Dr Liming Zhu
Conjoint Professor

Dr Liming Zhu

Engineering
Computer Science and Engineering

I lead the Software and Computational Systems Research Program (one of the four programs) at Data61, CSIROThe 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. 

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 at School of Computer Science and Engineering, University of New South Wales. 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 systems 
  • dependable DevOps and continuous deployment 
  • (big) data analytics infrastructure, data analytics pipelines and data provenance
  • data platforms
  • blockchain-driven systems
  • software engineering for machine-learning based systems 
  • 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
Location
Australian Technology Park, Redfern
  • Book Chapters | 2022
    Zhu L; Xu X; Lu Q; Governatori G; Whittle J, 2022, 'AI and Ethics—Operationalizing Responsible AI', in Humanity Driven AI, Springer International Publishing, pp. 15 - 33, http://dx.doi.org/10.1007/978-3-030-72188-6_2
    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, INST ENGINEERING TECH-IET, pp. 9 - 33, http://dx.doi.org/10.1049/PBPC035G_ch2
    Book Chapters | 2017
    Wu D; Sakr S; Zhu L, 2017, 'Big data programming models', in Handbook of Big Data Technologies, pp. 31 - 63, http://dx.doi.org/10.1007/978-3-319-49340-4_2
    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, http://dx.doi.org/10.1007/978-3-319-49340-4_1
  • 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, vol. 197, pp. 111576 - 111576, http://dx.doi.org/10.1016/j.jss.2022.111576
    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, vol. 10, pp. 3276 - 3284, http://dx.doi.org/10.1109/JIOT.2022.3144450
    Journal articles | 2023
    Lu Q; Zhu L; Xu X; Whittle J, 2023, 'Responsible-AI-by-Design: A Pattern Collection for Designing Responsible AI Systems', IEEE Software, pp. 1 - 7, http://dx.doi.org/10.1109/MS.2022.3233582
    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, vol. 249, pp. 108954 - 108954, http://dx.doi.org/10.1016/j.knosys.2022.108954
    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, vol. 191, pp. 111357 - 111357, http://dx.doi.org/10.1016/j.jss.2022.111357
    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, vol. 20, pp. 12 - 22, http://dx.doi.org/10.1109/MSEC.2021.3106056
    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, vol. 52, pp. 6567 - 6578, http://dx.doi.org/10.1109/TCYB.2021.3060176
    Journal articles | 2021
    Dong M; Yao L; Wang X; Xu X; Zhu L, 2021, 'Adversarial dual autoencoders for trust-aware recommendation', Neural Computing and Applications, http://dx.doi.org/10.1007/s00521-021-05722-3
    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, vol. 4, http://dx.doi.org/10.3389/frai.2021.604234
    Journal articles | 2021
    Lo SK; Lu Q; Wang C; Paik HY; Zhu L, 2021, 'A Systematic Literature Review on Federated Machine Learning: From a Sofware Engineering Perspective', ACM Computing Surveys, vol. 54, pp. 1 - 39, http://dx.doi.org/10.1145/3450288
    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, vol. 51, pp. 1059 - 1079, http://dx.doi.org/10.1002/spe.2931
    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, vol. 8, pp. 5926 - 5937, http://dx.doi.org/10.1109/JIOT.2020.3032544
    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, vol. 29, http://dx.doi.org/10.1145/3391613
    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, vol. 37, pp. 30 - 36, http://dx.doi.org/10.1109/MS.2020.2992783
    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, vol. 37, pp. 97 - 103, http://dx.doi.org/10.1109/MS.2020.2999989
    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, vol. 14, http://dx.doi.org/10.1145/3381833
    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, vol. 16, pp. 732 - 742, http://dx.doi.org/10.1109/TII.2019.2947112
    Journal articles | 2019
    Avazpour I; Grundy J; Zhu L, 2019, 'Engineering complex data integration, harmonization and visualization systems', Journal of Industrial Information Integration, vol. 16, http://dx.doi.org/10.1016/j.jii.2019.08.001
    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, vol. 7, pp. 58822 - 58835, http://dx.doi.org/10.1109/ACCESS.2019.2914675
    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, vol. 101, pp. 564 - 575, http://dx.doi.org/10.1016/j.future.2019.05.051
    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, vol. 24, pp. 1061 - 1108, http://dx.doi.org/10.1007/s10664-018-9651-4
