Qinghua Lu
Orcid: 0000-0002-7783-5183Affiliations:
- CSIRO, Data61, Sydney, NSW, Australia
- China University of Petroleum, Department of Software Engineering, Qingdao, China (former)
- NICTA, Software Systems Research Group, Sydney, NSW, Australia (former)
- University of New South Wales, School of Computer Science and Engineering, Sydney, NSW, Australia (PhD 2013)
According to our database1,
Qinghua Lu
authored at least 234 papers
between 2010 and 2025.
Collaborative distances:
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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Bibliography
2025
Agent design pattern catalogue: A collection of architectural patterns for foundation model based agents.
J. Syst. Softw., 2025
2024
IEEE Trans. Knowl. Data Eng., December, 2024
IEEE Trans. Software Eng., November, 2024
ACM Trans. Softw. Eng. Methodol., July, 2024
Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering.
ACM Comput. Surv., July, 2024
ACM Trans. Softw. Eng. Methodol., June, 2024
IEEE Internet Things J., May, 2024
Answering Uncertain, Under-Specified API Queries Assisted by Knowledge-Aware Human-AI Dialogue.
IEEE Trans. Software Eng., February, 2024
Aspect-level Information Discrepancies across Heterogeneous Vulnerability Reports: Severity, Types and Detection Methods.
ACM Trans. Softw. Eng. Methodol., February, 2024
ACM Trans. Softw. Eng. Methodol., February, 2024
Developer and End-User Perspectives on Addressing Human Aspects in Mobile eHealth Apps.
Inf. Softw. Technol., February, 2024
To be forgotten or to be fair: unveiling fairness implications of machine unlearning methods.
AI Ethics, February, 2024
API Entity and Relation Joint Extraction from Text via Dynamic Prompt-tuned Language Model.
ACM Trans. Softw. Eng. Methodol., January, 2024
IEEE Trans. Dependable Secur. Comput., 2024
Toward Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model-Based Systems.
IEEE Softw., 2024
Decentralized Governance-Driven Architecture for Designing Foundation-Model-Based Systems: Exploring the Role of Blockchain in Responsible AI.
IEEE Softw., 2024
IEEE Softw., 2024
Refactoring to Pythonic Idioms: A Hybrid Knowledge-Driven Approach Leveraging Large Language Models.
Proc. ACM Softw. Eng., 2024
DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models.
CoRR, 2024
CoRR, 2024
Beyond Dataset Watermarking: Model-Level Copyright Protection for Code Summarization Models.
CoRR, 2024
<i>"I Don't Use AI for Everything"</i>: Exploring Utility, Attitude, and Responsibility of AI-empowered Tools in Software Development.
CoRR, 2024
Achieving Responsible AI through ESG: Insights and Recommendations from Industry Engagement.
CoRR, 2024
CoRR, 2024
A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model.
CoRR, 2024
Towards AI-Safety-by-Design: A Taxonomy of Runtime Guardrails in Foundation Model based Systems.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, 2024
Proceedings of the 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, 2024
Hard to Read and Understand Pythonic Idioms? DeIdiom and Explain Them in Non-Idiomatic Equivalent Code.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024
Proceedings of the IEEE/ACM International Workshop on Engineering and Cybersecurity of Critical Systems and Second IEEE/ACM International Workshop on Software Vulnerability, 2024
Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model Based Agents.
Proceedings of the 21st IEEE International Conference on Software Architecture, 2024
CredAct: Privacy-Preserving Activity Verification for Benefits Schemes in Self-Sovereign Identity.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2024
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024
Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability.
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024
A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture.
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024
An AI System Evaluation Framework for Advancing AI Safety: Terminology, Taxonomy, Lifecycle Mapping.
Proceedings of the 1st ACM International Conference on AI-Powered Software, 2024
2023
IEEE Trans. Comput. Soc. Syst., December, 2023
Adaptive Resource Scheduling in Permissionless Sharded-Blockchains: A Decentralized Multiagent Deep Reinforcement Learning Approach.
