. - Jiamou Sun; Zhenchang Xing; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001 (ICSE Companion, 2023)

Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation. - Jiamou Sun; Zhenchang Xing; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001; Thong Hoang; Dehai Zhao (ICSE, 2023)

An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead. - Boming Xia; Tingting Bi; Zhenchang Xing; Qinghua Lu 001; Liming Zhu 001 (ICSE, 2023)

RIdiom: Automatically Refactoring Non-Idiomatic Python Code with Pythonic Idioms. - Zejun Zhang 006; Zhenchang Xing; Xiwei Xu 001; Liming Zhu 001 (ICSE Companion, 2023)

Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence. - Zejun Zhang 006; Zhenchang Xing; Xin Xia 001; Xiwei Xu 001; Liming Zhu 001; Qinghua Lu 001 (ICSE, 2023)

SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics. - Dehai Zhao; Zhenchang Xing; Xin Xia 001; Deheng Ye; Xiwei Xu 001; Liming Zhu 001 (ICSE, 2023)

Software Engineering as the Linchpin of Responsible AI. - Liming Zhu 001 (ICSE, 2023)

Meta-learning for Estimating Multiple Treatment Effects with Imbalance. - Guanglin Zhou; Lina Yao 001; Xiwei Xu 001; Chen Wang 008; Liming Zhu 001 (WISE, 2023)

Operationalising Responsible AI Using a Pattern-Oriented Approach: A Case Study on Chatbots in Financial Services. - Qinghua Lu 001; Yuxiu Luo; Liming Zhu 001; MingJian Tang 001; Xiwei Xu 001; Jon Whittle 001 (CoRR, 2023)

A Survey on AI Risk Assessment Frameworks. - Boming Xia; Qinghua Lu 001; Harsha Perera; Liming Zhu 001; Zhenchang Xing; Yue Liu 010; Jon Whittle 001 (CoRR, 2023)

On the Opportunity of Causal Deep Generative Models: A Survey and Future Directions. - Guanglin Zhou; Lina Yao 001; Xiwei Xu 001; Chen Wang 008; Liming Zhu 001; Kun Zhang 001 (CoRR, 2023)

Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challenges. - Linh T. Nguyen; Lam Duc Nguyen; Thong Hoang; H. M. N. Dilum Bandara; Qin Wang 008; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001; Petar Popovski; Shiping Chen 001 (CoRR, 2023)

Towards Responsible AI in the Era of ChatGPT: A Reference Architecture for Designing Foundation Model-based AI Systems. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Zhenchang Xing; Jon Whittle 001 (CoRR, 2023)

A Framework for Designing Foundation Model based Systems. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Zhenchang Xing; Jon Whittle 001 (CoRR, 2023)

QB4AIRA: A Question Bank for AI Risk Assessment. - Sung Une Lee; Harsha Perera; Boming Xia; Yue Liu 010; Qinghua Lu 001; Liming Zhu 001; Olivier Salvado; Jon Whittle 001 (CoRR, 2023)

Prompt Sapper: LLM-Empowered Software Engineering Infrastructure for AI-Native Services. - Zhenchang Xing; Qing Huang; Yu Cheng; Liming Zhu 001; Qinghua Lu 001; Xiwei Xu 001 (CoRR, 2023)

Distributed Trust Through the Lens of Software Architecture. - Sin Kit Lo; Yue Liu 010; Guangsheng Yu; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001 (CoRR, 2023)

Quantum Software Analytics: Opportunities and Challenges. - Thong Hoang; Hoa Khanh Dam; Tingting Bi; Qinghua Lu 001; Zhenchang Xing; Liming Zhu 001; Lam Duc Nguyen; Shiping Chen 001 (CoRR, 2023)

Decentralised Governance for Foundation Model based AI Systems: Exploring the Role of Blockchain in Responsible AI. - Yue Liu 010; Qinghua Lu 001; Liming Zhu 001; Hye-Young Paik (CoRR, 2023)

Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names? - Terry Yue Zhuo; Xiaoning Du 001; Zhenchang Xing; Jiamou Sun; Haowei Quan; Li Li 029; Liming Zhu 001 (CoRR, 2023)

Tag Your Fish in the Broken Net: A Responsible Web Framework for Protecting Online Privacy and Copyright. - Dawen Zhang; Boming Xia; Yue Liu 010; Xiwei Xu 001; Thong Hoang; Zhenchang Xing; Mark Staples; Qinghua Lu 001; Liming Zhu 001 (CoRR, 2023)