    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, vol. 127, pp. 184 - 195, http://dx.doi.org/10.1016/j.jpdc.2018.02.016
    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, vol. 92, pp. 399 - 406, http://dx.doi.org/10.1016/j.future.2018.10.010
    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, vol. 5, pp. 58 - 72, http://dx.doi.org/10.1109/MCC.2018.022171668
    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, vol. 9, http://dx.doi.org/10.1145/3183367
    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, vol. 15, pp. 811 - 823, http://dx.doi.org/10.1109/TDSC.2016.2615919
    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, vol. 29, pp. 1202 - 1216, http://dx.doi.org/10.1109/TPDS.2018.2790946
    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, vol. 5, pp. 12 - 23, http://dx.doi.org/10.1109/MCC.2018.043221010
    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, vol. 52, pp. 365 - 380, http://dx.doi.org/10.1016/j.micpro.2016.12.006
    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, vol. 47, pp. 223 - 248, http://dx.doi.org/10.1002/spe.2427
    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, vol. 5, pp. 3909 - 3943, http://dx.doi.org/10.1109/ACCESS.2017.2685629
    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, vol. 4, pp. 278 - 289, http://dx.doi.org/10.1109/TETC.2016.2520883
    Journal articles | 2016
    Weber I; Nepal S; Zhu L, 2016, 'Developing Dependable and Secure Cloud Applications', IEEE Internet Computing, vol. 20, pp. 74 - 79, http://dx.doi.org/10.1109/MIC.2016.67
    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, http://dx.doi.org/10.1109/ms.2016.62
    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, vol. 33, pp. 60 - 67, http://dx.doi.org/10.1109/MS.2016.35
    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, vol. 110, pp. 205 - 221, http://dx.doi.org/10.1016/j.jss.2015.08.043
    Journal articles | 2015
    Lu Q; Xu X; Bass L; Zhu L; Zhang W, 2015, 'A tail-tolerant cloud API wrapper', IEEE Software, vol. 32, pp. 76 - 82, http://dx.doi.org/10.1109/MS.2015.2
    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, vol. 32, pp. 73 - 80, http://dx.doi.org/10.1109/MS.2015.23
    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, vol. 56, pp. 40 - 53, http://dx.doi.org/10.1016/j.infsof.2013.07.001
    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, http://dx.doi.org/10.1109/RELENG.2013.6607688
    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, vol. 55, pp. 1419 - 1436, http://dx.doi.org/10.1016/j.infsof.2013.02.001
    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, http://dx.doi.org/10.1109/CLOUD.2013.83
    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, http://dx.doi.org/10.1145/2465478.2465481
    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), vol. 7759 LNCS, pp. 447 - 450, http://dx.doi.org/10.1007/978-3-642-37804-1_50
    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, http://dx.doi.org/10.1109/DSN.2013.6575337
    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, vol. 84, pp. 1436 - 1446, http://dx.doi.org/10.1016/j.jss.2011.01.030
    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, http://dx.doi.org/10.1109/ICWS.2008.74
    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, vol. 99, pp. 14 - 17, http://dx.doi.org/10.1016/j.ijgo.2007.03.055
    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, http://dx.doi.org/10.1109/ICSE.2007.73
    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, vol. 2006, pp. 38 - 47, http://dx.doi.org/10.1145/1159733.1159742
    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, vol. 13, pp. 357 - 375, http://dx.doi.org/10.1007/s11219-005-4251-0
  • 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, ACM, presented at ASE '22: 37th IEEE/ACM International Conference on Automated Software Engineering, http://dx.doi.org/10.1145/3551349.3556912
    Preprints | 2022
    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
    Preprints | 2022
    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
    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, ACM, presented at EuroPLop '22: 27th European Conference on Pattern Languages of Programs, http://dx.doi.org/10.1145/3551902.3564802
    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, http://dx.doi.org/10.1145/3510457.3513063
    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, http://dx.doi.org/10.1109/ICSE-SEIP55303.2022.9794111
    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