IEEE Trans. Syst. Man Cybern. Syst., November, 2023
Operationalizing Responsible AI at Scale: CSIRO Data61's Pattern-Oriented Responsible AI Engineering Approach.
Commun. ACM, July, 2023
Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems.
IEEE Internet Things J., February, 2023
Responsible-AI-by-Design: A Pattern Collection for Designing Responsible Artificial Intelligence Systems.
IEEE Softw., 2023
Homophily Learning-Based Federated Intelligence: A Case Study on Industrial IoT Equipment Failure Prediction.
IEEE Internet Things J., 2023
Developing Responsible Chatbots for Financial Services: A Pattern-Oriented Responsible Artificial Intelligence Engineering Approach.
IEEE Intell. Syst., 2023
Navigating Privacy and Copyright Challenges Across the Data Lifecycle of Generative AI.
CoRR, 2023
From Principles to Practice: An Accountability Metrics Catalogue for Managing AI Risks.
CoRR, 2023
Building the Future of Responsible AI: A Reference Architecture for Designing Large Language Model based Agents.
CoRR, 2023
CoRR, 2023
Tag Your Fish in the Broken Net: A Responsible Web Framework for Protecting Online Privacy and Copyright.
CoRR, 2023
Decentralised Governance for Foundation Model based AI Systems: Exploring the Role of Blockchain in Responsible AI.
CoRR, 2023
Test-takers have a say: understanding the implications of the use of AI in language tests.
CoRR, 2023
Toward the Cure of Privacy Policy Reading Phobia: Automated Generation of Privacy Nutrition Labels From Privacy Policies.
CoRR, 2023
Enhancing Virtual Assistant Intelligence: Precise Area Targeting for Instance-level User Intents beyond Metadata.
CoRR, 2023
Prompt Sapper: LLM-Empowered Software Engineering Infrastructure for AI-Native Services.
CoRR, 2023
AI Chain on Large Language Model for Unsupervised Control Flow Graph Generation for Statically-Typed Partial Code.
CoRR, 2023
Towards Responsible AI in the Era of ChatGPT: A Reference Architecture for Designing Foundation Model-based AI Systems.
CoRR, 2023
Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challenges.
CoRR, 2023
Operationalising Responsible AI Using a Pattern-Oriented Approach: A Case Study on Chatbots in Financial Services.
CoRR, 2023
Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023
Proceedings of the 31st IEEE International Requirements Engineering Conference, RE 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub Issues.
Proceedings of the 20th IEEE/ACM International Conference on Mining Software Repositories, 2023
Let's Chat to Find the APIs: Connecting Human, LLM and Knowledge Graph through AI Chain.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023
Still Confusing for Bug-Component Triaging? Deep Feature Learning and Ensemble Setting to Rescue.
Proceedings of the 31st IEEE/ACM International Conference on Program Comprehension, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023
Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023
A Multi-faceted Vulnerability Searching Website Powered by Aspect-level Vulnerability Knowledge Graph.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023
Proceedings of the 20th IEEE International Conference on Software Architecture, 2023
BDSP: A Fair Blockchain-enabled Framework for Privacy-Enhanced Enterprise Data Sharing.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2023
VCTP: A Verifiable Credential-Based Trust Propagation Protocol for Personal Issuers in Self-Sovereign Identity Platforms.
Proceedings of the IEEE International Conference on Decentralized Applications and Infrastructures, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Towards Concrete and Connected AI Risk Assessment (C<sup>2</sup>AIRA): A Systematic Mapping Study.
Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023
Proceedings of the IEEE International Conference on Blockchain, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Guest Editorial: Special Section on Artificial Intelligence and Big Data Analytics for Cloud Manufacturing.