Local Differential Privacy for Smart Meter Data Sharing. - Yashothara Shanmugarasa; Mahawaga Arachchige Pathum Chamikara; Hye-Young Paik; Salil S. Kanhere; Liming Zhu 001 (CoRR, 2023)

Building the Future of Responsible AI: A Reference Architecture for Designing Large Language Model based Agents. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Zhenchang Xing; Stefan Harrer; Jon Whittle 001 (CoRR, 2023)

From Principles to Practice: An Accountability Metrics Catalogue for Managing AI Risks. - Boming Xia; Qinghua Lu 001; Liming Zhu 001; Sung Une Lee; Yue Liu 010; Zhenchang Xing (CoRR, 2023)

Navigating Privacy and Copyright Challenges Across the Data Lifecycle of Generative AI. - Dawen Zhang; Boming Xia; Yue Liu 010; Xiwei Xu 001; Thong Hoang; Zhenchang Xing; Mark Staples; Qinghua Lu 001; Liming Zhu 001 (CoRR, 2023)

Software Architecture and Machine Learning (Dagstuhl Seminar 23302). - Grace A. Lewis; Henry Muccini; Ipek Ozkaya; Karthik Vaidhyanathan; Roland Weiss; Liming Zhu 001 (Dagstuhl Reports, 2023)

Developing Responsible Chatbots for Financial Services: A Pattern-Oriented Responsible Artificial Intelligence Engineering Approach. - Qinghua Lu 001; Yuxiu Luo; Liming Zhu 001; MingJian Tang 001; Xiwei Xu 001; Jon Whittle 001 (IEEE Intell. Syst., 2023)

A systematic literature review on blockchain governance. - Yue Liu 010; Qinghua Lu 001; Liming Zhu 001; Hye-Young Paik; Mark Staples (J. Syst. Softw., 2023)

Responsible-AI-by-Design: A Pattern Collection for Designing Responsible Artificial Intelligence Systems. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Jon Whittle 001 (IEEE Softw., 2023)

Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems. - Sin Kit Lo; Yue Liu 010; Qinghua Lu 001; Chen Wang 008; Xiwei Xu 001; Hye-Young Paik; Liming Zhu 001 (IEEE Internet Things J., 2023)

Software Engineering for Responsible AI. - Qinghua Lu 001; Liming Zhu 001; Jon Whittle 001; James Bret Michael (Computer, 2023)

Adversarial dual autoencoders for trust-aware recommendation. - Manqing Dong; Lina Yao 001; Xianzhi Wang 001; Xiwei Xu 001; Liming Zhu 001 (Neural Comput. Appl., 2023)

Operationalizing Responsible AI at Scale: CSIRO Data61's Pattern-Oriented Responsible AI Engineering Approach. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Jon Whittle 001; Didar Zowghi; Aurelie Jacquet (Commun. ACM, 2023)

A systematic review of federated learning from clients' perspective: challenges and solutions. - Yashothara Shanmugarasa; Hye-young Paik; Salil S. Kanhere; Liming Zhu 001 (Artif. Intell. Rev., 2023)

Adaptive Resource Scheduling in Permissionless Sharded-Blockchains: A Decentralized Multiagent Deep Reinforcement Learning Approach. - Guangsheng Yu; Xu Wang 004; Wei Ni 001; Qinghua Lu 001; Xiwei Xu 001; Ren Ping Liu; Liming Zhu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

An AI System Evaluation Framework for Advancing AI Safety: Terminology, Taxonomy, Lifecycle Mapping. - Boming Xia; Qinghua Lu 001; Liming Zhu 001; Zhenchang Xing (AIware, 2024)

A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Yue Liu 010; Zhenchang Xing; Jon Whittle 001 (CAIN, 2024)

Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability. - Boming Xia; Qinghua Lu 001; Liming Zhu 001; Sung Une Lee; Yue Liu 010; Zhenchang Xing (CAIN, 2024)

Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective. - Dawen Zhang; Boming Xia; Yue Liu 010; Xiwei Xu 001; Thong Hoang; Zhenchang Xing; Mark Staples; Qinghua Lu 001; Liming Zhu 001 (CAIN, 2024)

Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial Styles. - Shiyi Yang 001; Chen Wang 008; Xiwei Xu 001; Liming Zhu 001; Lina Yao 001 (CIKM, 2024)

Local Differential Privacy for Smart Meter Data Sharing with Energy Disaggregation. - Yashothara Shanmugarasa; M. A. P. Chamikara; Hye-young Paik; Salil S. Kanhere; Liming Zhu 001 (DCOSS-IoT, 2024)

Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model Based Agents. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Zhenchang Xing; Stefan Harrer; Jon Whittle 001 (ICSA-C, 2024)

Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future. - Boming Xia; Dawen Zhang; Yue Liu 010; Qinghua Lu 001; Zhenchang Xing; Liming Zhu 001 (EnCyCriS/SVM, 2024)

Where is it? Tracing the Vulnerability-relevant Files from Vulnerability Reports. - Jiamou Sun; Jieshan Chen; Zhenchang Xing; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001 (ICSE, 2024)

Hard to Read and Understand Pythonic Idioms? DeIdiom and Explain Them in Non-Idiomatic Equivalent Code. - Zejun Zhang 006; Zhenchang Xing; Dehai Zhao; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001 (ICSE, 2024)

Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models. - Zhibo Hu; Chen Wang 008; Yanfeng Shu; Hye-Young Paik; Liming Zhu 001 (KDD, 2024)

A Pilot Study in Surveying Data Challenges of Automatic Software Engineering Tasks. - Liming Dong 001; Qinghua Lu 001; Liming Zhu 001 (SEA4DQ@SIGSOFT FSE, 2024)

Towards AI Safety: A Taxonomy for AI System Evaluation. - Boming Xia; Qinghua Lu 001; Liming Zhu 001; Zhenchang Xing (CoRR, 2024)

Provably Unlearnable Examples. - Derui Wang; Minhui Xue 001; Bo Li 026; Seyit Camtepe; Liming Zhu 001 (CoRR, 2024)

Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning. - Guanglin Zhou; Zhongyi Han; Shiming Chen 002; Biwei Huang; Liming Zhu 001; Salman Khan 001; Xinbo Gao 001; Lina Yao 001 (CoRR, 2024)

Learning Interpretable Scheduling Algorithms for Data Processing Clusters. - Zhibo Hu; Chen Wang 008; Helen Paik; Yanfeng Shu; Liming Zhu 001 (CoRR, 2024)

Integrating ESG and AI: A Comprehensive Responsible AI Assessment Framework. - Sung Une Lee; Harsha Perera; Yue Liu 010; Boming Xia; Qinghua Lu 001; Liming Zhu 001; Jessica Cairns; Moana Nottage (CoRR, 2024)

Towards AI-Safety-by-Design: A Taxonomy of Runtime Guardrails in Foundation Model based Systems. - Md. Shamsujjoha; Qinghua Lu 001; Dehai Zhao; Liming Zhu 001 (CoRR, 2024)

A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model. - Jingwen Zhou; Qinghua Lu 001; Jieshan Chen; Liming Zhu 001; Xiwei Xu 001; Zhenchang Xing; Stefan Harrer (CoRR, 2024)

Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment. - Sung Une Lee; Harsha Perera; Yue Liu 010; Boming Xia; Qinghua Lu 001; Liming Zhu 001 (CoRR, 2024)

Achieving Responsible AI through ESG: Insights and Recommendations from Industry Engagement. - Harsha Perera; Sung Une Lee; Yue Liu 010; Boming Xia; Qinghua Lu 001; Liming Zhu 001; Jessica Cairns; Moana Nottage (CoRR, 2024)

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models. - Mingyue Yuan; Jieshan Chen; Zhenchang Xing; Aaron Quigley; Yuyu Luo; Gelareh Mohammadi; Qinghua Lu 001; Liming Zhu 001 (CoRR, 2024)

AgentOps: Enabling Observability of LLM Agents. - Liming Dong 001; Qinghua Lu 001; Liming Zhu 001 (CoRR, 2024)

An Evaluation-Driven Approach to Designing LLM Agents: Process and Architecture. - Boming Xia; Qinghua Lu 001; Liming Zhu 001; Zhenchang Xing; Dehai Zhao; Hao Zhang (CoRR, 2024)

