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Dr Liming Zhu

Dr Liming Zhu

Conjoint Professor
Engineering
Computer Science and Engineering

I lead the Software and Computational Systems Research Program (one of the four programs)Ìý²¹³ÙÌý,Ìý.ÌýThe research program has 200+ people innovating in the following (but not limited to) research areas: big data analytics infrastructure, computational and simulation sciences platforms (including verticals such as imaging processing and bioinformatics/life sciences), data integration, data platforms, trustworthy systems, distributed systems, business process management, legal informatics, provenance, behaviour analytics, blockchains, software ecosystems, software engineering/architecture, DevOps and cybersecurity.Ìý

Data61 is part of The Commonwealth Scientific and Industrial Research Organisation (CSIRO) and Australia's data/ICT innovation hub. Data61 was formed bringing together CSIRO's Digital Productivity team and National ICT Australia (NICTA).

I am also conjoint full professor atÌý. I teach software architecture courses and supervise PhD students at UNSW. I have supervised 6 PhDs to completion as the primary supervisor. My personal research interests include:

  • software architecture in enterprise systems and embedded systems
  • dependable distributed systemsÌý
  • dependable DevOps and continuous deploymentÌý
  • (big) data analytics infrastructure, data analytics pipelines and data provenance
  • data platforms
  • blockchain-driven systems
  • software engineering for machine-learning based systemsÌý
  • software ecosystems, multi-sided platforms and Ultra-Large-Scale systems
  • service/cloud engineering and RESTful services
  • Model Driven Development(MDD)
  • business process management
  • system and software development processes and methodologies
  • empirical methods in software engineering
Phone
+61433111052
E-mail
liming.zhu@data61.csiro.au
Location
Australian Technology Park, Redfern
  • Books | 2015
    Bass L; Weber I; Zhu L, 2015, Devops A Software Architect's Perspective, Addison-Wesley Professional
  • Book Chapters | 2022
    Zhu L; Xu X; Lu Q; Governatori G; Whittle J, 2022, 'AI andÌýEthics—Operationalizing Responsible AI', in Humanity Driven AI, Springer International Publishing, pp. 15 - 33,
    Book Chapters | 2019
    Zhang S; Yao L; Sun A; Guo G; Xu X; Zhu L, 2019, 'Deep neural networks meet recommender systems', in Khalid O; Khan SU; Zomaya AY (ed.), Big Data Recommender Systems: Application Paradigms, pp. 9 - 33,
    Book Chapters | 2017
    Wu D; Sakr S; Zhu L, 2017, 'Big data programming models', in Handbook of Big Data Technologies, pp. 31 - 63,
    Book Chapters | 2017
    Wu D; Sakr S; Zhu L, 2017, 'Big data storage and data models', in Handbook of Big Data Technologies, pp. 3 - 29,
    Book Chapters | 2012
    Lu Q; Xu X; Tosic V; Zhu L, 2012, 'Application of Business-Driven Decision Making to RESTful Business Processes', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 404 - 419,
    Book Chapters |
    Zhu L, 'Model-Driven Architecture', in Essential Software Architecture, Springer Berlin Heidelberg, pp. 197 - 215,
  • Journal articles | 2024
    Bi T; Xia B; Xing Z; Lu Q; Zhu L, 2024, 'On the Way to SBOMs: Investigating Design Issues and Solutions in Practice', ACM Transactions on Software Engineering and Methodology, 33,
    Journal articles | 2024
    Liu Y; Lu Q; Zhu L; Paik HY, 2024, 'Decentralised Governance for Foundation Model based AI Systems: Exploring the Role of Blockchain in Responsible AI', IEEE Software,
    Journal articles | 2024
    Lu Q; Zhu L; Xu X; Whittle J; Zowghi D; Jacquet A, 2024, 'Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering', ACM Computing Surveys, 56,
    Journal articles | 2024
    Lu Q; Zhu L; Xu X; Xing Z; Whittle J, 2024, 'Toward Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model-Based Systems', IEEE Software, 41, pp. 91 - 100,
    Journal articles | 2024
    Zhang D; Pan S; Hoang T; Xing Z; Staples M; Xu X; Yao L; Lu Q; Zhu L, 2024, 'To be forgotten or to be fair: unveiling fairness implications of machine unlearning methods', AI and Ethics, 4, pp. 83 - 93,
    Journal articles | 2024
    Zhang Z; Xing Z; Zhao D; Xu X; Zhu L; Lu Q, 2024, 'Automated Refactoring of Non-Idiomatic Python Code with Pythonic Idioms', IEEE Transactions on Software Engineering,
    Journal articles | 2023
    Dong M; Yao L; Wang X; Xu X; Zhu L, 2023, 'Adversarial dual autoencoders for trust-aware recommendation', Neural Computing and Applications, 35, pp. 13065 - 13075,
    Journal articles | 2023
    Liu Y; Lu Q; Zhu L; Paik HY; Staples M, 2023, 'A systematic literature review on blockchain governance', Journal of Systems and Software, 197,
    Journal articles | 2023
    Lo SK; Liu Y; Lu Q; Wang C; Xu X; Paik HY; Zhu L, 2023, 'Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems', IEEE Internet of Things Journal, 10, pp. 3276 - 3284,
    Journal articles | 2023
    Lu Q; Luo Y; Zhu L; Tang M; Xu X; Whittle J, 2023, 'Developing Responsible Chatbots for Financial Services: A Pattern-Oriented Responsible Artificial Intelligence Engineering Approach', IEEE Intelligent Systems, 38, pp. 42 - 51,
    Journal articles | 2023
    Lu Q; Zhu L; Whittle J; Michael JB, 2023, 'Software Engineering for Responsible AI', Computer, 56, pp. 13 - 16,
    Journal articles | 2023
    Lu Q; Zhu L; Xu X; Whittle J; Zowghi D; Jacquet A, 2023, 'Operationalizing Responsible AI at Scale: CSIRO Data61's Pattern-Oriented Responsible AI Engineering Approach', Communications of the ACM, 66, pp. 64 - 66,
    Journal articles | 2023
    Lu Q; Zhu L; Xu X; Whittle J, 2023, 'Responsible-AI-by-Design: A Pattern Collection for Designing Responsible Artificial Intelligence Systems', IEEE Software, 40, pp. 63 - 71,
    Journal articles | 2023
    Shanmugarasa Y; Paik HY; Kanhere SS; Zhu L, 2023, 'A systematic review of federated learning from clients’ perspective: challenges and solutions', Artificial Intelligence Review, 56, pp. 1773 - 1827,
    Journal articles | 2023
    Sun J; Xing Z; Xia X; Lu Q; Xu X; Zhu L, 2023, 'Aspect-level Information Discrepancies across Heterogeneous Vulnerability Reports: Severity, Types and Detection Methods', ACM Transactions on Software Engineering and Methodology, 33,
    Journal articles | 2023
    Yu G; Wang X; Ni W; Lu Q; Xu X; Liu RP; Zhu L, 2023, 'Adaptive Resource Scheduling in Permissionless Sharded-Blockchains: A Decentralized Multiagent Deep Reinforcement Learning Approach', IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53, pp. 7256 - 7268,
    Journal articles | 2022
    Dong M; Yuan F; Yao L; Wang X; Xu X; Zhu L, 2022, 'A survey for trust-aware recommender systems: A deep learning perspective', Knowledge-Based Systems, 249,
    Journal articles | 2022
    Liu Y; Lu Q; Yu G; Paik HY; Zhu L, 2022, 'Defining blockchain governance principles: A comprehensive framework', Information Systems, 109,
    Journal articles | 2022
    Lo SK; Lu Q; Wang C; Paik HY; Zhu L, 2022, 'A Systematic Literature Review on Federated Machine Learning: From a Sofware Engineering Perspective', ACM Computing Surveys, 54,
    Journal articles | 2022
    Lo SK; Lu Q; Zhu L; Paik HY; Xu X; Wang C, 2022, 'Architectural patterns for the design of federated learning systems', Journal of Systems and Software, 191,
    Journal articles | 2022
    Shanmugarasa Y; Paik HY; Kanhere SS; Zhu L, 2022, 'Automated Privacy Preferences for Smart Home Data Sharing Using Personal Data Stores', IEEE Security and Privacy, 20, pp. 12 - 22,
    Journal articles | 2022
    Shaw M; Zhu L, 2022, 'Can Software Engineering Harness the Benefits of Advanced AI?', IEEE Software, 39, pp. 99 - 104,
    Journal articles | 2022
    Verma S; Wang C; Zhu L; Liu W, 2022, 'Attn-Hybrid Net: Improving Discriminability of Hybrid Features with Attention Fusion', IEEE Transactions on Cybernetics, 52, pp. 6567 - 6578,
    Journal articles | 2021
    Hughes R; Zhu L; Bednarz T, 2021, 'Generative Adversarial Networks–Enabled Human–Artificial Intelligence Collaborative Applications for Creative and Design Industries: A Systematic Review of Current Approaches and Trends', Frontiers in Artificial Intelligence, 4, pp. 604234,
    Journal articles | 2021
    Lu Q; Binh Tran A; Weber I; O'Connor H; Rimba P; Xu X; Staples M; Zhu L; Jeffery R, 2021, 'Featured Cover', Software: Practice and Experience, 51,
    Journal articles | 2021
    Lu Q; Binh Tran A; Weber I; O'Connor H; Rimba P; Xu X; Staples M; Zhu L; Jeffery R, 2021, 'Integrated model-driven engineering of blockchain applications for business processes and asset management', Software - Practice and Experience, 51, pp. 1059 - 1079,
    Journal articles | 2021
    Zhang W; Lu Q; Yu Q; Li Z; Liu Y; Lo SK; Chen S; Xu X; Zhu L, 2021, 'Blockchain-based federated learning for device failure detection in industrial iot', IEEE Internet of Things Journal, 8, pp. 5926 - 5937,
    Journal articles | 2020
    Chen J; Chen C; Xing Z; Xia X; Zhu L; Grundy J; Wang J, 2020, 'Wireframe-based UI Design Search through Image Autoencoder', ACM Transactions on Software Engineering and Methodology, 29,
    Journal articles | 2020
    Liu Y; Lu Q; Paik HY; Xu X; Chen S; Zhu L, 2020, 'Design Pattern as a Service for Blockchain-Based Self-Sovereign Identity', IEEE Software, 37, pp. 30 - 36,
    Journal articles | 2020
    Pautasso C; Zimmermann O; Zhu L; Bocek T; Larrucea X, 2020, 'Unchain or Block the Hype? : Decision Drivers, Success Factors, and Perspectives for Blockchain Adoption', IEEE Software, 37, pp. 97 - 103,
    Journal articles | 2020
    Wu H; Wang C; Nock R; Wang W; Yin J; Lu K; Zhu L, 2020, 'SMINT: Toward interpretable and robust model sharing for deep neural networks', ACM Transactions on the Web, 14,
    Journal articles | 2020
