By Dr Liming Zhu

Conference Papers

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, http://dx.doi.org/10.1145/1370916.1370927

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, http://dx.doi.org/10.1109/APSEC.2008.52

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

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, http://dx.doi.org/10.1109/COMPSAC.2007.166

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

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

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, http://dx.doi.org/10.1109/spline.2007.35

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

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

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

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, http://dx.doi.org/10.1007/978-3-540-72426-1_5

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, http://dx.doi.org/10.1007/978-3-540-73551-9_6

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, http://dx.doi.org/10.1007/978-3-540-73460-4_29

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, http://dx.doi.org/10.1007/978-3-540-72426-1_24

Zhu L; Staples M; Jeffery R, 2007, 'Reference architecture for lending industry in ULS systems', in Proceedings - International Conference on Software Engineering, pp. 7, http://dx.doi.org/10.1109/ULS.2007.6

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

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

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, http://dx.doi.org/10.1145/1062455.1062548

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

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, http://dx.doi.org/10.1145/1094855.1094919

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

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

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

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

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

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

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., http://dx.doi.org/10.1109/cmpsac.2004.1342889

Conference Abstracts

Lu Q; Xu X; Zhu L; Grundy J, 2022, 'Message from the SE4RAI 2022 Chairs: SE4RAI 2022', in Proceedings - Workshop on Software Engineering for Responsible AI, SE4RAI 2022, pp. VII

Preprints

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, http://dx.doi.org/10.48550/arxiv.2408.02920

Xia B; Lu Q; Zhu L; Xing Z, 2024, An AI System Evaluation Framework for Advancing AI Safety: Terminology, Taxonomy, Lifecycle Mapping, http://dx.doi.org/10.48550/arxiv.2404.05388

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, http://dx.doi.org/10.48550/arxiv.2311.18252

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, http://dx.doi.org/10.48550/arxiv.2311.13148

Shanmugarasa Y; Chamikara MAP; Paik H-Y; Kanhere SS; Zhu L, 2023, Local Differential Privacy for Smart Meter Data Sharing, http://dx.doi.org/10.48550/arxiv.2311.04544

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, http://dx.doi.org/10.1007/s43681-023-00398-y

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, http://dx.doi.org/10.48550/arxiv.2301.11616

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, http://dx.doi.org/10.48550/arxiv.2301.05362

Liu Y; Lu Q; Yu G; Paik H-Y; Zhu L, 2022, BGRA: A Reference Architecture for Blockchain Governance, http://dx.doi.org/10.48550/arxiv.2211.04811

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, http://dx.doi.org/10.48550/arxiv.2209.04963

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, http://dx.doi.org/10.48550/arxiv.2206.10352

Sanderson C; Lu Q; Douglas D; Xu X; Zhu L; Whittle J, 2022, Towards Implementing Responsible AI, http://dx.doi.org/10.48550/arxiv.2205.04358

Lo SK; Lu Q; Paik H-Y; Zhu L, 2022, Decision Models for Selecting Federated Learning Architecture Patterns, http://arxiv.org/abs/2204.13291v3

Liu Y; Lu Q; Yu G; Paik H-Y; Perera H; Zhu L, 2022, A Pattern Language for Blockchain Governance, http://dx.doi.org/10.48550/arxiv.2203.00268

Lu Q; Zhu L; Xu X; Whittle J; Douglas D; Sanderson C, 2021, Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns, http://dx.doi.org/10.48550/arxiv.2111.09478

Lo SK; Liu Y; Lu Q; Wang C; Xu X; Paik H-Y; Zhu L, 2021, Blockchain-based Trustworthy Federated Learning Architecture, http://arxiv.org/abs/2108.06912v2

Lo SK; Lu Q; Paik H-Y; Zhu L, 2021, FLRA: A Reference Architecture for Federated Learning Systems, http://arxiv.org/abs/2106.11570v1

Zhu L; Xu X; Lu Q; Governatori G; Whittle J, 2021, AI and Ethics -- Operationalising Responsible AI, http://dx.doi.org/10.48550/arxiv.2105.08867

Liu Y; Lu Q; Zhu L; Paik H-Y; Staples M, 2021, A Systematic Literature Review on Blockchain Governance, http://arxiv.org/abs/2105.05460v3

Chen J; Chen C; Xing Z; Xia X; Zhu L; Grundy J; Wang J, 2021, Wireframe-Based UI Design Search Through Image Autoencoder, http://dx.doi.org/10.48550/arxiv.2103.07085

Lu Q; Xu X; Bandara HMND; Chen S; Zhu L, 2021, Patterns for Blockchain-Based Payment Applications, http://dx.doi.org/10.48550/arxiv.2102.09810

Lo SK; Lu Q; Zhu L; Paik H-Y; Xu X; Wang C, 2021, Architectural Patterns for the Design of Federated Learning Systems, http://arxiv.org/abs/2101.02373v3

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