Survey Insights on M365 Copilot Adoption. - Muneera Bano; Didar Zowghi; Jon Whittle 001; Liming Zhu 001; Andrew Reeson; Rob Martin; Jen Parsons (CoRR, 2024)

Decentralized Governance-Driven Architecture for Designing Foundation-Model-Based Systems: Exploring the Role of Blockchain in Responsible AI. - Yue Liu 010; Qinghua Lu 001; Liming Zhu 001; Hye-Young Paik (IEEE Softw., 2024)

Toward Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model-Based Systems. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Zhenchang Xing; Jon Whittle 001 (IEEE Softw., 2024)

To be forgotten or to be fair: unveiling fairness implications of machine unlearning methods. - Dawen Zhang; Shidong Pan; Thong Hoang; Zhenchang Xing; Mark Staples; Xiwei Xu 001; Lina Yao 001; Qinghua Lu 001; Liming Zhu 001 (AI Ethics, 2024)

Aspect-level Information Discrepancies across Heterogeneous Vulnerability Reports: Severity, Types and Detection Methods. - Jiamou Sun; Zhenchang Xing; Xin Xia 001; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001 (ACM Trans. Softw. Eng. Methodol., 2024)

Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering. - Qinghua Lu 001; Liming Zhu 001; Xiwei Xu 001; Jon Whittle 001; Didar Zowghi; Aurelie Jacquet (ACM Comput. Surv., 2024)

On the Way to SBOMs: Investigating Design Issues and Solutions in Practice. - Tingting Bi; Boming Xia; Zhenchang Xing; Qinghua Lu 001; Liming Zhu 001 (ACM Trans. Softw. Eng. Methodol., 2024)

Automated Refactoring of Non-Idiomatic Python Code With Pythonic Idioms. - Zejun Zhang 006; Zhenchang Xing; Dehai Zhao; Xiwei Xu 001; Liming Zhu 001; Qinghua Lu 001 (IEEE Trans. Software Eng., 2024)

Design Process for Retrieval Augmented Generation Systems. - Xiwei Xu 001; Dawen Zhang; Wenjie Zhang 001; Qinghua Lu 001; Liming Zhu 001 (ICSA Companion, 2025)

Swiss Cheese Model for AI Safety: A Taxonomy and Reference Architecture for Multi-Layered Guardrails of Foundation Model Based Agents. - Md. Shamsujjoha; Qinghua Lu 001; Dehai Zhao; Liming Zhu 001 (ICSA, 2025)

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models. - Mingyue Yuan; Jieshan Chen; Zhenchang Xing; Aaron Quigley; Yuyu Luo; Tianqi Luo; Gelareh Mohammadi; Qinghua Lu 001; Liming Zhu 001 (ICSE, 2025)

SeeAction: Towards Reverse Engineering How-What-Where of HCI Actions from Screencasts for UI Automation. - Dehai Zhao; Zhenchang Xing; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001 (ICSE, 2025)

Provably Unlearnable Data Examples. - Derui Wang; Minhui Xue 001; Bo Li 026; Seyit Camtepe; Liming Zhu 001 (NDSS, 2025)

Architectural patterns for designing quantum artificial intelligence systems. - Mykhailo V. Klymenko; Thong Hoang; Xiwei Xu 001; Zhenchang Xing; Muhammad Usman 009; Qinghua Lu 001; Liming Zhu 001 (J. Syst. Softw., 2025)

Agent design pattern catalogue: A collection of architectural patterns for foundation model based agents. - Yue Liu 010; Sin Kit Lo; Qinghua Lu 001; Liming Zhu 001; Dehai Zhao; Xiwei Xu 001; Stefan Harrer; Jon Whittle 001 (J. Syst. Softw., 2025)

Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead. - Yanqi Su; Zhenchang Xing; Chong Wang 013; Chunyang Chen 001; Xiwei Xu 001; Qinghua Lu 001; Liming Zhu 001 (Proc. ACM Softw. Eng., 2025)

Privacy Bills of Materials (PriBOM): A Transparent Privacy Information Inventory for Collaborative Privacy Notice Generation in Mobile App Development. - Zhen Tao; Shidong Pan; Zhenchang Xing; Xiaoyu Sun 002; Omar Haggag; John C. Grundy; Jingjie Li; Liming Zhu 001 (Proc. Priv. Enhancing Technol., 2025)