    Yang M; Chi Y; Mamaril K; Berry A; Shi X; Zhu L, 2020, 'Communication-based approach for promoting energy consumer switching: some evidence from ofgem⇔s database trials in the United Kingdom', Energies, 13,
    Journal articles | 2020
    Zhang S; Yao L; Wu B; Xu X; Zhang X; Zhu L, 2020, 'Unraveling Metric Vector Spaces with Factorization for Recommendation', IEEE Transactions on Industrial Informatics, 16, pp. 732 - 742,
    Journal articles | 2019
    Avazpour I; Grundy J; Zhu L, 2019, 'Engineering complex data integration, harmonization and visualization systems', Journal of Industrial Information Integration, 16,
    Journal articles | 2019
    Cheng X; Zhu L; Zhao Z, 2019, 'Design and Implementation of Monitoring System for Extracurricular Physical Exercise Based on Energy Consumption Measurement', Journal of Advanced Computational Intelligence and Intelligent Informatics, 23, pp. 146 - 152,
    Journal articles | 2019
    Lo SK; Liu Y; Chia SY; Xu X; Lu Q; Zhu L; Ning H, 2019, 'Analysis of Blockchain Solutions for IoT: A Systematic Literature Review', IEEE Access, 7, pp. 58822 - 58835,
    Journal articles | 2019
    Lu Q; Xu X; Liu Y; Weber I; Zhu L; Zhang W, 2019, 'uBaaS: A unified blockchain as a service platform', Future Generation Computer Systems, 101, pp. 564 - 575,
    Journal articles | 2019
    Shahin M; Zahedi M; Babar MA; Zhu L, 2019, 'An empirical study of architecting for continuous delivery and deployment', Empirical Software Engineering, 24, pp. 1061 - 1108,
    Journal articles | 2019
    Sun D; Li G; Zhang Y; Zhu L; Gaire R, 2019, 'Statistically managing cloud operations for latency-tail-tolerance in IoT-enabled smart cities', Journal of Parallel and Distributed Computing, 127, pp. 184 - 195,
    Journal articles | 2019
    Xu X; Lu Q; Liu Y; Zhu L; Yao H; Vasilakos AV, 2019, 'Designing blockchain-based applications a case study for imported product traceability', Future Generation Computer Systems, 92, pp. 399 - 406,
    Journal articles | 2018
    Li Z; Lu Q; Zhu L; Xu X; Liu Y; Zhang W, 2018, 'An Empirical Study of Cloud API Issues', IEEE Cloud Computing, 5, pp. 58 - 72,
    Journal articles | 2018
    Mendling J; Weber I; Van Der Aalst W; Brocke JV; Cabanillas C; Daniel F; Debois S; Di Ciccio C; Dumas M; Dustdar S; Gal A; García-Bañuelos L; Governatori G; Hull R; La Rosa M; Leopold H; Leymann F; Recker J; Reichert M; Reijers HA; Rinderlema S; Solti A; Rosemann M; Schulte S; Singh MP; Slaats T; Staples M; Weber B; Weidlich M; Weske M; Xu X; Zhu L, 2018, 'Blockchains for business process management - Challenges and opportunities', ACM Transactions on Management Information Systems, 9,
    Journal articles | 2018
    Sun D; Fekete A; Gramoli V; Li G; Xu X; Zhu L, 2018, 'R2C: Robust Rolling-Upgrade in Clouds', IEEE Transactions on Dependable and Secure Computing, 15, pp. 811 - 823,
    Journal articles | 2018
    Wu D; Zhu L; Lu Q; Sakr S, 2018, 'HDM: A Composable Framework for Big Data Processing', IEEE TRANSACTIONS ON BIG DATA, 4, pp. 150 - 163,
    Journal articles | 2018
    Wu H; Wang C; Fu Y; Sakr S; Lu K; Zhu L, 2018, 'A differentiated caching mechanism to enable primary storage deduplication in clouds', IEEE Transactions on Parallel and Distributed Systems, 29, pp. 1202 - 1216,
    Journal articles | 2018
    Yu B; Wright J; Nepal S; Zhu L; Liu J; Ranjan R, 2018, 'Trust chain: Establishing trust in the iot-based applications ecosystem using blockchain', IEEE Cloud Computing, 5, pp. 12 - 23,
    Journal articles | 2017
    Chen J; He Q; Ye D; Chen W; Xiang Y; Chiew K; Zhu L, 2017, 'Joint affinity aware grouping and virtual machine placement', Microprocessors and Microsystems, 52, pp. 365 - 380,
    Journal articles | 2017
    Fu M; Zhu L; Sun D; Liu A; Bass L; Lu Q, 2017, 'Runtime recovery actions selection for sporadic operations on public cloud', Software - Practice and Experience, 47, pp. 223 - 248,
    Journal articles | 2017
    Shahin M; Ali Babar M; Zhu L, 2017, 'Continuous Integration, Delivery and Deployment: A Systematic Review on Approaches, Tools, Challenges and Practices', IEEE Access, 5, pp. 3909 - 3943,
    Journal articles | 2016
    Sun D; Fu M; Zhu L; Li G; Lu Q, 2016, 'Non-Intrusive Anomaly Detection with Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS', IEEE Transactions on Emerging Topics in Computing, 4, pp. 278 - 289,
    Journal articles | 2016
    Weber I; Nepal S; Zhu L, 2016, 'Developing Dependable and Secure Cloud Applications', IEEE Internet Computing, 20, pp. 74 - 79,
    Journal articles | 2016
    Wu D; Zhu L; Xu X; Sakr S; Lu Q; Sun D, 2016, 'A Pipeline Framework for Heterogeneous Execution Environment of Big Data Processing', IEEE Software, pp. 1 - 1,
    Journal articles | 2016
    Wu D; Zhu L; Xu X; Sakr S; Sun D; Lu Q, 2016, 'Building pipelines for heterogeneous execution environments for big data processing', IEEE Software, 33, pp. 60 - 67,
    Journal articles | 2016
    Zhu L; Bass L; Champlin-Scharff G, 2016, 'DevOps and Its Practices', IEEE Software, 33, pp. 32 - 34,
    Journal articles | 2015
    Chen J; Xu X; Osterweil LJ; Zhu L; Brun Y; Bass L; Xiao J; Li M; Wang Q, 2015, 'Using simulation to evaluate error detection strategies: A case study of cloud-based deployment processes', Journal of Systems and Software, 110, pp. 205 - 221,
    Journal articles | 2015
    Lu Q; Li Z; Kihl M; Zhu L; Zhang W, 2015, 'CF4BDA: A Conceptual Framework for Big Data Analytics Applications in the Cloud', IEEE Access, 3, pp. 1944 - 1952,
    Journal articles | 2015
    Lu Q; Xu X; Bass L; Zhu L; Zhang W, 2015, 'A tail-tolerant cloud API wrapper', IEEE Software, 32, pp. 76 - 82,
    Journal articles | 2015
    Lu Q; Xu X; Bass L; Zhu L; Zhang W, 2015, 'A tail-tolerant cloud API wrapper', IEEE Software, PP,
    Journal articles | 2015
    Lu Q; Zhu L; Xu X; Tosic V; Chauhan D; Zhang W; Sun D, 2015, 'A unified business-driven cloud management framework', IEEE Transactions on Services Computing, PP,
    Journal articles | 2015
    Zhu L; Xu D; Tran AB; Xu X; Bass L; Weber I; Dwarakanathan S, 2015, 'Achieving reliable high-frequency releases in cloud environments', IEEE Software, 32, pp. 73 - 80,
    Journal articles | 2014
    Xu X; Ye X; Zhu L; Lu Q, 2014, 'Role network model-based support for RESTful business processes', Data and Knowledge Engineering, 94, pp. 38 - 64,
    Journal articles | 2014
    Zhang H; Li J; Zhu L; Jeffery R; Liu Y; Wang Q; Li M, 2014, 'Investigating dependencies in software requirements for change propagation analysis', Information and Software Technology, 56, pp. 40 - 53,
    Journal articles | 2013
    Bass L; Jeffery R; Wada H; Weber I; Zhu L, 2013, 'Eliciting operations requirements for applications', 2013 1st International Workshop on Release Engineering, RELENG 2013 - Proceedings, pp. 5 - 8,
    Journal articles | 2013
    Chiam YK; Staples M; Ye X; Zhu L, 2013, 'Applying a selection method to choose Quality Attribute Techniques', Information and Software Technology, 55, pp. 1419 - 1436,
    Journal articles | 2013
    Fu M; Zhu L; Liu A; Xu X; Bass L, 2013, 'Process-oriented recovery for operations on cloud applications', Proceedings of the 4th Annual Symposium on Cloud Computing, SoCC 2013,
    Journal articles | 2013
    Li JZ; Lu Q; Zhu L; Bass L; Xu X; Sakr S; Bannerman PL; Liu A, 2013, 'Improving availability of cloud-based applications through deployment choices', IEEE International Conference on Cloud Computing, CLOUD, pp. 43 - 50,
    Journal articles | 2013
    Lu Q; Xu X; Zhu L; Bass L; Li Z; Sakr S; Bannerman PL; Liu A, 2013, 'Incorporating uncertainty into in-cloud application deployment decisions for availability', IEEE International Conference on Cloud Computing, CLOUD, pp. 454 - 461,
    Journal articles | 2013
    Lu Q; Zhu L; Bass L; Xu X; Li Z; Wada H, 2013, 'Cloud API issues: An empirical study and impact', QoSA 2013 - Proceedings of the 9th International ACM Sigsoft Conference on the Quality of Software Architectures, pp. 23 - 32,
    Journal articles | 2013
    Phoomvuthisarn S; Liu Y; Zhu L; Jeffery R, 2013, 'Integrating a market-based model in trust-based service systems', Tsinghua Science and Technology, 18, pp. 554 - 567,
    Journal articles | 2013
    Xu X; Weber I; Bass L; Zhu L; Wada H; Teng F, 2013, 'Detecting cloud provisioning errors using an annotated process model', Proceedings of the 8th Workshop on Middleware for Next Generation Internet Computing, MW4NG 2013 - Co-located with the 14th ACM/IFIP/USENIX International Middleware Conference, Middleware 2013,
    Journal articles | 2013
    Xu X; Weber I; Zhu L; Liu Y; Rimba P; Lu Q, 2013, 'BPMashup: Dynamic execution of RESTful processes', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7759 LNCS, pp. 447 - 450,
    Journal articles | 2013
    Xu X; Zhu L; Li J; Bass L; Lu Q; Fu M, 2013, 'Modeling and analysing operation processes for dependability', Proceedings of the International Conference on Dependable Systems and Networks,
    Journal articles | 2012
    Zhang H; Zhu L; Kuz I, 2012, 'Welcome message of the chairs', 2012 2nd International Workshop on Software Engineering for Embedded Systems, SEES 2012 - Proceedings, pp. 3 - 4,
    Journal articles | 2011
    Kannengiesser U; Zhu L, 2011, 'Towards concise architectures for flexible business processes', , pp. 96 - 116
    Journal articles | 2011
    Liu Y; Liang X; Xu L; Staples M; Zhu L, 2011, 'Composing enterprise mashup components and services using architecture integration patterns', Journal of Systems and Software, 84, pp. 1436 - 1446,
    Journal articles | 2010
    Chiam YK; Zhu L; Staples M, 2010, 'Systematic selection of quality attribute techniques', ACM International Conference Proceeding Series, pp. 59 - 62,
    Journal articles | 2009
    Kannengiesser U; Zhu L, 2009, 'An ontologically-based evaluation of software design methods', Knowledge Engineering Review, 24, pp. 41 - 58,
    Journal articles | 2008