    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, http://dx.doi.org/10.1145/3459637.3482347
    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, ACM, pp. 1390 - 1398, presented at SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, http://dx.doi.org/10.1145/3412841.3442014
    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, IEEE, pp. 101 - 110, presented at 2021 IEEE International Conference on Data Mining (ICDM), 07 December 2021 - 10 December 2021, http://dx.doi.org/10.1109/ICDM51629.2021.00020
    Conference Papers | 2021
    Lo SK; Lu Q; Paik HY; Zhu L, 2021, 'FLRA: A Reference Architecture for Federated Learning Systems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer International Publishing, pp. 83 - 98, http://dx.doi.org/10.1007/978-3-030-86044-8_6
    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, http://dx.doi.org/10.1145/3489449.3490006
    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, http://dx.doi.org/10.1007/978-3-030-90567-5_24
    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, IEEE, pp. 328 - 331, presented at 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 22 March 2021 - 26 March 2021, http://dx.doi.org/10.1109/PerComWorkshops51409.2021.9431001
    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, http://dx.doi.org/10.1109/ASE51524.2021.9678574
    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, IEEE, pp. 448 - 459, presented at 2021 IEEE International Conference on Software Maintenance and Evolution (ICSME), 27 September 2021 - 01 October 2021, http://dx.doi.org/10.1109/ICSME52107.2021.00046
    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, IEEE, pp. 47 - 57, presented at 2021 IEEE 18th International Conference on Software Architecture (ICSA), 22 March 2021 - 26 March 2021, http://dx.doi.org/10.1109/ICSA51549.2021.00013
    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, IEEE, presented at 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 03 May 2021 - 06 May 2021, http://dx.doi.org/10.1109/icbc51069.2021.9461106
    Preprints | 2021
    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
    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, http://dx.doi.org/10.1145/3377811.3380327
    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, http://dx.doi.org/10.1145/3368089.3409691
    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, http://dx.doi.org/10.1145/3394486.3403113
    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, ACM, presented at SA '20: SIGGRAPH Asia 2020, http://dx.doi.org/10.1145/3415263.3419166
    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, http://dx.doi.org/10.1145/3450288
    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, http://dx.doi.org/10.1145/3324884.3416551
    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, http://dx.doi.org/10.1007/978-3-030-59638-5_8
    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, http://dx.doi.org/10.1145/3377811.3380411
    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
    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, http://dx.doi.org/10.24963/ijcai.2019/669
    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, http://dx.doi.org/10.1145/3297280.3297444
    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, http://dx.doi.org/10.1007/978-3-319-98651-7_13
    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, http://dx.doi.org/10.1007/978-3-319-94478-4_7
    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, http://dx.doi.org/10.1007/978-3-030-04167-0_5
    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, http://dx.doi.org/10.1007/978-3-319-94478-4_2
    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, http://dx.doi.org/10.1109/CCGRID.2018.00036
    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, ASSOC COMPUTING MACHINERY, Lyon, FRANCE, pp. 177 - 186, presented at 27th World Wide Web (WWW) Conference, Lyon, FRANCE, 23 April 2018 - 27 April 2018, http://dx.doi.org/10.1145/3178876.3185995
    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, http://dx.doi.org/10.1145/3282308.3282312
    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, http://dx.doi.org/10.1007/978-3-319-94376-3_6
    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, http://dx.doi.org/10.1007/978-3-319-69035-3_38
    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, http://dx.doi.org/10.1109/ICWS.2017.54
    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, http://dx.doi.org/10.1109/ESEM.2017.18