QB4AIRA: A Question Bank for Responsible AI Risk Assessment. - Sung Une Lee; Harsha Perera; Boming Xia; Yue Liu 010; Qinghua Lu 001; Liming Zhu 001; Olivier Salvado; Jon Whittle 001 (IEEE Softw., 2025)

HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization. - Guanglin Zhou; Zhongyi Han; Shiming Chen 002; Biwei Huang; Liming Zhu 001; Tongliang Liu; Lina Yao 001; Kun Zhang 001 (IEEE Trans. Multim., 2025)

An Extended Pattern Collection for Blockchain-Based Applications. - Xiwei Xu 001; Cesare Pautasso; Sin Kuang Lo; Liming Zhu 001; Qinghua Lu 001; Ingo Weber (Trans. Pattern Lang. Program., 2025)

CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization. - Derui Wang; Kristen Moore; Diksha Goel; Minjune Kim; Gang Li 009; Yang Li 182; Robin Ram Mohan Doss; Minhui Xue 001; Bo Li 026; Seyit Camtepe; Liming Zhu 001 (Zenodo, 2025)

Privacy Bills of Materials: A Transparent Privacy Information Inventory for Collaborative Privacy Notice Generation in Mobile App Development. - Zhen Tao; Shidong Pan; Zhenchang Xing; Xiaoyu Sun 002; Omar Haggag; John C. Grundy; Ze Shi Li; Jingjie Li; Liming Zhu 001 (CoRR, 2025)

Towards Advancing Code Generation with Large Language Models: A Research Roadmap. - Haolin Jin; Huaming Chen; Qinghua Lu 001; Liming Zhu 001 (CoRR, 2025)

CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization. - Derui Wang; Kristen Moore; Diksha Goel; Minjune Kim; Gang Li 009; Yang Li 182; Robin Doss; Minhui Xue 001; Bo Li 026; Seyit Camtepe; Liming Zhu 001 (CoRR, 2025)

A Qualitative Study of User Perception of M365 AI Copilot. - Muneera Bano; Didar Zowghi; Jon Whittle 001; Liming Zhu 001; Andrew Reeson; Rob Martin; Jen Parsons (CoRR, 2025)

Get the Agents Drunk: Memory Perturbations in Autonomous Agent-based Recommender Systems. - Shiyi Yang 001; Zhibo Hu; Chen Wang 008; Tong Yu 001; Xiwei Xu 001; Liming Zhu 001; Lina Yao 001 (CoRR, 2025)

Ambiguity Resolution in Text-to-Structured Data Mapping. - Zhibo Hu; Chen Wang 008; Yanfeng Shu; Hye-Young Paik; Liming Zhu 001 (CoRR, 2025)

Federated Low-Rank Adaptation for Foundation Models: A Survey. - Yiyuan Yang; Guodong Long; Qinghua Lu 001; Liming Zhu 001; Jing Jiang 002; Chengqi Zhang (CoRR, 2025)

Hydra: Structured Cross-Source Enhanced Large Language Model Reasoning. - Xingyu Tan; Xiaoyang Wang 002; Qing Liu 001; Xiwei Xu 001; Xin Yuan; Liming Zhu 001; Wenjie Zhang 001 (CoRR, 2025)

LLM-based HSE Compliance Assessment: Benchmark, Performance, and Advancements. - Jianwei Wang 003; Meng Wang 001; Yinsi Zhou; Zhenchang Xing; Qing Liu 001; Xiwei Xu 001; Wenjie Zhang 001; Liming Zhu 001 (CoRR, 2025)

RAGOps: Operating and Managing Retrieval-Augmented Generation Pipelines. - Xiwei Xu 001; Hans Weytjens; Dawen Zhang; Qinghua Lu 001; Ingo Weber; Liming Zhu 001 (CoRR, 2025)

SHIELDA: Structured Handling of Exceptions in LLM-Driven Agentic Workflows. - Jingwen Zhou; Jieshan Chen; Qinghua Lu 001; Dehai Zhao; Liming Zhu 001 (CoRR, 2025)

Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challenges. - Linh T. Nguyen; Lam Duc Nguyen; Thong Hoang; Herath Mudiyanselage Nelanga Dilum Bandara; Qin Wang 008; Qinghua Lu 001; Xiwei Xu 001; Liming Zhu 001; Shiping Chen 001 (ACM Comput. Surv., 2025)