    Kitchenham BA; Al-Kilidar H; Ali Babar M; Berry MJ; Cox KA; Keung W; Kurniawati F; Staples M; Zhu L; Zhang H, 2008, 'Evaluating guidelines for reporting empirical software engineering studies', Empirical Software Engineering: An International Journal, 13, pp. 97 - 121,
    Journal articles | 2008
    Liu Y; Truong S; Chen S; Zhu L, 2008, 'Composing adaptive Web services on COTS middleware', Proceedings of the IEEE International Conference on Web Services, ICWS 2008, pp. 377 - 384,
    Journal articles | 2007
    Zhu L; Bui N; Liu Y; Gorton I, 2007, 'MDABench: Customized benchmark generation using MDA', Journal of Systems and Software, 80, pp. 265 - 282,
    Journal articles | 2007
    Zhu L; Gorton I, 2007, 'UML profiles for design decisions and non-functional requirements', Proceedings - ICSE 2007 Workshops:Second Workshop on SHAring and Reusing architectural Knowledge Architecture, Rationale, and Design Intent, SHARK-ADI'07, pp. 8 - 14,
    Journal articles | 2007
    Zhu L; Lang J; Hai N; Wong WF, 2007, 'Comparing vaginal tape and transobturator tape for the treatment of mild and moderate stress incontinence', International Journal of Gynecology and Obstetrics, 99, pp. 14 - 17
    Journal articles | 2007
    Zhu L; Liu Y; Bui NB; Gorton I, 2007, 'Revel8or: Model driven capacity planning tool suite', Proceedings - International Conference on Software Engineering, pp. 797 - 800,
    Journal articles | 2007
    Zhu L; Liu Y; Gorton I; Kuz I, 2007, 'Tools for model driven development', Proceedings of the Annual Hawaii International Conference on System Sciences, pp. 284,
    Journal articles | 2007
    Zhu L; Osterweil L; Staples M; Simidchieva B, 2007, 'Desiderata for languages to be used in the definition of reference business processes', International journal of software and informatics, 1, pp. 37 - 66
    Journal articles | 2006
    Babar MA; Kitchenham B; Zhu L; Gorton I; Jeffery R, 2006, 'An empirical study of groupware support for distributed software architecture evaluation process', Journal of Systems and Software, 79, pp. 912 - 925,
    Journal articles | 2006
    Kitchenham B; Al-Khilidar H; Babar MA; Berry M; Cox K; Keung J; Kurniawati F; Staples M; He Z; Liming Z, 2006, 'Evaluating guidelines for empirical software engineering studies', ISESE'06 - Proceedings of the 5th ACM-IEEE International Symposium on Empirical Software Engineering, 2006, pp. 38 - 47,
    Journal articles | 2006
    Ye X; Yang X; Zhu L; Wang N; Qiu J, 2006, 'Research of government horizon business integration management system based on HRNM and agent', Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006 Workshops Proceedings), pp. 558 - 561,
    Journal articles | 2005
    Zhu L; Aurum A; Jeffery DR; Gorton I, 2005, 'Tradeoff and Sensitivity Analysis in Software Architecture Evaluation Using Analytic Hierarchy Process', Software Quality Journal, 13, pp. 357 - 375,
  • Conference Papers | 2024
    Dong L; Lu Q; Zhu L, 2024, 'A Pilot Study in Surveying Data Challenges of Automatic Software Engineering Tasks', in SEA4DQ 2024 - Proceedings of the 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, Co-located with: ESEC/FSE 2024, pp. 6 - 11,
    Conference Papers | 2024
    Hu Z; Wang C; Shu Y; Paik HY; Zhu L, 2024, 'Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1119 - 1130,
    Conference Papers | 2024
    Lu Q; Zhu L; Xu X; Liu Y; Xing Z; Whittle J, 2024, 'A Taxonomy of foundation model based systems through the lens of software architecture', in Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024, pp. 1 - 6,
    Conference Papers | 2024
    Lu Q; Zhu L; Xu X; Xing Z; Harrer S; Whittle J, 2024, 'Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model Based Agents', in Proceedings - IEEE 21st International Conference on Software Architecture Companion, ICSA-C 2024, pp. 119 - 126,
    Conference Papers | 2024
    Shanmugarasa Y; Chamikara MAP; Paik HY; Kanhere SS; Zhu L, 2024, 'Local Differential Privacy for Smart Meter Data Sharing with Energy Disaggregation', in Proceedings - 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2024, pp. 1 - 10,
    Conference Papers | 2024
    Sun J; Chen J; Xing Z; Lu Q; Xu X; Zhu L, 2024, 'Where is it? Tracing the Vulnerability-Relevant Files from Vulnerability Reports', in Proceedings - International Conference on Software Engineering, pp. 2469 - 2481,
    Conference Papers | 2024
    Xia B; Lu Q; Zhu L; Lee SU; Liu Y; Xing Z, 2024, 'Towards a responsible ai metrics catalogue: A collection of metrics for ai accountability', in Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024, pp. 100 - 111,
    Conference Papers | 2024
    Xia B; Lu Q; Zhu L; Xing Z, 2024, 'An AI System Evaluation Framework for Advancing AI Safety: Terminology, Taxonomy, Lifecycle Mapping', in AIware 2024 - Proceedings of the 1st ACM International Conference on AI-Powered Software, Co-located with: ESEC/FSE 2024, pp. 74 - 78,
    Preprints | 2024
    Xia B; Lu Q; Zhu L; Xing Z, 2024, An AI System Evaluation Framework for Advancing AI Safety: Terminology, Taxonomy, Lifecycle Mapping,
    Conference Papers | 2024
    Xia B; Zhang D; Liu Y; Lu Q; Xing Z; Zhu L, 2024, 'Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future', in Proceedings - 2024 IEEE/ACM 4th International Workshop on Engineering and Cybersecurity of Critical Systems and 2024 IEEE/ACM 2nd International Workshop on Software Vulnerability, EnCyCriS/SVM 2024, pp. 12 - 19,
    Conference Papers | 2024
    Yang S; Wang C; Xu X; Zhu L; Yao L, 2024, 'Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial Styles', in Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, ACM, pp. 2900 - 2909, presented at CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management,
    Conference Papers | 2024
    Zhang D; Xia B; Liu Y; Xu X; Hoang T; Xing Z; Staples M; Lu Q; Zhu L, 2024, 'Privacy and copyright protection in generative ai: A lifecycle perspective', in Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024, pp. 92 - 97,
    Conference Papers | 2024
    Zhang Z; Xing Z; Zhao D; Lu Q; Xu X; Zhu L, 2024, 'Hard to Read and Understand Pythonic Idioms? Deldiom and Explain Them in Non-Idiomatic Equivalent Code', in Proceedings - International Conference on Software Engineering, pp. 2808 - 2819,
    Preprints | 2024
    Zhou J; Lu Q; Chen J; Zhu L; Xu X; Xing Z; Harrer S, 2024, A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model,
    Conference Papers | 2023
    Chia SY; Xu X; Ding M; Smith D; Paik HY; Zhu L, 2023, 'A Selection Model of Privacy Patterns', in Proceedings - IEEE 20th International Conference on Software Architecture, ICSA 2023, pp. 1 - 11,
    Conference Papers | 2023
    Liu Y; Lu Q; Paik HY; Yu G; Zhu L, 2023, 'Decision Models for Selecting Patterns in Governance-driven Blockchain Systems', in Proceedings - 2023 IEEE International Conference on Blockchain, Blockchain 2023, pp. 307 - 314,
    Conference Papers | 2023
    Liu Y; Lu Q; Yu G; Paik HY; Zhu L, 2023, 'A Pattern-Oriented Reference Architecture for Governance-Driven Blockchain Systems', in Proceedings - IEEE 20th International Conference on Software Architecture, ICSA 2023, pp. 23 - 34,
    Preprints | 2023
    Lu Q; Zhu L; Xu X; Xing Z; Harrer S; Whittle J, 2023, Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents,
    Preprints | 2023
    Shanmugarasa Y; Chamikara MAP; Paik H-Y; Kanhere SS; Zhu L, 2023, Local Differential Privacy for Smart Meter Data Sharing,
    Conference Papers | 2023
    Su Y; Han Z; Xing Z; Xu X; Zhu L; Lu Q, 2023, 'SoapOperaTG: A Tool for System Knowledge Graph Based Soap Opera Test Generation', in Proceedings - International Conference on Software Engineering, pp. 51 - 54,
    Conference Papers | 2023
    Sun J; Xing Z; Lu Q; Xu X; Zhu L; Hoang T; Zhao D, 2023, 'Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation', in Proceedings - International Conference on Software Engineering, pp. 970 - 982,
    Conference Papers | 2023
    Sun J; Xing Z; Lu Q; Xu X; Zhu L, 2023, 'A Multi-faceted Vulnerability Searching Website Powered by Aspect-level Vulnerability Knowledge Graph', in Proceedings - International Conference on Software Engineering, pp. 60 - 63,
    Conference Papers | 2023
    Xia B; Bi T; Xing Z; Lu Q; Zhu L, 2023, 'An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead', in Proceedings - International Conference on Software Engineering, pp. 2630 - 2642,
    Preprints | 2023
    Xia B; Bi T; Xing Z; Lu Q; Zhu L, 2023, An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead, ,
    Conference Papers | 2023
    Xia B; Lu Q; Perera H; Zhu L; Xing Z; Liu Y; Whittle J, 2023, 'Towards Concrete and Connected AI Risk Assessment (C2AIRA): A Systematic Mapping Study', in Proceedings - 2023 IEEE/ACM 2nd International Conference on AI Engineering - Software Engineering for AI, CAIN 2023, pp. 104 - 116,
    Preprints | 2023
    Xia B; Lu Q; Perera H; Zhu L; Xing Z; Liu Y; Whittle J, 2023, Towards Concrete and Connected AI Risk Assessment (C$^2$AIRA): A Systematic Mapping Study, ,
    Conference Papers | 2023
    Yang S; Yao L; Wang C; Xu X; Zhu L, 2023, 'Review-Incorporated Model-Agnostic Profile Injection Attacks on Recommender Systems', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 1481 - 1486,
    Preprints | 2023
    Zhang D; Pan S; Hoang T; Xing Z; Staples M; Xu X; Yao L; Lu Q; Zhu L, 2023, To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods,
    Preprints | 2023
    Zhang D; Xia B; Liu Y; Xu X; Hoang T; Xing Z; Staples M; Lu Q; Zhu L, 2023, Navigating Privacy and Copyright Challenges Across the Data Lifecycle of Generative AI, ,
    Conference Papers | 2023
    Zhang Z; Xing Z; Xia X; Xu X; Zhu L; Lu Q, 2023, 'Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence', in Proceedings - International Conference on Software Engineering, pp. 1495 - 1507,
    Conference Papers | 2023