    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, http://dx.doi.org/10.1145/3084226.3084263
    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, http://dx.doi.org/10.1109/ICSA.2017.33
    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, http://dx.doi.org/10.1007/978-3-319-70087-8_20
    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, http://dx.doi.org/10.1145/2961111.2962587
    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, http://dx.doi.org/10.1145/2889160.2889207
    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, http://dx.doi.org/10.1109/WICSA.2016.21
    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, http://dx.doi.org/10.1109/RELENG.2015.11
    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, http://dx.doi.org/10.1109/CLOUD.2015.137
    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, http://dx.doi.org/10.1007/978-3-662-48616-0_20
    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, http://dx.doi.org/10.1109/EDCC.2015.12
    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, http://dx.doi.org/10.1109/SRDS.2015.37
    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, http://dx.doi.org/10.1109/DSN.2015.23
    Conference Papers | 2015
    Xu D; Wu D; Xu X; Zhu L; Bass L, 2015, 'Making Real Time Data Analytics Available as a Service', in QoSA 2015 - Proceedings of the 11th International ACM SIGSOFT Conference on Quality of Software Architectures, Part of CompArch 2015, pp. 73 - 82, presented at International ACM Sigsoft Conference on the Quality of Software architectures, 04 May 2015 - 07 May 2015, http://dx.doi.org/10.1145/2737182.2737186
    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, http://dx.doi.org/10.1109/COUFLESS.2015.18
    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, pp. 175 - 182, presented at IEEE International Conference on Big Data and Cloud Computing, Sydney, 03 December 2014 - 05 December 2014, http://dx.doi.org/10.1109/BDCloud.2014.16
    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, http://dx.doi.org/10.1109/DSN.2014.94
    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, http://dx.doi.org/10.1109/ICSE.2012.6227120
    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, http://dx.doi.org/10.1109/MTD.2012.6226003
    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, http://dx.doi.org/10.1049/ic.2012.0031
    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, http://dx.doi.org/10.1049/ic.2012.0002
    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, http://dx.doi.org/10.1049/ic.2012.0009
    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, http://dx.doi.org/10.1007/978-3-642-17616-6_47
    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, http://dx.doi.org/10.1109/WICSA.2009.5290797
    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, pp. 395 - 402, 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
    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, pp. 112 - 122, presented at International conference on software process 2008, Leipzig, Germany, 10 May 2008 - 11 May 2008, http://dx.doi.org/10.1007/978-3-540-79588-9_11
    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, pp. 24 - 30, presented at 12th IEEE International EDOC enterprise computing conference, Germany, 15 September 2008 - 19 September 2008, http://dx.doi.org/10.1109/EDOC.2008.14
    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, http://dx.doi.org/10.1007/978-3-540-73551-9_6
    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, pp. 95 - 107, presented at International Business process management workshop 2007, Brisbane, Qld, 24 September 2007, http://dx.doi.org/10.1007/978-3-540-78238-4_12
    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, pp. 35 - 44, presented at 5th working IEEE/IFIP conference on software architecture, Pittsburgh, Pennsylvania, 06 November 2005 - 10 November 2005, http://dx.doi.org/10.1109/WICSA.2005.26
    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, pp. 309 - 318, presented at Australian Software Engineering Conference (ASWEC 2004), Melbourne, 13 April 2004 - 16 April 2004, http://dx.doi.org/10.1109/ASWEC.2004.1290484
    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, pp. 25 - 34, presented at 4th Working IEEE/IFIP Conference on Software Architecture (WISCA 2004), Oslo, Norway, 12 June 2004 - 15 June 2004
    Preprints |
    Liu Y; Lu Q; Zhu L; Paik H-Y; Staples M, A Systematic Literature Review on Blockchain Governance, http://dx.doi.org/10.2139/ssrn.3981282