IEEE Trans. Ind. Informatics, 2022
Federated Markov Logic Network for indoor activity recognition in Internet of Things.
Knowl. Based Syst., 2022
J. Syst. Softw., 2022
Inf. Syst., 2022
IEEE Internet Things J., 2022
A Trustworthy Safety Inspection Framework Using Performance-Security Balanced Blockchain.
IEEE Internet Things J., 2022
A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective.
ACM Comput. Surv., 2022
CoRR, 2022
Comput. Networks, 2022
Constructing a System Knowledge Graph of User Tasks and Failures from Bug Reports to Support Soap Opera Testing.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022
Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022
Heterogeneous Vulnerability Report Traceability Recovery by Vulnerability Aspect Matching.
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022
Software engineering for Responsible AI: An empirical study and operationalised patterns.
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2022
Proceedings of the 27th European Conference on Pattern Languages of Programs, 2022
Proceedings of the EASE 2022: The International Conference on Evaluation and Assessment in Software Engineering 2022, Gothenburg, Sweden, June 13, 2022
Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022
Proceedings of the IEEE International Conference on Blockchain, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Ind. Informatics, 2021
Integrated model-driven engineering of blockchain applications for business processes and asset management.
Softw. Pract. Exp., 2021
PeerJ Comput. Sci., 2021
Artificial Intelligence Technologies for COVID-19-Like Epidemics: Methods and Challenges.
IEEE Netw., 2021
Multim. Tools Appl., 2021
IEEE Internet Things J., 2021
IEEE Internet Things J., 2021
A Blockchain-Based Containerized Edge Computing Platform for the Internet of Vehicles.
IEEE Internet Things J., 2021
Developing Mobile Applications Via Model Driven Development: A Systematic Literature Review.
Inf. Softw. Technol., 2021
Future Internet, 2021
CoRR, 2021
CoRR, 2021
A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things.
CoRR, 2021
Proceedings of the 28th IEEE International Conference on Software Analysis, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Checking App Behavior Against App Descriptions: What If There are No App Descriptions?
Proceedings of the 29th IEEE/ACM International Conference on Program Comprehension, 2021
Proceedings of the 18th IEEE International Conference on Software Architecture, 2021
Proceedings of the EuroPLoP'21: European Conference on Pattern Languages of Programs 2021, Graz, Austria, July 7, 2021
Proceedings of the Software Architecture - 15th European Conference, 2021
Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2021
2020
Sci. Program., 2020
IEEE Softw., 2020
Distributed Ledger Technology for eHealth Identity Privacy: State of The Art and Future Perspective.
Sensors, 2020
CoRR, 2020
Proceedings of the 19th IEEE International Conference on Trust, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2020
Proceedings of the Blockchain - ICBC 2020, 2020
Proceedings of the EuroPLoP '20: European Conference on Pattern Languages of Programs 2020, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Comput. Soc. Syst., 2019
Designing blockchain-based applications a case study for imported product traceability.
Future Gener. Comput. Syst., 2019
IEEE Access, 2019
Proceedings of the IEEE International Conference on Software Architecture, 2019
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2019
Proceedings of the Blockchain - ICBC 2019, 2019
2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Applying Design Patterns in Smart Contracts - A Case Study on a Blockchain-Based Traceability Application.
Proceedings of the Blockchain - ICBC 2018, 2018
Proceedings of the 23rd European Conference on Pattern Languages of Programs, 2018
Lorikeet: A Model-Driven Engineering Tool for Blockchain-Based Business Process Execution and Asset Management.
Proceedings of the Dissertation Award, 2018
2017
Resource requests prediction in the cloud computing environment with a deep belief network.
Softw. Pract. Exp., 2017
Softw. Pract. Exp., 2017
IEEE Softw., 2017
Autonomic deployment decision making for big data analytics applications in the cloud.
Soft Comput., 2017
Proceedings of the 22nd International Conference on Engineering of Complex Computer Systems, 2017
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017
Performance Overhead Comparison between Hypervisor and Container Based Virtualization.
Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017
2016
IEEE Trans. Serv. Comput., 2016
IEEE Trans. Ind. Informatics, 2016
Non-Intrusive Anomaly Detection With Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS.
IEEE Trans. Emerg. Top. Comput., 2016
IEEE Softw., 2016
Pers. Ubiquitous Comput., 2016
QoS4IVSaaS: a QoS management framework for intelligent video surveillance as a service.
Pers. Ubiquitous Comput., 2016
EURASIP J. Wirel. Commun. Netw., 2016
An Empirical Study on Big Video Data Processing: Architectural Styles, Issues, and Challenges.
Proceedings of the International Conference on Identification, 2016
Proceedings of the International Conference on Identification, 2016
Context as a Service: Realizing Internet of Things-Aware Processes for the Independent Living of the Elderly.
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016
2015
Pers. Ubiquitous Comput., 2015
Int. J. Distributed Sens. Networks, 2015
IEEE Access, 2015
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015
Proceedings of the International Conference on Identification, 2015
Proceedings of the International Conference on Identification, 2015
Proceedings of the International Conference on Cloud Computing and Big Data, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 24th Australasian Software Engineering Conference, 2015
2014
Data Knowl. Eng., 2014
Sci. China Inf. Sci., 2014
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014
Towards a High Speed Video Cloud Based on Batch Processing Integrated with Fast Processing.
Proceedings of the International Conference on Identification, 2014
Proceedings of the International Conference on Identification, 2014
Proceedings of the International Conference on Identification, 2014
Proceedings of the International Conference on Identification, 2014
Proceedings of the 6th USENIX Workshop on Hot Topics in Cloud Computing, 2014
Business-Driven Adaptation Decision-Making for SOA Systems.
LAP Lambert Academic Publishing, ISBN: 978-3-659-51496-8, 2014
2013
Autonomic Business-Driven Decision-Making for Adaptation of Service-Oriented Systems.
PhD thesis, 2013
Proceedings of the 9th international ACM SIGSOFT conference on Quality of Software Architectures, 2013
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems, 2013
Proceedings of the Service-Oriented Computing - ICSOC 2013 Workshops, 2013
Proceedings of the Service-Oriented Computing - ICSOC 2013 Workshops, 2013
Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013
Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013
Incorporating Uncertainty into In-Cloud Application Deployment Decisions for Availability.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013
2012
Design and Performance of a Minimal Real-Time Operating System in a Safe Language: Experience with Java on the Sun SPOT.
J. Softw., 2012
Proceedings of the Service-Oriented Computing - 10th International Conference, 2012
JARTOS - A Real-Time Operating System in Java: Can developing a real-time operating system in Java result in a system that an errant process can't crash?
LAP Lambert Academic Publishing, ISBN: 978-3-8484-3060-4, 2012
2011
Autonomic Business-Driven Decision Making for Adaptation of Web Service Compositions.
Proceedings of the World Congress on Services, 2011
Using MiniZnMASC Middleware with Different Algorithms for Business-Driven Adaptation of Business Processes.
Proceedings of the POLICY 2011, 2011
Support for concurrent adaptation of multiple Web service compositions to maximize business metrics.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011
Support for the Business Motivation Model in the WS-Policy4MASC Language and MiniZnMASC Middleware.
Proceedings of the Service-Oriented Computing - 9th International Conference, 2011
Extending WS-Policy4MASC language and MiniZnMASC middleware with BMM business motivation.
Proceedings of the 8th International Conference on Autonomic Computing, 2011
2010
MiniMASC+MiniZinc: An Autonomic Business-Driven Decision Making Middleware for Adaptation of Web Service Compositions.
Proceedings of the Symposia and Workshops on Ubiquitous, 2010
Proceedings of the Symposia and Workshops on Ubiquitous, 2010