    Zhang Z; Xing Z; Xu X; Zhu L, 2023, 'RIdiom: Automatically Refactoring Non-Idiomatic Python Code with Pythonic Idioms', in Proceedings - International Conference on Software Engineering, pp. 102 - 106,
    Conference Papers | 2023
    Zhao D; Xing Z; Xia X; Ye D; Xu X; Zhu L, 2023, 'SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics', in Proceedings - International Conference on Software Engineering, pp. 1946 - 1957,
    Conference Papers | 2023
    Zhou G; Huang C; Chen X; Xu X; Wang C; Zhu L; Yao L, 2023, 'Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems', in International Conference on Information and Knowledge Management, Proceedings, pp. 3564 - 3573,
    Conference Papers | 2023
    Zhou G; Yao L; Xu X; Wang C; Zhu L, 2023, 'Meta-learning forÌýEstimating Multiple Treatment Effects withÌýImbalance', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 886 - 895,
    Conference Papers | 2023
    Zhu L, 2023, 'Software Engineering as the Linchpin of Responsible AI', in Proceedings - International Conference on Software Engineering, pp. 3 - 4,
    Conference Papers | 2022
    Chen P; Lim CP; Gorod A; Zhu L, 2022, 'Towards a Taxonomy of Approaches to Modern Complex Systems', in 2022 17th Annual System of Systems Engineering Conference, SOSE 2022, pp. 410 - 415,
    Conference Papers | 2022
    Chia SY; Xu X; Paik HY; Zhu L, 2022, 'Analysis of Privacy Patterns from An Architectural Perspective', in 2022 IEEE 19th International Conference on Software Architecture Companion, ICSA-C 2022, pp. 60 - 67,
    Conference Papers | 2022
    Huang Q; Yuan Z; Xing Z; Xu X; Zhu L; Lu Q, 2022, 'Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code', in ACM International Conference Proceeding Series,
    Preprints | 2022
    Liu Y; Lu Q; Yu G; Paik H-Y; Perera H; Zhu L, 2022, A Pattern Language for Blockchain Governance, ,
    Preprints | 2022
    Liu Y; Lu Q; Yu G; Paik H-Y; Zhu L, 2022, BGRA: A Reference Architecture for Blockchain Governance, ,
    Conference Papers | 2022
    Liu Y; Lu Q; Yu G; Paik HY; Perera H; Zhu L, 2022, 'A Pattern Language for Blockchain Governance', in ACM International Conference Proceeding Series,
    Preprints | 2022
    Lo SK; Lu Q; Paik H-Y; Zhu L, 2022, Decision Models for Selecting Federated Learning Architecture Patterns, ,
    Conference Papers | 2022
    Lu Q; Zhu L; Xu X; Whittle J; Douglas D; Sanderson C, 2022, 'Software engineering for Responsible AI: An empirical study and operationalised patterns', in Proceedings - International Conference on Software Engineering, pp. 241 - 242,
    Conference Papers | 2022
    Lu Q; Zhu L; Xu X; Whittle J; Douglas D; Sanderson C, 2022, 'Software engineering for responsible AI', in Proceedings of the 44th International Conference on Software Engineering: Software Engineering in Practice, ACM, presented at ICSE '22: 44th International Conference on Software Engineering,
    Conference Papers | 2022
    Lu Q; Zhu L; Xu X; Whittle J; Xing Z, 2022, 'Towards a Roadmap on Software Engineering for Responsible AI', in Proceedings - 1st International Conference on AI Engineering - Software Engineering for AI, CAIN 2022, pp. 101 - 112,
    Preprints | 2022
    Lu Q; Zhu L; Xu X; Whittle J; Zowghi D; Jacquet A, 2022, Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering,
    Conference Papers | 2022
    Patel V; Rajasegarar S; Pan L; Liu J; Zhu L, 2022, 'EvAnGCN: Evolving Graph Deep Neural Network Based Anomaly Detection inÌýBlockchain', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 444 - 456,
    Conference Papers | 2022
    Sanderson C; Lu Q; Douglas D; Xu X; Zhu L; Whittle J, 2022, 'Towards Implementing Responsible AI', in Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022, pp. 5076 - 5081,
    Preprints | 2022
    Sanderson C; Lu Q; Douglas D; Xu X; Zhu L; Whittle J, 2022, Towards Implementing Responsible AI,
    Conference Papers | 2022
    Su Y; Han Z; Xing Z; Xia X; Xu X; Zhu L; Lu Q, 2022, 'Constructing a System Knowledge Graph of User Tasks and Failures from Bug Reports to Support Soap Opera Testing', in ACM International Conference Proceeding Series,
    Conference Papers | 2022
    Sun J; Xing Z; Xu X; Zhu L; Lu Q, 2022, 'Heterogeneous Vulnerability Report Traceability Recovery by Vulnerability Aspect Matching', in Proceedings - 2022 IEEE International Conference on Software Maintenance and Evolution, ICSME 2022, pp. 175 - 186,
    Preprints | 2022
    Xie M; Xing Z; Feng S; Chen C; Zhu L; Xu X, 2022, Psychologically-Inspired, Unsupervised Inference of Perceptual Groups of GUI Widgets from GUI Images, ,
    Conference Papers | 2022
    Xie M; Xing Z; Feng S; Xu X; Zhu L; Chen C, 2022, 'Psychologically-inspired, unsupervised inference of perceptual groups of GUI widgets from GUI images', in ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 332 - 343,
    Conference Papers | 2022
    Xu X; Wang C; Wang ZJ; Lu Q; Zhu L, 2022, 'Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems', in Proceedings - International Conference on Software Engineering, pp. 145 - 146,
    Conference Papers | 2022
    Xu X; Wang C; Wang ZJ; Lu Q; Zhu L, 2022, 'Dependency tracking for risk mitigation in machine learning (ML) systems', in Proceedings of the 44th International Conference on Software Engineering: Software Engineering in Practice, ACM, pp. 145 - 146, presented at ICSE '22: 44th International Conference on Software Engineering,
    Conference Papers | 2022
    Zhang Z; Xing Z; Xia X; Xu X; Zhu L, 2022, 'Making Python code idiomatic by automatic refactoring non-idiomatic Python code with pythonic idioms', in ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 696 - 708,
    Conference Papers | 2022
    Zhou G; Yao L; Xu X; Wang C; Zhu L, 2022, 'Cycle-Balanced Representation Learning For Counterfactual Inference', in Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, pp. 442 - 450
    Conference Papers | 2021
    Ao S; Zhou T; Long G; Lu Q; Zhu L; Jiang J, 2021, 'CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum', in Advances in Neural Information Processing Systems, pp. 10444 - 10456
    Conference Papers | 2021
    Bednarz T; Mathews A; Filonik D; Hughes RT; Chen D; Zhu L, 2021, 'Visual analytics for large networks: Theory, art and practice', in ACM SIGGRAPH 2021 Courses, SIGGRAPH 2021,
    Preprints | 2021
    Chen J; Chen C; Xing Z; Xia X; Zhu L; Grundy J; Wang J, 2021, Wireframe-Based UI Design Search Through Image Autoencoder, ,
    Conference Papers | 2021
    Chen X; Yao L; Sun A; Wang X; Xu X; Zhu L, 2021, 'Generative Inverse Deep Reinforcement Learning for Online Recommendation', in International Conference on Information and Knowledge Management, Proceedings, pp. 201 - 210,
    Conference Papers | 2021
    Chia SY; Xu X; Paik HY; Zhu L, 2021, 'Analysing and extending privacy patterns with architectural context', in Proceedings of the ACM Symposium on Applied Computing, pp. 1390 - 1398,
    Conference Papers | 2021
    Dong M; Yao L; Wang X; Xu X; Zhu L, 2021, 'MetaGB: A Gradient Boosting Framework for Efficient Task Adaptive Meta Learning', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 101 - 110,
    Preprints | 2021
    Liu Y; Lu Q; Zhu L; Paik H-Y; Staples M, 2021, A Systematic Literature Review on Blockchain Governance, ,
    Preprints | 2021
    Lo SK; Liu Y; Lu Q; Wang C; Xu X; Paik H-Y; Zhu L, 2021, Blockchain-based Trustworthy Federated Learning Architecture, ,
    Preprints | 2021
    Lo SK; Lu Q; Paik H-Y; Zhu L, 2021, FLRA: A Reference Architecture for Federated Learning Systems, ,
    Conference Papers | 2021
    Lo SK; Lu Q; Paik HY; Zhu L, 2021, 'FLRA: A Reference Architecture forÌýFederated Learning Systems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 83 - 98,
    Preprints | 2021
    Lo SK; Lu Q; Zhu L; Paik H-Y; Xu X; Wang C, 2021, Architectural Patterns for the Design of Federated Learning Systems,
    Conference Papers | 2021
    Lu Q; Xu X; Bandara HMND; Chen S; Zhu L, 2021, 'Patterns for Blockchain-Based Payment Applications', in ACM International Conference Proceeding Series,
    Preprints | 2021
    Lu Q; Xu X; Bandara HMND; Chen S; Zhu L, 2021, Patterns for Blockchain-Based Payment Applications, ,
    Preprints | 2021
    Lu Q; Zhu L; Xu X; Whittle J; Douglas D; Sanderson C, 2021, Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns, ,
    Conference Papers | 2021
    Qi M; Wang Z; Wu F; Hanson R; Chen S; Xiang Y; Zhu L, 2021, 'A Blockchain-Enabled Federated Learning Model for Privacy Preservation: System Design', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 473 - 489,
    Conference Papers | 2021
    Ren X; Ye X; Xing Z; Xia X; Xu X; Zhu L; Sun J, 2021, 'KGAMD: An API-misuse detector driven by fine-grained API-constraint knowledge graph', in ESEC/FSE 2021 - Proceedings of the 29th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 1515 - 1519,
    Conference Papers | 2021
    Shanmugarasa Y; Paik HY; Kanhere SS; Zhu L, 2021, 'Towards Automated Data Sharing in Personal Data Stores', in 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021, pp. 328 - 331,
    Conference Papers | 2021
    Su Y; Xing Z; Peng X; Xia X; Wang C; Xu X; Zhu L, 2021, 'Reducing Bug Triaging Confusion by Learning from Mistakes with a Bug Tossing Knowledge Graph', in Proceedings - 2021 36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021, pp. 191 - 202,
    Conference Papers | 2021
    Sun J; Xing Z; Peng X; Xu X; Zhu L, 2021, 'Task-Oriented API Usage Examples Prompting Powered by Programming Task Knowledge Graph', in Proceedings - 2021 IEEE International Conference on Software Maintenance and Evolution, ICSME 2021, pp. 448 - 459,
    Conference Papers | 2021
    Xu X; Dilum Bandara HMN; Lu Q; Weber I; Bass L; Zhu L, 2021, 'A Decision Model for Choosing Patterns in Blockchain-Based Applications', in Proceedings - IEEE 18th International Conference on Software Architecture, ICSA 2021, pp. 47 - 57,
    Conference Papers | 2021
