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Qinghua Lu 0001
Person information

- affiliation: CSIRO, Data61, Sydney, NSW, Australia
- affiliation (former): China University of Petroleum, Department of Software Engineering, Qingdao, China
- affiliation (former): NICTA, Software Systems Research Group, Sydney, NSW, Australia
- affiliation (PhD 2013): University of New South Wales, School of Computer Science and Engineering, Sydney, NSW, Australia
Other persons with the same name
- Qinghua Lu 0002
— Foshan University, College of Mechanical and Electrical Engineering, China
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2020 – today
- 2023
- [j58]Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Didar Zowghi, Aurelie Jacquet:
Operationalizing Responsible AI at Scale: CSIRO Data61's Pattern-Oriented Responsible AI Engineering Approach. Commun. ACM 66(7): 64-66 (2023) - [j57]Qinghua Lu
, Liming Zhu
, Jon Whittle
, James Bret Michael
:
Software Engineering for Responsible AI. Computer 56(4): 13-16 (2023) - [j56]Sin Kit Lo
, Yue Liu
, Qinghua Lu
, Chen Wang
, Xiwei Xu
, Hye-Young Paik
, Liming Zhu:
Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems. IEEE Internet Things J. 10(4): 3276-3284 (2023) - [j55]Xingjie Zeng
, Zepei Yu
, Weishan Zhang
, Xiao Wang
, Qinghua Lu
, Tao Wang, Mu Gu, Yonglin Tian
, Fei-Yue Wang
:
Homophily Learning-Based Federated Intelligence: A Case Study on Industrial IoT Equipment Failure Prediction. IEEE Internet Things J. 10(8, April 15): 7356-7365 (2023) - [j54]Yue Liu
, Qinghua Lu
, Liming Zhu, Hye-Young Paik
, Mark Staples
:
A systematic literature review on blockchain governance. J. Syst. Softw. 197: 111576 (2023) - [j53]Qinghua Lu
, Liming Zhu, Xiwei Xu
, Jon Whittle
:
Responsible-AI-by-Design: A Pattern Collection for Designing Responsible Artificial Intelligence Systems. IEEE Softw. 40(3): 63-71 (2023) - [c85]Yue Tan, Yixin Liu, Guodong Long, Jing Jiang, Qinghua Lu, Chengqi Zhang:
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing. AAAI 2023: 9953-9961 - [c84]Boming Xia, Qinghua Lu, Harsha Perera, Liming Zhu, Zhenchang Xing, Yue Liu, Jon Whittle:
Towards Concrete and Connected AI Risk Assessment (C2AIRA): A Systematic Mapping Study. CAIN 2023: 104-116 - [c83]Rahma Mukta, Rue C. Teh, Hye-Young Paik, Qinghua Lu, Salil S. Kanhere:
VCTP: A Verifiable Credential-Based Trust Propagation Protocol for Personal Issuers in Self-Sovereign Identity Platforms. DAPPS 2023: 109-118 - [c82]Lam Duc Nguyen, James Hoang, Qin Wang, Qinghua Lu, Sherry Xu, Shiping Chen:
BDSP: A Fair Blockchain-enabled Framework for Privacy-Enhanced Enterprise Data Sharing. ICBC 2023: 1-9 - [c81]Yue Liu, Qinghua Lu, Guangsheng Yu, Hye-Young Paik, Liming Zhu:
A Pattern-Oriented Reference Architecture for Governance-Driven Blockchain Systems. ICSA 2023: 23-34 - [c80]Yanqi Su, Zheming Han, Zhenchang Xing, Xiwei Xu, Liming Zhu, Qinghua Lu:
SoapOperaTG: A Tool for System Knowledge Graph Based Soap Opera Test Generation. ICSE Companion 2023: 51-54 - [c79]Jiamou Sun, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Liming Zhu:
A Multi-faceted Vulnerability Searching Website Powered by Aspect-level Vulnerability Knowledge Graph. ICSE Companion 2023: 60-63 - [c78]Jiamou Sun, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Liming Zhu, Thong Hoang, Dehai Zhao:
Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation. ICSE 2023: 970-982 - [c77]Zejun Zhang, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu, Qinghua Lu:
Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence. ICSE 2023: 1495-1507 - [c76]Boming Xia, Tingting Bi, Zhenchang Xing, Qinghua Lu, Liming Zhu:
An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead. ICSE 2023: 2630-2642 - [c75]Conrad Sanderson, David Douglas, Qinghua Lu
:
Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects. IJCNN 2023: 1-7 - [c74]Yanqi Su, Zheming Han, Zhipeng Gao, Zhenchang Xing, Qinghua Lu, Xiwei Xu:
Still Confusing for Bug-Component Triaging? Deep Feature Learning and Ensemble Setting to Rescue. ICPC 2023: 316-327 - [c73]Zhou Yang, Chenyu Wang, Jieke Shi, Thong Hoang, Pavneet Singh Kochhar, Qinghua Lu, Zhenchang Xing, David Lo:
What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub Issues. MSR 2023: 79-91 - [e2]Claudio A. Ardagna, Nimanthi L. Atukorala, Carl K. Chang, Jing Fan, Geoffrey C. Fox, Sumi Helal, Zhi Jin, Qinghua Lu, Tiberiu Seceleanu, Stephen S. Yau:
IEEE International Conference on Software Services Engineering, SSE 2023, Chicago, IL, USA, July 2-8, 2023. IEEE 2023, ISBN 979-8-3503-4075-4 [contents] - [i64]Qing Huang, Yanbang Sun, Zhenchang Xing, Min Yu, Xiwei Xu, Qinghua Lu:
API Entity and Relation Joint Extraction from Text via Dynamic Prompt-tuned Language Model. CoRR abs/2301.03987 (2023) - [i63]Boming Xia, Tingting Bi, Zhenchang Xing, Qinghua Lu, Liming Zhu:
An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead. CoRR abs/2301.05362 (2023) - [i62]Qinghua Lu, Yuxiu Luo, Liming Zhu, MingJian Tang, Xiwei Xu, Jon Whittle:
Operationalising Responsible AI Using a Pattern-Oriented Approach: A Case Study on Chatbots in Financial Services. CoRR abs/2301.05517 (2023) - [i61]Boming Xia, Qinghua Lu, Harsha Perera, Liming Zhu, Zhenchang Xing, Yue Liu, Jon Whittle:
A Survey on AI Risk Assessment Frameworks. CoRR abs/2301.11616 (2023) - [i60]Zejun Zhang, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu, Qinghua Lu:
Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence. CoRR abs/2301.12633 (2023) - [i59]Dawen Zhang, Shidong Pan, Thong Hoang, Zhenchang Xing, Mark Staples, Xiwei Xu, Lina Yao, Qinghua Lu, Liming Zhu:
To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods. CoRR abs/2302.03350 (2023) - [i58]Jiamou Sun, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Liming Zhu, Thong Hoang, Dehai Zhao:
Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation. CoRR abs/2302.07445 (2023) - [i57]Linh T. Nguyen, Lam Duc Nguyen, Thong Hoang, H. M. N. Dilum Bandara, Qin Wang, Qinghua Lu, Xiwei Xu, Liming Zhu, Petar Popovski, Shiping Chen:
Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challenges. CoRR abs/2303.06546 (2023) - [i56]Zhou Yang, Chenyu Wang, Jieke Shi, Thong Hoang, Pavneet Singh Kochhar, Qinghua Lu, Zhenchang Xing, David Lo:
What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub Issues. CoRR abs/2303.09795 (2023) - [i55]Zhengxin Fang, Yi Yuan, Jingyu Zhang, Yue Liu, Yuechen Mu, Qinghua Lu, Xiwei Xu, Jeff Wang, Chen Wang, Shuai Zhang, Shiping Chen:
MLOps Spanning Whole Machine Learning Life Cycle: A Survey. CoRR abs/2304.07296 (2023) - [i54]Conrad Sanderson, David Douglas, Qinghua Lu:
Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects. CoRR abs/2304.08275 (2023) - [i53]Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Jon Whittle:
Towards Responsible AI in the Era of ChatGPT: A Reference Architecture for Designing Foundation Model-based AI Systems. CoRR abs/2304.11090 (2023) - [i52]Tingting Bi, Boming Xia, Zhenchang Xing, Qinghua Lu, Liming Zhu:
On the Way to SBOMs: Investigating Design Issues and Solutions in Practice. CoRR abs/2304.13261 (2023) - [i51]Qing Huang, Zishuai Li, Zhenchang Xing, Zhengkang Zuo, Xin Peng, Xiwei Xu, Qinghua Lu:
Answering Uncertain, Under-Specified API Queries Assisted by Knowledge-Aware Human-AI Dialogue. CoRR abs/2304.14163 (2023) - [i50]Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Jon Whittle:
A Framework for Designing Foundation Model based Systems. CoRR abs/2305.05352 (2023) - [i49]Sung Une Lee, Harsha Perera, Boming Xia, Yue Liu, Qinghua Lu, Liming Zhu, Olivier Salvado, Jon Whittle:
QB4AIRA: A Question Bank for AI Risk Assessment. CoRR abs/2305.09300 (2023) - [i48]Qing Huang, Zhou Zou, Zhenchang Xing, Zhenkang Zuo, Xiwei Xu, Qinghua Lu:
AI Chain on Large Language Model for Unsupervised Control Flow Graph Generation for Statically-Typed Partial Code. CoRR abs/2306.00757 (2023) - [i47]Zhenchang Xing, Qing Huang, Yu Cheng, Liming Zhu, Qinghua Lu, Xiwei Xu:
Prompt Sapper: LLM-Empowered Software Engineering Infrastructure for AI-Native Services. CoRR abs/2306.02230 (2023) - [i46]Mengyu Chen, Zhenchang Xing, Jieshan Chen, Chunyang Chen, Qinghua Lu:
Enhancing Virtual Assistant Intelligence: Precise Area Targeting for Instance-level User Intents beyond Metadata. CoRR abs/2306.04163 (2023) - [i45]Sin Kit Lo, Yue Liu, Guangsheng Yu, Qinghua Lu, Xiwei Xu, Liming Zhu:
Distributed Trust Through the Lens of Software Architecture. CoRR abs/2306.08056 (2023) - [i44]Shidong Pan, Thong Hoang, Dawen Zhang, Zhenchang Xing, Xiwei Xu, Qinghua Lu, Mark Staples:
Toward the Cure of Privacy Policy Reading Phobia: Automated Generation of Privacy Nutrition Labels From Privacy Policies. CoRR abs/2306.10923 (2023) - [i43]Yu Cheng, Jieshan Chen, Qing Huang, Zhenchang Xing, Xiwei Xu, Qinghua Lu:
Prompt Sapper: A LLM-Empowered Production Tool for Building AI Chains. CoRR abs/2306.12028 (2023) - [i42]Boming Xia, Dawen Zhang, Yue Liu, Qinghua Lu, Zhenchang Xing, Liming Zhu:
Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future. CoRR abs/2307.02088 (2023) - [i41]Dawen Zhang, Thong Hoang, Shidong Pan, Yongquan Hu, Zhenchang Xing, Mark Staples, Xiwei Xu, Qinghua Lu, Aaron Quigley:
Test-takers have a say: understanding the implications of the use of AI in language tests. CoRR abs/2307.09885 (2023) - [i40]Thong Hoang, Hoa Khanh Dam, Tingting Bi, Qinghua Lu, Zhenchang Xing, Liming Zhu, Lam Duc Nguyen, Shiping Chen:
Quantum Software Analytics: Opportunities and Challenges. CoRR abs/2307.11305 (2023) - [i39]Rahma Mukta, Rue C. Teh, Hye-young Paik, Qinghua Lu, Salil S. Kanhere:
VCTP: A Verifiable Credential-based Trust Propagation Protocol for Personal Issuers in Self-Sovereign Identity Platforms. CoRR abs/2308.01539 (2023) - [i38]Jieshan Chen, Jiamou Sun, Sidong Feng, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Chunyang Chen:
Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile Applications. CoRR abs/2308.05898 (2023) - [i37]Yue Liu, Qinghua Lu, Liming Zhu, Hye-Young Paik:
Decentralised Governance for Foundation Model based AI Systems: Exploring the Role of Blockchain in Responsible AI. CoRR abs/2308.05962 (2023) - 2022
- [j52]Rahma Mukta
, Hye-young Paik
, Qinghua Lu
, Salil S. Kanhere
:
A survey of data minimisation techniques in blockchain-based healthcare. Comput. Networks 205: 108766 (2022) - [j51]Sin Kit Lo
, Qinghua Lu
, Chen Wang
, Hye-Young Paik
, Liming Zhu:
A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective. ACM Comput. Surv. 54(5): 95:1-95:39 (2022) - [j50]Weishan Zhang
, Gang Sun, Liang Xu, Qinghua Lu
, Huansheng Ning
, Peiying Zhang
, Su Yang
:
A Trustworthy Safety Inspection Framework Using Performance-Security Balanced Blockchain. IEEE Internet Things J. 9(11): 8178-8190 (2022) - [j49]Peiying Zhang
, Chao Wang
, Chunxiao Jiang
, Neeraj Kumar
, Qinghua Lu
:
Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm. IEEE Internet Things J. 9(22): 22071-22080 (2022) - [j48]Yue Liu
, Qinghua Lu
, Guangsheng Yu, Hye-Young Paik
, Liming Zhu:
Defining blockchain governance principles: A comprehensive framework. Inf. Syst. 109: 102090 (2022) - [j47]Sin Kit Lo
, Qinghua Lu
, Liming Zhu, Hye-Young Paik
, Xiwei Xu
, Chen Wang
:
Architectural patterns for the design of federated learning systems. J. Syst. Softw. 191: 111357 (2022) - [j46]Chang Zhang, Xiaorui Ren, Tao Zhu
, Fang Zhou
, Hong Liu, Qinghua Lu, Huansheng Ning:
Federated Markov Logic Network for indoor activity recognition in Internet of Things. Knowl. Based Syst. 253: 109553 (2022) - [j45]Jiehan Zhou
, Qinghua Lu
, Wenbin Dai
, Ray Y. Zhong
:
Guest Editorial: Special Section on Artificial Intelligence and Big Data Analytics for Cloud Manufacturing. IEEE Trans. Ind. Informatics 18(12): 8944-8947 (2022) - [c72]Yue Tan, Guodong Long, Lu Liu, Tianyi Zhou, Qinghua Lu, Jing Jiang, Chengqi Zhang
:
FedProto: Federated Prototype Learning across Heterogeneous Clients. AAAI 2022: 8432-8440 - [c71]Conrad Sanderson, Qinghua Lu
, David Douglas, Xiwei Xu
, Liming Zhu, Jon Whittle:
Towards Implementing Responsible AI. IEEE Big Data 2022: 5076-5081 - [c70]Rahma Mukta, Hye-Young Paik, Qinghua Lu, Salil S. Kanhere:
CredTrust: Credential Based Issuer Management for Trust in Self-Sovereign Identity. Blockchain 2022: 334-339 - [c69]Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Zhenchang Xing:
Towards a roadmap on software engineering for responsible AI. CAIN 2022: 101-112 - [c68]Ou Wu, Shanshan Li, Liwen Liu, He Zhang, Xin Zhou, Qinghua Lu:
Performance Modeling of Hyperledger Fabric 2.0. EASE 2022: 357-365 - [c67]Yue Liu
, Qinghua Lu
, Guangsheng Yu
, Hye-Young Paik
, Harsha Perera
, Liming Zhu
:
A Pattern Language for Blockchain Governance. EuroPLoP 2022: 28:1-28:16 - [c66]Oscar Golding, Guangsheng Yu, Qinghua Lu, Xiwei Xu:
Carboncoin: Blockchain Tokenization of Carbon Emissions with ESG-based Reputation. ICBC 2022: 1-5 - [c65]Xiwei Xu, Chen Wang, Zhen Wang, Qinghua Lu, Liming Zhu:
Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems. ICSE (SEIP) 2022: 145-146 - [c64]Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, David Douglas, Conrad Sanderson:
Software engineering for Responsible AI: An empirical study and operationalised patterns. ICSE (SEIP) 2022: 241-242 - [c63]Jiamou Sun, Zhenchang Xing, Xiwei Xu, Liming Zhu, Qinghua Lu:
Heterogeneous Vulnerability Report Traceability Recovery by Vulnerability Aspect Matching. ICSME 2022: 175-186 - [c62]Yanqi Su
, Zheming Han
, Zhenchang Xing
, Xin Xia
, Xiwei Xu
, Liming Zhu
, Qinghua Lu
:
Constructing a System Knowledge Graph of User Tasks and Failures from Bug Reports to Support Soap Opera Testing. ASE 2022: 26:1-26:13 - [c61]Qing Huang
, Zhiqiang Yuan
, Zhenchang Xing
, Xiwei Xu, Liming Zhu
, Qinghua Lu
:
Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code. ASE 2022: 79:1-79:13 - [e1]Andrea Marrella
, Raimundas Matulevicius
, Renata Gabryelczyk
, Bernhard Axmann
, Vesna Bosilj-Vuksic
, Walid Gaaloul
, Mojca Indihar Stemberger
, Andrea Ko
, Qinghua Lu
:
Business Process Management: Blockchain, Robotic Process Automation, and Central and Eastern Europe Forum - BPM 2022 Blockchain, RPA, and CEE Forum, Münster, Germany, September 11-16, 2022, Proceedings. Lecture Notes in Business Information Processing 459, Springer 2022, ISBN 978-3-031-16167-4 [contents] - [i36]Peiying Zhang, Chao Wang, Chunxiao Jiang, Neeraj Kumar, Qinghua Lu:
Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm. CoRR abs/2202.01375 (2022) - [i35]Yue Liu, Qinghua Lu, Guangsheng Yu, Hye-Young Paik, Harsha Perera, Liming Zhu:
A Pattern Collection for Blockchain Governance. CoRR abs/2203.00268 (2022) - [i34]Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle:
Responsible-AI-by-Design: a Pattern Collection for Designing Responsible AI Systems. CoRR abs/2203.00905 (2022) - [i33]Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Zhenchang Xing:
Towards a Roadmap on Software Engineering for Responsible AI. CoRR abs/2203.08594 (2022) - [i32]Sin Kit Lo, Qinghua Lu, Hye-Young Paik, Liming Zhu:
A Decision Model for Federated Learning Architecture Pattern Selection. CoRR abs/2204.13291 (2022) - [i31]Conrad Sanderson, Qinghua Lu, David Douglas, Xiwei Xu, Liming Zhu, Jon Whittle:
Towards Operationalising Responsible AI: An Empirical Study. CoRR abs/2205.04358 (2022) - [i30]Qing Huang, Zhiqiang Yuan, Zhenchang Xing, Xiwei Xu, Liming Zhu, Qinghua Lu:
Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code. CoRR abs/2208.05361 (2022) - [i29]Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Didar Zowghi, Aurelie Jacquet:
Responsible AI Pattern Catalogue: A Multivocal Literature Review. CoRR abs/2209.04963 (2022) - [i28]Yue Liu, Qinghua Lu, Guangsheng Yu, Hye-Young Paik, Liming Zhu:
BGRA: A Reference Architecture for Blockchain Governance. CoRR abs/2211.04811 (2022) - [i27]Yue Tan, Yixin Liu, Guodong Long, Jing Jiang, Qinghua Lu, Chengqi Zhang:
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing. CoRR abs/2211.13009 (2022) - [i26]Qing Huang, Dianshu Liao, Zhenchang Xing, Zhiqiang Yuan, Qinghua Lu, Xiwei Xu, Jiaxing Lu:
SE Factual Knowledge in Frozen Giant Code Model: A Study on FQN and its Retrieval. CoRR abs/2212.08221 (2022) - [i25]Lam Duc Nguyen, James Hoang, Qin Wang, Qinghua Lu, Sherry Xu, Shiping Chen:
BDSP: A Fair Blockchain-enabled Framework for Privacy-Enhanced Enterprise Data Sharing. CoRR abs/2212.11128 (2022) - 2021
- [j44]Yue Liu
, Qinghua Lu, Shiping Chen
, Qiang Qu
, Hugo O'Connor, Kim-Kwang Raymond Choo, He Zhang:
Capability-based IoT access control using blockchain. Digit. Commun. Networks 7(4): 463-469 (2021) - [j43]Mohammed Amine Bouras
, Qinghua Lu
, Sahraoui Dhelim
, Huansheng Ning
:
A Lightweight Blockchain-Based IoT Identity Management Approach. Future Internet 13(2): 24 (2021) - [j42]Md. Shamsujjoha
, John Grundy
, Li Li
, Hourieh Khalajzadeh
, Qinghua Lu
:
Developing Mobile Applications Via Model Driven Development: A Systematic Literature Review. Inf. Softw. Technol. 140: 106693 (2021) - [j41]Laizhong Cui
, Ziteng Chen
, Shu Yang
, Zhongxing Ming
, Qi Li
, Yipeng Zhou
, Shiping Chen
, Qinghua Lu
:
A Blockchain-Based Containerized Edge Computing Platform for the Internet of Vehicles. IEEE Internet Things J. 8(4): 2395-2408 (2021) - [j40]Weishan Zhang
, Qinghua Lu
, Qiuyu Yu
, Zhaotong Li, Yue Liu
, Sin Kit Lo
, Shiping Chen
, Xiwei Xu
, Liming Zhu
:
Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT. IEEE Internet Things J. 8(7): 5926-5937 (2021) - [j39]Weishan Zhang
, Tao Zhou
, Qinghua Lu
, Xiao Wang
, Chunsheng Zhu
, Haoyun Sun, Zhipeng Wang, Sin Kit Lo
, Fei-Yue Wang
:
Dynamic-Fusion-Based Federated Learning for COVID-19 Detection. IEEE Internet Things J. 8(21): 15884-15891 (2021) - [j38]Yue Liu
, Qinghua Lu, Chunsheng Zhu
, Qiuyu Yu:
A blockchain-based platform architecture for multimedia data management. Multim. Tools Appl. 80(20): 30707-30723 (2021) - [j37]Peiying Zhang, Chao Wang, Neeraj Kumar
, Chunxiao Jiang, Qinghua Lu, Kim-Kwang Raymond Choo
, Joel J. P. C. Rodrigues:
Artificial Intelligence Technologies for COVID-19-Like Epidemics: Methods and Challenges. IEEE Netw. 35(3): 27-33 (2021) - [j36]Mohammed Amine Bouras
, Boming Xia, Adnan Omer Abuassba
, Huansheng Ning
, Qinghua Lu:
IoT-CCAC: a blockchain-based consortium capability access control approach for IoT. PeerJ Comput. Sci. 7: e455 (2021) - [j35]Qinghua Lu
, An Binh Tran, Ingo Weber
, Hugo O'Connor, Paul Rimba, Xiwei Xu
, Mark Staples, Liming Zhu
, Ross Jeffery:
Integrated model-driven engineering of blockchain applications for business processes and asset management. Softw. Pract. Exp. 51(5): 1059-1079 (2021) - [j34]Qinghua Lu
, An Binh Tran, Ingo Weber, Hugo O'Connor, Paul Rimba, Xiwei Xu, Mark Staples, Liming Zhu
, Ross Jeffery:
Featured Cover. Softw. Pract. Exp. 51(5): i (2021) - [j33]Jiehan Zhou, Qinghua Lu, Wenbin Dai, Enrique Herrera-Viedma:
Guest Editorial: Federated Learning for Industrial IoT in Industry 4.0. IEEE Trans. Ind. Informatics 17(12): 8438-8441 (2021) - [c60]Sin Kit Lo
, Qinghua Lu
, Hye-Young Paik
, Liming Zhu
:
FLRA: A Reference Architecture for Federated Learning Systems. ECSA 2021: 83-98 - [c59]Qinghua Lu, Xiwei Xu, H. M. N. Dilum Bandara, Shiping Chen, Liming Zhu:
Patterns for Blockchain-Based Payment Applications. EuroPLoP 2021: 28:1-28:17 - [c58]Xiwei Xu
, H. M. N. Dilum Bandara
, Qinghua Lu
, Ingo Weber, Len Bass, Liming Zhu:
A Decision Model for Choosing Patterns in Blockchain-Based Applications. ICSA 2021: 47-57 - [c57]Md. Shamsujjoha, John C. Grundy, Li Li, Hourieh Khalajzadeh
, Qinghua Lu:
Checking App Behavior Against App Descriptions: What If There are No App Descriptions? ICPC 2021: 422-432 - [c56]Shuang Ao, Tianyi Zhou, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang:
CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum. NeurIPS 2021: 10444-10456 - [c55]Md. Shamsujjoha
, John Grundy, Li Li, Hourieh Khalajzadeh
, Qinghua Lu:
Human-Centric Issues in eHealth App Development and Usage: A Preliminary Assessment. SANER 2021: 506-510 - [i24]Sin Kit Lo
, Qinghua Lu, Liming Zhu, Hye-young Paik, Xiwei Xu, Chen Wang:
Architectural Patterns for the Design of Federated Learning Systems. CoRR abs/2101.02373 (2021) - [i23]Qinghua Lu, Xiwei Xu, H. M. N. Dilum Bandara, Shiping Chen, Liming Zhu:
Design Patterns for Blockchain-Based Payment Applications. CoRR abs/2102.09810 (2021) - [i22]Md. Shamsujjoha, John C. Grundy, Li Li, Hourieh Khalajzadeh, Qinghua Lu:
Checking App Behavior Against App Descriptions: What If There are No App Descriptions? CoRR abs/2103.11668 (2021) - [i21]Md. Shamsujjoha, John C. Grundy, Li Li, Hourieh Khalajzadeh, Qinghua Lu:
Human-Centric Issues in eHealth App Development and Usage: A Preliminary Assessment. CoRR abs/2104.01426 (2021) - [i20]Jiehan Zhou, Shouhua Zhang, Qinghua Lu, Wenbin Dai, Min Chen, Xin Liu, Susanna Pirttikangas, Yang Shi, Weishan Zhang, Enrique Herrera-Viedma:
A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things. CoRR abs/2104.10501 (2021) - [i19]Yue Liu, Qinghua Lu, Liming Zhu, Hye-Young Paik, Mark Staples:
A Systematic Literature Review on Blockchain Governance. CoRR abs/2105.05460 (2021) - [i18]Liming Zhu, Xiwei Xu, Qinghua Lu, Guido Governatori, Jon Whittle:
AI and Ethics - Operationalising Responsible AI. CoRR abs/2105.08867 (2021) - [i17]Sin Kit Lo, Qinghua Lu, Hye-Young Paik, Liming Zhu:
FLRA: A Reference Architecture for Federated Learning Systems. CoRR abs/2106.11570 (2021) - [i16]Sin Kit Lo, Yue Liu, Qinghua Lu, Chen Wang, Xiwei Xu, Hye-Young Paik, Liming Zhu:
Blockchain-based Trustworthy Federated Learning Architecture. CoRR abs/2108.06912 (2021) - [i15]