    Zhang D; Xu X; Zhu L; Paik HY, 2021, 'A process adaptation framework for blockchain-based supply chain management', in IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2021
    Preprints | 2021
    Zhu L; Xu X; Lu Q; Governatori G; Whittle J, 2021, AI and Ethics -- Operationalising Responsible AI, ,
    Conference Papers | 2020
    Chen J; Chen C; Xing Z; Xu X; Zhu L; Li G; Wang J, 2020, 'Unblind your apps: Predicting natural-language labels for mobile gui components by deep learning', in Proceedings - International Conference on Software Engineering, pp. 322 - 334,
    Preprints | 2020
    Chen J; Chen C; Xing Z; Xu X; Zhu L; Li G; Wang J, 2020, Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning,
    Conference Papers | 2020
    Chen J; Xie M; Xing Z; Chen C; Xu X; Zhu L; Li G, 2020, 'Object detection for graphical user interface: Old fashioned or deep learning or a combination?', in ESEC/FSE 2020 - Proceedings of the 28th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 1202 - 1214,
    Preprints | 2020
    Chen J; Xie M; Xing Z; Chen C; Xu X; Zhu L; Li G, 2020, Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?,
    Conference Papers | 2020
    Dong M; Yuan F; Yao L; Xu X; Zhu L, 2020, 'MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 688 - 697,
    Conference Papers | 2020
    Hu R; Pan S; Long G; Lu Q; Zhu L; Jiang J, 2020, 'Going deep: Graph convolutional ladder-shape networks', in AAAI 2020 - 34th AAAI Conference on Artificial Intelligence, pp. 2838 - 2845
    Conference Papers | 2020
    Hughes R; Edmond C; Wells L; Glencross M; Zhu L; Bednarz T, 2020, 'EXplainable AI (XAI): An introduction to the XAI landscape with practical examples', in SIGGRAPH Asia 2020 Courses, SA 2020, Association for Computing Machinery (ACM), pp. 1 - 62, presented at SIGGRAPH Asia 2020 Courses,
    Preprints | 2020
    Liu Y; Lu Q; Paik H-Y; Xu X; Chen S; Zhu L, 2020, Design-Pattern-as-a-Service for Blockchain-based Self-Sovereign Identity, ,
    Preprints | 2020
    Lo SK; Lu Q; Wang C; Paik H-Y; Zhu L, 2020, A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective,
    Preprints | 2020
    Lu Q; Tran AB; Weber I; O'Connor H; Rimba P; Xu X; Staples M; Zhu L; Jeffery R, 2020, Integrated Model-Driven Engineering of Blockchain Applications for Business Processes and Asset Management, ,
    Conference Papers | 2020
    Ren X; Ye X; Xing Z; Xia X; Xu X; Zhu L; Sun J, 2020, 'API-Misuse Detection Driven by Fine-Grained API-Constraint Knowledge Graph', in Proceedings - 2020 35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, pp. 461 - 472,
    Conference Papers | 2020
    Xu X; Bandara HMND; Lu Q; Zhang D; Zhu L, 2020, 'Understanding and Handling Blockchain Uncertainties', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 108 - 124,
    Preprints | 2020
    Zhang W; Lu Q; Yu Q; Li Z; Liu Y; Lo SK; Chen S; Xu X; Zhu L, 2020, Blockchain-based Federated Learning for Device Failure Detection in Industrial IoT, ,
    Conference Papers | 2020
    Zhao D; Xing Z; Chen C; Xu X; Zhu L; Li G; Wang J, 2020, 'Seenomaly: Vision-based linting of gui animation effects against design-don't guidelines', in Proceedings - International Conference on Software Engineering, pp. 1286 - 1297,
    Conference Papers | 2019
    Ko R; Chen L; Zhu L, 2019, 'Message from IEEE TrustCom 2019 General Chairs', in Proceedings - 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering, TrustCom/BigDataSE 2019, pp. xix,
    Conference Papers | 2019
    Lee SU; Zhu L; Jeffery R, 2019, 'Data governance decisions for platform ecosystems', in Proceedings of the Annual Hawaii International Conference on System Sciences, pp. 6377 - 6386
    Preprints | 2019
    Lu Q; Xu X; Liu Y; Weber I; Zhu L; Zhang W, 2019, uBaaS: A Unified Blockchain as a Service Platform, ,
    Conference Papers | 2019
    Verma S; Wang C; Zhu L; Liu W, 2019, 'A compliance checking framework for DNN models', in IJCAI International Joint Conference on Artificial Intelligence, pp. 6470 - 6471,
    Conference Papers | 2019
    Verma S; Wang C; Zhu L; Liu W, 2019, 'DeepCU: Integrating both common and unique latent information for multimodal sentiment analysis', in IJCAI International Joint Conference on Artificial Intelligence, Macao, China, pp. 3627 - 3634, presented at 28th International Joint Conference on Artificial Intelligence IJCAI-19, Macao, China, 10 August 2019
    Conference Papers | 2019
    Verma S; Wang C; Zhu L; Liu W, 2019, 'Towards Effective Data Augmentations via Unbiased GAN Utilization', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 555 - 567,
    Conference Papers | 2019
    Wu H; Wang C; Tyshetskiy Y; Docherty A; Lu K; Zhu L, 2019, 'Adversarial examples for graph data: Deep insights into attack and defense', in IJCAI International Joint Conference on Artificial Intelligence, pp. 4816 - 4823,
    Preprints | 2019
    Wu H; Wang C; Tyshetskiy Y; Docherty A; Lu K; Zhu L, 2019, Adversarial Examples on Graph Data: Deep Insights into Attack and Defense, ,
    Conference Papers | 2019
    Zhang Y; Xu X; Satyal S; Chen S; Zhu L, 2019, 'A RESTful architecture for data exploration as a service', in Proceedings of the ACM Symposium on Applied Computing, pp. 1692 - 1700,
    Conference Papers | 2018
    Lee SU; Zhu L; Jeffery R, 2018, 'A contingency-based approach to data governance design for platform ecosystems', in Proceedings of the 22nd Pacific Asia Conference on Information Systems - Opportunities and Challenges for the Digitized Society: Are We Ready?, PACIS 2018
    Conference Papers | 2018
    Lee SU; Zhu L; Jeffery R, 2018, 'A data governance framework for platform ecosystem process management', in Lecture Notes in Business Information Processing, pp. 211 - 227,
    Conference Papers | 2018
    Lee SU; Zhu L; Jeffery R, 2018, 'Designing data governance in platform ecosystems', in Proceedings of the Annual Hawaii International Conference on System Sciences, pp. 5014 - 5023
    Conference Papers | 2018
    Liu Y; Lu Q; Xu X; Zhu L; Yao H, 2018, 'Applying design patterns in smart contracts: A case study on a blockchain-based traceability application', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 92 - 106,
    Conference Papers | 2018
    Ozkaya I; Zhu L, 2018, 'New and Emerging Ideas Track 2018', in Proceedings - 2018 IEEE 15th International Conference on Software Architecture Companion, ICSA-C 2018, pp. 47,
    Preprints | 2018
    Shahin M; Zahedi M; Babar MA; Zhu L, 2018, An Empirical Study of Architecting for Continuous Delivery and Deployment, ,
    Conference Papers | 2018
    Verma S; Liu W; Wang C; Zhu L, 2018, 'Hybrid networks: Improving deep learning networks via integrating two views of images', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 46 - 58,
    Conference Papers | 2018
    Wang B; Chen S; Yao L; Liu B; Xu X; Zhu L, 2018, 'A simulation approach for studying behavior and quality of blockchain networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Seattle, WA, USA, pp. 18 - 31, presented at International Conference on Blockchain, ICBC 2018, Seattle, WA, USA, 25 June 2018 - 30 June 2018,
    Conference Papers | 2018
    Wu D; Sakr S; Zhu L; Lee S; Wu H, 2018, 'HDM-MC in-Action: A framework for big data analytics across multiple clusters', in Proceedings - International Conference on Distributed Computing Systems, pp. 1547 - 1550,
    Conference Papers | 2018
    Wu H; Wang C; Lu K; Fu Y; Zhu L, 2018, 'One size does not fit all: The case for chunking configuration in backup deduplication', in Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018, pp. 213 - 222,
    Conference Papers | 2018
    Wu H; Wang C; Yin J; Lu K; Zhu L, 2018, 'Sharing deep neural network models with interpretation', in The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018, pp. 177 - 186,
    Conference Papers | 2018
    Xu X; Pautasso C; Zhu L; Lu Q; Weber I, 2018, 'A pattern collection for blockchain-based applications', in ACM International Conference Proceeding Series,
    Conference Papers | 2018
    Zhang Y; Zhu L; Xu X; Chen S; Tran AB, 2018, 'Data service API design for data analytics', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 87 - 102,
    Conference Papers | 2017
    Ekparinya P; Gramoli V; Jourjon G; Zhu L, 2017, 'Stratosphere: Dynamic IP Overlay above the Clouds', in Proceedings - Conference on Local Computer Networks, LCN, Singapore, Singapore, pp. 583 - 586, presented at 2017 IEEE 42nd Conference on Local Computer Networks (LCN), Singapore, Singapore, 09 October 2017 - 12 October 2017,
    Conference Papers | 2017
    Fu M; Chen S; Yang J; Nepal S; Zhu L, 2017, 'ARA-Assessor: Application-aware runtime risk assessment for cloud-based business continuity', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Malaga, Spain, pp. 511 - 527, presented at 15th International Conference, ICSOC 2017, Malaga, Spain, 13 November 2017 - 16 November 2017,
    Conference Papers | 2017
    Lee SU; Zhu L; Jeffery R, 2017, 'Data governance for platform ecosystems: Critical factors and the state of practice', in Proceedings ot the 21st Pacific Asia Conference on Information Systems: ''Societal Transformation Through IS/IT'', PACIS 2017
    Conference Papers | 2017
    Liu B; Yu XL; Chen S; Xu X; Zhu L, 2017, 'Blockchain Based Data Integrity Service Framework for IoT Data', in Proceedings - 2017 IEEE 24th International Conference on Web Services, ICWS 2017, Honolulu, HI, USA, pp. 468 - 475, presented at 2017 IEEE International Conference on Web Services (ICWS), Honolulu, HI, USA, 25 June 2017 - 30 June 2017,
    Conference Papers | 2017
    Rabhi F; Geumpana T; Zhu L, 2017, 'Accommodating Information Priority Model in Cloudlet Environment', in Lecture Notes in Business Information Processing, Springer Nature, Sydney, NSW, pp. 21 - 34, presented at Australian Symposium on Service Research and Innovation, Sydney, NSW, 19 October 2017 - 20 October 2017,
    Conference Papers | 2017
    Shahin M; Babar MA; Zahedi M; Zhu L, 2017, 'Beyond Continuous Delivery: An Empirical Investigation of Continuous Deployment Challenges', in International Symposium on Empirical Software Engineering and Measurement, Toronto, ON, Canada, pp. 111 - 120, presented at 2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM), Toronto, ON, Canada, 09 November 2017 - 10 November 2017,
    Preprints | 2017
    Shahin M; Babar MA; Zhu L, 2017, Continuous Integration, Delivery and Deployment: A Systematic Review on Approaches, Tools, Challenges and Practices, ,
    Conference Papers | 2017
    Shahin M; Zahedi M; Ali Babar M; Zhu L, 2017, 'Adopting continuous delivery and deployment: Impacts on team structures, collaboration and responsibilities', in ACM International Conference Proceeding Series, Karlskrona, Sweden, pp. 384 - 393, presented at EASE'17 Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering, Karlskrona, Sweden, 15 June 2017 - 16 June 2017,
    Conference Papers | 2017
    Verma S; Liu W; Wang C; Zhu L, 2017, 'Extracting highly effective features for supervised learning via simultaneous tensor factorization', in PROCEEDINGS OF THE THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-NINTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE, The AAAI Press, Palo Alto, California., San Francisco, California USA, pp. 4995 - 4996, presented at THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, San Francisco, California USA, 04 February 2017 - 09 February 2017,
    Conference Papers | 2017
    Wu D; Sakr ; zhu LIMING; Wu HUIJUN, 2017, 'Towards Big Data Analytics across Multiple Clusters', Madrid, Spain, presented at 17TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID, Madrid, Spain, 14 May 2017 - 17 May 2017
    Conference Papers | 2017
    Wu D; sakr ; Zhu LIMING, 2017, 'HDM: Optimized Big Data Processing with Data Provenance', in Proceedings of the 20th International Conference on Extending Database Technology, Venice, Italy, presented at The 20th International Conference on Extending Database Technology, Venice, Italy, 21 March 2017 - 24 March 2017
    Conference Papers | 2017
    Wu H; Wang C; Fu Y; Sakr S; Zhu L; Lux K, 2017, 'HPDedup: A Hybrid prioritized data deduplication mechanism for primary storage in the cloud', in 33rd International Conference on Massive Storage Systems and Technology, MSST 2017
    Conference Papers | 2017
    Wu H; Wang C; Fu Y; Sakr S; Zhu L; Lux K, 2017, 'HPDedup: A Hybrid prioritized data deduplication mechanism for primary storage in the cloud', in 33rd International Conference on Massive Storage Systems and Technology, MSST 2017
    Conference Papers | 2017
    Xu X; Weber I; Staples M; Zhu L; Bosch J; Bass L; Pautasso C; Rimba P, 2017, 'A Taxonomy of Blockchain-Based Systems for Architecture Design', in Proceedings - 2017 IEEE International Conference on Software Architecture, ICSA 2017, pp. 243 - 252,
    Conference Papers | 2017
    Zhang S; Yao L; Xu X; Wang S; Zhu L, 2017, 'Hybrid collaborative recommendation via Semi-AutoEncoder', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Guangzhou, China, pp. 185 - 193, presented at 24th International Conference, ICONIP 2017, Guangzhou, China, 14 November 2017 - 18 November 2017,
    Conference Papers | 2016
    Avazpour I; Grundy J; Zhu L, 2016, 'V for variety: Lessons learned from complex smart cities data harmonization and integration', in 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016, Sydney, NSW, Australia, presented at 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops), Sydney, NSW, Australia, 14 March 2016 - 18 March 2016,
    Conference Papers | 2016
    Fu M; Liming Zhu ; Ingo Weber ; Len Bass ; Anna Liu ; Xiwei Xu , 2016, 'Process-Oriented Non-Intrusive Recovery for Sporadic Operations on Cloud', in Proceedings - 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2016, Toulouse, France, presented at DSN 2016, Toulouse, France, 28 June 2016 - 01 July 2016,
    Conference Papers | 2016
    Lu Q; Zhu L; Zhang H; Wu D; Li Z; Xu X, 2016, 'MapReduce Job Optimization: A Mapping Study', in Proceedings - 2015 International Conference on Cloud Computing and Big Data, CCBD 2015, pp. 81 - 88,
    Conference Papers | 2016
    Shahin M; Babar MA; Zhu L, 2016, 'The Intersection of Continuous Deployment and Architecting Process: Practitioners' Perspectives', in International Symposium on Empirical Software Engineering and Measurement, Ciudad Real, Spain, presented at ESEM '16 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, Ciudad Real, Spain, 08 September 2016 - 09 September 2016,
    Conference Papers | 2016
    Staples M; Zhu L; Grundy J, 2016, 'Continuous validation for data analytics systems', in Visser W; Williams L (ed.), Proceedings of the 38th International Conference on Software Engineering Companion, ACM, Austin, Texas, USA, pp. 769 - 772, presented at International Conference on Software Engineering, Austin, Texas, USA, 14 May 2016 - 22 May 2016,
    Conference Papers | 2016
    Wu H; Zhu L; Lu K; Li G; Wu D, 2016, 'StageFS: A parallel file system optimizing metadata performance for SSD based clusters', in Proceedings - 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 10th IEEE International Conference on Big Data Science and Engineering and 14th IEEE International Symposium on Parallel and Distributed Processing with Applications, IEEE TrustCom/BigDataSE/ISPA 2016, Tianjin, China, pp. 2147 - 2152, presented at 2016 IEEE Trustcom/BigDataSE/I​SPA, Tianjin, China, 23 August 2016 - 26 August 2016,
    Conference Papers | 2016
    Xu X; Pautasso C; Zhu L; Gramoli V; Ponomarev A; Tran AB; Chen S, 2016, 'The blockchain as a software connector', in Proceedings - 2016 13th Working IEEE/IFIP Conference on Software Architecture, WICSA 2016, IEEE, Venice, ITALY, pp. 182 - 191, presented at 13th Working IEEE/IFIP Conference on Software Architecture (WICSA), Venice, ITALY, 05 April 2016 - 08 April 2016,
    Conference Papers | 2016
    Xu X; Zhu L; Sun D; Tran AB; Weber I; Fu M; Bass L, 2016, 'Error Diagnosis of Cloud Application Operation Using Bayesian Networks and Online Optimisation', in Proceedings - 2015 11th European Dependable Computing Conference, EDCC 2015, pp. 37 - 48,
    Conference Papers | 2015
    Bass L; Holz R; Rimba P; Tran AB; Zhu L, 2015, 'Securing a Deployment Pipeline', in RELENG '15: Proceedings of the Third International Workshop on Release Engineering, IEEE Press, Florence, Italy, pp. 4 - 7, presented at International Workshop on Release Engineering, Florence, Italy, 18 May 2015 - 24 May 2015,
    Conference Papers | 2015
    Dwarakanathan S; Bass L; Zhu L, 2015, 'Cloud Application HA Using SDN to Ensure QoS', in Proceedings - 2015 IEEE 8th International Conference on Cloud Computing, CLOUD 2015, pp. 1003 - 1007,
    Conference Papers | 2015
    Fu M; Zhu L; Sun D; Liu A; Bass L; Lu Q, 2015, 'Runtime recovery actions selection for sporadic operations on cloud', in Proceedings - 2015 24th Australasian Software Engineering Conference, ASWEC 2015, pp. 185 - 194,
    Conference Papers | 2015
    Geumpana TA; Rabhi F; Lewis J; Ray PK; Zhu L, 2015, 'Mobile cloud computing for disaster emergency operation: A systematic review', in International Symposium on Technology and Society, Proceedings, Malahide, Ireland, presented at 2015 IEEE International Symposium on Technology and Society (ISTAS), Malahide, Ireland, 11 November 2015 - 12 November 2015,
    Conference Papers | 2015
    Hoenisch P; Weber I; Schulte S; Zhu L; Fekete A, 2015, 'Four-fold auto-scaling on a contemporary deployment platform using docker containers', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 316 - 323,
    Conference Papers | 2015
    Li S; Lu Q; Zhang W; Zhu L, 2015, 'A mapreduce cluster deployment optimization framework with geo-distributed data', in Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, Beijing,China, pp. 943 - 949, presented at The 2015 Smart World Congress, Beijing,China, 10 August 2015 - 14 August 2015,
    Conference Papers | 2015
    Rimba P; Zhu L; Bass L; Kuz I; Reeves S, 2015, 'Composing Patterns to Construct Secure Systems', in Proceedings - 2015 11th European Dependable Computing Conference, EDCC 2015, Paris, France, pp. 213 - 224, presented at 2015 11th European Dependable Computing Conference (EDCC), Paris, France, 07 September 2015 - 11 September 2015,
    Conference Papers | 2015
    Rimba P; Zhu L; Xu X; Sun D, 2015, 'Building Secure Applications Using Pattern-Based Design Fragments', in Proceedings of the IEEE Symposium on Reliable Distributed Systems, pp. 19 - 24,
    Conference Papers | 2015
    Strooper P; Zhu L, 2015, 'Message from the invited speakers chairs', in ACM International Conference Proceeding Series, pp. viii
    Conference Papers | 2015
    Sun D; Guimarans D; Fekete A; Gramoli V; Zhu L, 2015, 'Multi-objective Optimisation of Rolling Upgrade Allowing for Failures in Clouds', in Proceedings of the IEEE Symposium on Reliable Distributed Systems, Montreal, QC, Canada, pp. 68 - 73, presented at 2015 IEEE 34th Symposium on Reliable Distributed Systems (SRDS), Montreal, QC, Canada, 28 September 2015 - 01 October 2015,
    Conference Papers | 2015
    Weber I; Li C; Bass L; Xu X; Zhu L, 2015, 'Discovering and Visualizing Operations Processes with POD-Discovery and POD-Viz', in Proceedings of the International Conference on Dependable Systems and Networks, pp. 537 - 544,
    Conference Papers | 2015
    Wu D; Sakr S; Zhu L; Lu Q, 2015, 'Composable and Efficient Functional Big Data Processing Framework', presented at 2015 IEEE International Conference of Big Data, 29 October 2015 - 01 November 2015
    Conference Papers | 2015
    Xu D; Wu D; Xu X; Zhu L; Bass L, 2015, 'Making Real Time Data Analytics Available as a Service', presented at International ACM Sigsoft Conference on the Quality of Software architectures, 04 May 2015 - 07 May 2015
    Conference Papers | 2015
    Xu X; Zhu L; Fu M; Sun D; Tran AB; Rimba P; Dwarakanathan S; Bass L, 2015, 'Crying Wolf and Meaning it: Reducing False Alarms in Monitoring of Sporadic Operations through POD-Monitor', in COUFLESS '15 Proceedings of the First International Workshop on Complex faUlts and Failures in LargE Software Systems, IEEE Press, Florence, Italy, pp. 69 - 75, presented at International Workshop on Complex faUlts and Failures in LargE Software Systems, Florence, Italy, 18 May 2015 - 24 May 2015,
    Conference Papers | 2014
    Fu M; Zhu L; Bass L; Liu A, 2014, 'Recovery for failures in rolling upgrade on clouds', in Proceedings - 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2014, pp. 642 - 647,
    Conference Papers | 2014
    Fu M; Zhu L; Bass L; Lui A, 2014, 'Recovery for Failures in Rolling Upgrade on Clouds', in Dependable Systems and Networks (DSN), 2014 44th Annual IEEE/IFIP International Conference, presented at DSN 2014 Workshop (DCDV 2014), 23 June 2014 - 26 June 2014
    Conference Papers | 2014
    Fu M; Zhu L; Bass L; Xu X, 2014, 'A recoverability-oriented analysis for operations on cloud applications', in Proceedings - Working IEEE/IFIP Conference on Software Architecture 2014, WICSA 2014, pp. 125 - 128,
    Conference Papers | 2014
    Lu Q; Zhu L; Xu X; Bass L; Li S; Zhang W; Wang N, 2014, 'Mechanisms and architectures for tail-tolerant system operations in cloud', in 6th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2014
    Conference Papers | 2014
    Lu Q; Zhu L; Xu X; Bass L; Li S; Zhang W; Wang N, 2014, 'Mechanisms and architectures for tail-tolerant system operations in cloud', in 6th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2014
    Conference Papers | 2014
    Lu Q; Zhu L; Xu X; Bass L; Li S; Zhang W; Wang N, 2014, 'Mechanisms and architectures for tail-tolerant system operations in cloud', in 6th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2014
    Conference Papers | 2014
    Sun W, 2014, 'Quantifying Failure Risk of Version Switch for Rolling Upgrade on Clouds', in IEEE International Conference on Big Data and Cloud Computing, Sydney, presented at IEEE International Conference on Big Data and Cloud Computing, Sydney, 03 December 2014 - 05 December 2014
    Conference Papers | 2014
    Xu X; Zhu L; Weber I; Bass L; Sun D, 2014, 'POD-Diagnosis: Error diagnosis of sporadic operations on cloud applications', in Proceedings - 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2014, pp. 252 - 263,
    Conference Papers | 2014
    Xu X; Zhu L; Weber I; Bass L; Sun D, 2014, 'POD-diagnosis: Error diagnosis of sporadic operations on cloud applications', in Proceedings of the International Conference on Dependable Systems and Networks, pp. 252 - 263,
    Conference Papers | 2013
    Li J; He S; Zhu L; Xu X; Fu M; Bass L; Liu A; Tran AB, 2013, 'Challenges to Error Diagnosis in Hadoop Ecosystems', in 27th Large Installation System Administration Conference, LISA 2013, pp. 145 - 154
    Conference Papers | 2012
    Andronick J; Jeffery R; Klein G; Kolanski R; Staples M; Zhang H; Zhu L, 2012, 'Large-scale formal verification in practice: A process perspective', in Proceedings - International Conference on Software Engineering, IEEE Computer Society, Zurich, Switzerland, pp. 1002 - 1011, presented at 34th International Conference on Software Engineering, ICSE 2012, Zurich, Switzerland, 02 June 2012 - 09 June 2012,
    Conference Papers | 2012
    Brondum J; Zhu L, 2012, 'Visualising architectural dependencies', in Proceedings 2012 Third International Workshop on Managing Technical Debt (MTD 2012), IEEE, Piscataway, NJ, USA, pp. 7 - 14, presented at 2012 Third International Workshop on Managing Technical Debt (MTD 2012), Zurich, Switzerland, 05 June 2012,
    Conference Papers | 2012
    Kusumo D; Staples M; Zhu L; Jeffery R, 2012, 'Analyzing Differences in Risk Perceptions between Developers and Acquirers in OTS-based Custom Software Projects Using Stakeholder Analysis', in The ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM), ACM/IEEE, Lund, Sweden, presented at 6th International Symposium on Empirical Software Engineering and Measurement, Lund, Sweden, 20 September 2012 - 21 September 2012,
    Conference Papers | 2012
    Kusumo D; Staples M; Zhu L; Zhang H; Jeffery R, 2012, 'Risks of Off-The-Shelf-based Software Acquisition and Development: A Systematic Mapping Study and A Survey', in Proceedings of EASE 2012, IET, Ciudad Real, Spain, pp. 233 - 242, presented at 16th International Conference on Evaluation & Assessment in Software Engineering (EASE 2012), Ciudad Real, Spain, 14 May 2012 - 15 May 2012,
    Conference Papers | 2012
    Li J; Zhang H; Zhu L; Jeffery R; Wang Q; Li M, 2012, 'Preliminary results of a systematic review on requirements evolution', in Proceedings of EASE 2012, IET, Ciudad Real, pp. 12 - 21, presented at 16th International Conference on Evaluation and Assessment in Software Engineering, EASE 2012, Ciudad Real, 14 May 2012 - 15 May 2012,
    Conference Papers | 2012
    Li J; Zhu L; Jeffery R; Liu Y; Zhang H; Wang Q; Li M, 2012, 'An initial evaluation of requirements dependency types in change propagation analysis', in Proceedings of EASE 2012, IET, Ciudad Real, pp. 62 - 71, presented at 16th International Conference on Evaluation and Assessment in Software Engineering, EASE 2012, Ciudad Real, 14 May 2012 - 15 May 2012,
    Conference Papers | 2012
    Liu Y; Zhu L; Bass L; Gorton I; Staples M, 2012, 'Non-functional property driven service governance: Performance implications', in ICSOC 2007, International Workshops, Vienna, Austria, September 17, 2007, Revised Selected Papers, Springer, Shanghai, China, presented at International Conference on Service Oriented Computing, Shanghai, China,
    Conference Papers | 2012
    Zhang H; Klein G; Staples M; Andronick J; Zhu L; Kolanski R, 2012, 'Simulation modeling of a large-scale formal verification process', in 2012 International Conference on Software and System Process, ICSSP 2012 - Proceedings, IEEE, Zurich, Switzerland, pp. 3 - 12, presented at 2012 International Conference on Software and System Process, ICSSP 2012, Zurich, Switzerland, 02 June 2012 - 03 June 2012,
    Conference Papers | 2010
    Chiam YK; Zhu L; Staples M, 2010, 'Systematic Selection of Quality Attribute Techniques', in Lecture Notes in Computer Science, Vol. 6156, Springer-Verlag, Limerick, Ireland, pp. 63 - 66, presented at 11th International Conference on Product Focused Software and Process Improvement (PROFES 2010), Limerick, Ireland, 21 June 2010 - 23 June 2010,
    Conference Papers | 2010
    Kannengiesser U; Zhu L, 2010, 'Rationale in semi-structured processes', in BPM 2010 Workshops, Springer, Berlin, pp. 634 - 639, presented at First International Workshop on Traceability and Compliance of Semi-Structured Processes, Hoboken, NJ (USA), 13 September 2010,
    Conference Papers | 2010
    Phoomvuthisarn S, 2010, 'An Architectural Approach to Composing Reputation-based Distributed Services', ACM, Copenhagen, Denmark, presented at 4th European Conference on Software Architecture, Copenhagen, Denmark, 23 August 2010 - 26 August 2010
    Conference Papers | 2010
    Sha S; Yan WQ; Zhu LM, 2010, 'A mechanism to implement virtual identity federation', in Proceedings - 2010 3rd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2010, pp. 223 - 227,
    Conference Papers | 2010
    Xu X; Zhu L; Kannengiesser U; Liu Y, 2010, 'An architectural style for process-intensive web information systems', in Web Information Systems Engineering - WISE 2010, Springer, Germany, pp. 534 - 547, presented at 11th International Conference on Web Information Systems Engineering, WISE 2010, Hong Kong, 12 December 2010 - 14 December 2010,
    Conference Papers | 2009
    Liu Y; Liang X; Xu L; Staples M; Zhu L, 2009, 'Using architecture integration patterns to compose enterprise mashups', in 2009 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, WICSA/ECSA 2009, pp. 111 - 120,
    Conference Papers | 2009
    Wang W; Tan J; Zhu L; Ge Z, 2009, 'Alignment error model of subaperture stitching interferometry for aspheric surface based on wavefront aberrations', in Proceedings of SPIE - The International Society for Optical Engineering,
    Conference Papers | 2009
    Xu X; Zhu L; Staples M; Liu Y, 2009, 'An Architecting Method for Distributed Process-Intensive Systems', in Joint Working IEEE/IFIP Conference on Software Architecture 2009 & European Conference on Software Architecture 2009, Proceedings, Cambridge, pp. 277 - 280, presented at Joint Working IEEE/IFIP Conference on Software Architecture 2009 & European Conference on Software Architecture 2009, Cambridge, 14 September 2009 - 17 September 2009,
    Conference Papers | 2009
    Zhu L; Liu Y, 2009, 'Model driven development with non-functional aspects', in Proceedings of the 2009 ICSE Workshop on Aspect-Oriented Requirements Engineering and Architecture Design, EA 2009, presented at ICSE Workshop on Aspect-Oriented Requirements Engineering and Architecture Design, EA 2009
    Conference Papers | 2009
    Zhu L; Tran TT; Staples M; Jeffery DR, 2009, 'Technical software development process in the XML domain', in Trustworthy Software Development Processes (LNCS 5543), Springer, Germany, presented at International Conference on Software Process (ICSP 2009), Vancouver, Canada, 16 May 2009 - 17 May 2009,
    Conference Papers | 2008
    Chen S; Gorton I; Liu Y; Zhu L, 2008, 'Proceedings - 2008 IEEE Congress on Services, SERVICES 2008: Message from SEASS 2008 Chairs', in Proceedings - 2008 IEEE Congress on Services, SERVICES 2008,
    Conference Papers | 2008
    Liu Y; Zhu L, 2008, 'Towards process-based composition of self-managing service-oriented systems', in Proceedings of the 2nd international workshop on Systems development in SOA environments, ACM, New York, NY, USA, presented at 2nd international workshop on Systems development in SOA environments, Leipzig, Germany, 10 May 2008 - 18 May 2008,
    Conference Papers | 2008
    Tosic V; Liu Y; Zhu L, 2008, 'On Combining WS-Policy4MASC and ASF to Support Business-Driven Autonomic Service-Oriented Computing', in Agile Processes in Software Engineering and Extreme Programming, Springer, pp. 53-62, Berlin, Germany, presented at 1st International Workshop on QoS in Self-healing Web Services, QSWS-08, Milan, Italy, 01 September 2008,
    Conference Papers | 2008
    Xu X; Zhu L; Liu Y; Staples M, 2008, 'Resource-oriented architecture for business process', in 15th Asia-Pacific Software engineering conference, Proceedings, Beijing, China, presented at 15th Asia-Pacific Software engineering conference, Beijing, China, 02 December 2008 - 05 December 2008,
    Conference Papers | 2008
    Xu X; Zhu L; Liu Y; Staples M, 2008, 'Resource-oriented business process modeling for ultra-large-scale systems', in 2nd International workshop on ultra-large-scale software-intensive systems, Leipzig, Germany, presented at International conference on software process 2008, Leipzig, Germany, 10 May 2008 - 11 May 2008,
    Conference Papers | 2008
    Xu X; Zhu L; Liu Y; Staples M, 2008, 'Resource-oriented business process modeling for ultra-large-scale systems', in International Conference on Software Engineering - Proceedings of the 2nd International Workshop on Ultra-Large-Scale Software-Intensive Systems, ULSSIS'08, pp. 65 - 68,
    Conference Papers | 2008
    Zhu L; Bui BN; Liu Y; Tosic V; Jeffery DR, 2008, 'Automating web service development using a unified model', in 3rd International workshop on modeling, design and analysis for service-oriented architectures, Proceedings, Munich, Germany, presented at 3rd International workshop on modeling, design and analysis for service-oriented architectures, Munich, Germany, 15 September 2008 - 19 September 2008
    Conference Papers | 2008
    Zhu L; Staples M; Jeffery DR, 2008, 'Scaling up software architecture evaluation processes', in International conference on software process 2008, Leipzig, Germany, presented at International conference on software process 2008, Leipzig, Germany, 10 May 2008 - 11 May 2008
    Conference Papers | 2008
    Zhu L; Staples M; Tosic V, 2008, 'On creating industry-wide reference architectures', in 12th IEEE International EDOC enterprise computing conference, Germany, presented at 12th IEEE International EDOC enterprise computing conference, Germany, 15 September 2008 - 19 September 2008
    Conference Papers | 2007
    Bui BN; Zhu L; Gorton I; Liu Y, 2007, 'Benchmark generation using domain specific modeling', in 2007 Australian software engineering conference ASWEC 07, Melbourne, presented at Australian Software Engineering Conference (ASWEC 2007), Melbourne, 10 March 2007 - 13 March 2007
    Conference Papers | 2007
    Liu Y; Gorton I; Zhu L, 2007, 'Performance prediction of service-oriented applications based on an enterprise service bus', in Proceedings - International Computer Software and Applications Conference, pp. 327 - 334,
    Conference Papers | 2007
    Liu Y; Zhu L; Gorton I, 2007, 'Performance assessment for e-government services: An experience report', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 74 - 89,
    Conference Papers | 2007
    Nonaka M; Liming Z; Babar MA; Staples M, 2007, 'Project delay variability simulation in software product line development', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 283 - 294,
    Conference Papers | 2007
    Nonaka M; Zhu L; Babar MA; Staples M, 2007, 'Project cost overrun simulation in software product line development', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 330 - 344,
    Conference Papers | 2007
    Nonaka M; Zhu L, 2007, 'Impact of Architecture and Quality Investment in Software Product Line Development', in 11th International Software Product Line Conference (SPLC 2007), IEEE, pp. 63 - 73, presented at 11th International Software Product Line Conference (SPLC 2007), 10 September 2007 - 14 September 2007,
    Conference Papers | 2007
    Zhu L; Jeffery R; Staples M; Huo M; Tran TT, 2007, 'Effects of architecture and technical development process on micro-process', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 49 - 60,
    Conference Papers | 2007
    Zhu L; Osterweil L; Staples M; Kannengiesser U, 2007, 'Challenges observed in the definition of reference business processes', in 2007 International Business process management workshop, Brisbane, Qld, presented at International Business process management workshop 2007, Brisbane, Qld, 24 September 2007
    Conference Papers | 2007
    Zhu L; Staples M; Babar M; Nonaka M, 2007, 'Impacts of Architecture and Quality Investment in Software Product Line Development', in 11th International Software Product Line Conference, Kyoto, Japan, presented at 11th International Software Product Line Conference, Kyoto, Japan, 10 September 2007 - 14 September 2007
    Conference Papers | 2007
    Zhu L; Staples M; Gorton I, 2007, 'An infrastructure for indexing and organizing best practices', in 2nd International workshop on Realising evidence-based software engineering 2007, Minneapolis, Minnesita, USA, presented at 2nd International workshop on Realising evidence-based software engineering 2007, Minneapolis, Minnesita, USA, 20 May 2007 - 26 May 2007
    Conference Papers | 2007
    Zhu L; Staples M; Jeffery R, 2007, 'Reference architecture for lending industry in ULS systems', in Proceedings - International Conference on Software Engineering, pp. 7,
    Conference Papers | 2007
    Zhu L; Staples M, 2007, 'Situational method quality', in IFIP WG 8.1 Working conference 2007, Geneva, Switzerland, presented at IFIP WG 8.1 Working conference 2007, Geneva, Switzerland, 12 September 2007 - 14 September 2007
    Conference Papers | 2006
    Zhu L; Gorton I; Liu Y; Bui BN, 2006, 'Model-driven benchmark generation for web services', in 2006 international worskhop on service-oriented software engineering, Shanghai, China, presented at International Software Process Workshop and International Workshop on Software Process Simulation and Modeling, SPW/ProSim 2006, Shanghai, China, 20 May 2006 - 21 May 2006
    Conference Papers | 2005
    Gorton I; Zhu L, 2005, 'Tool support for just-in-time architecture reconstruction and evaluation', in Proceedings of the 27th international conference on Software engineering - ICSE '05, ACM Press, pp. 514 - 514, presented at the 27th international conference, 15 May 2005 - 21 May 2005,
    Conference Papers | 2005
    Gorton I; Zhu L, 2005, 'Tool support for just-in-time architecture reconstruction and evaluation: an experience report', in 27th international conference on software engineering (ICSE 2005), St Louis, Missouri, USA, presented at 27th international conference on software engineering (ICSE 2005), St Louis, Missouri, USA, 15 May 2005 - 21 May 2005
    Conference Papers | 2005
    Zhu L; Gorton I; Bui BN; Liu Y, 2005, 'Customized benchmark generation using MDA', in 5th working IEEE/IFIP conference on software architecture, Pittsburgh, Pennsylvania, presented at 5th working IEEE/IFIP conference on software architecture, Pittsburgh, Pennsylvania, 06 November 2005 - 10 November 2005
    Conference Papers | 2005
    Zhu L; Liu Y; Gorton I; Bui NB, 2005, 'MDAbench: A Tool for Customized Benchmark Generation Using MDA', in Proceedings of the Conference on Object-Oriented Programming Systems, Languages, and Applications, OOPSLA, pp. 171 - 1725,
    Conference Papers | 2004
    Ali Babar M; Zhu L; Jeffery DR, 2004, 'A Framework for Classifying and Comparing Software Architecture Evaluation Methods', in Australian Software Engineering Conference (ASWEC 2004), Melbourne, presented at Australian Software Engineering Conference (ASWEC 2004), Melbourne, 13 April 2004 - 16 April 2004
    Conference Papers | 2004
    Huo M; Verner JM; Zhu L; Ali Babar M, 2004, 'Software Quality and Agile Methods', in COMPSAC 04, Hong Kong, presented at COMPSAC 04, Hong Kong, 28 September 2004 - 30 September 2004
    Conference Papers | 2004
    Kitchenham B; Zhu L; Jeffery DR; Ali Babar M, 2004, 'An Exploratory Study of Groupware Support for Distributed Software Architecture Evaluation Process', in 11th Asia-Pacific Software Engineering Conference, Busan, South Korea, presented at 11th Asia-Pacific Software Engineering Conference, Busan, South Korea, 30 November 2004 - 03 December 2004
    Conference Papers | 2004
    Zhu L; Ali Babar M; Jeffery DR, 2004, 'Distilling Scenarios from Patterns for Software Architecture Evaluation', in 1st European Workshop on Software Architecture (EWSA 2004), St Andrews, Scotland, presented at 1st European Workshop on Software Architecture (EWSA 2004), St Andrews, Scotland, 21 May 2004 - 22 May 2004
    Conference Papers | 2004
    Zhu L; Ali Babar M; Jeffery DR, 2004, 'Mining Patterns to Support Software Architecture Evaluation', in 4th Working IEEE/IFIP Conference on Software Architecture (WISCA 2004), Oslo, Norway, presented at 4th Working IEEE/IFIP Conference on Software Architecture (WISCA 2004), Oslo, Norway, 12 June 2004 - 15 June 2004
    Conference Papers | 1998
    Zhu L; Wainwright RL; Schoenefeld DA, 1998, 'Genetic algorithm for the point to multipoint routing problem with varying number of requests', in Proceedings of the IEEE Conference on Evolutionary Computation, ICEC, pp. 171 - 176
    Preprints |
    Liu Y; Lu Q; Zhu L; Paik H-Y; Staples M, A Systematic Literature Review on Blockchain Governance,
    Conference Papers |
    Ming Huo ; Verner J; Liming Zhu ; Babar MA, 'Software quality and agile methods', in Proceedings of the 28th Annual International Computer Software and Applications Conference, 2004. COMPSAC 2004., IEEE, presented at Proceedings of the 28th Annual International Computer Software and Applications Conference, 2004. COMPSAC 2004.,