J. Grundy

Most-cited papers

A Survey on Deep Learning for Software Engineering
Yanming Yang, Xin Xia, David Lo, J. Grundy
2020ACM Computing Surveys248 citations Open access
Semantic Scholar
Online Collaborative Data Caching in Edge Computing
Xiaoyu Xia, Feifei Chen, Qiang He, J. Grundy +2 more
2021IEEE Transactions on Parallel and Distributed Systems208 citations Open access
Semantic Scholar
Automatic Feature Learning for Predicting Vulnerable Software Components
H. Dam, T. Tran, Trang Pham, Shi-En-Wee Ng +2 more
2021IEEE Transactions on Software Engineering182 citations Open access
Semantic Scholar
DefectChecker: Automated Smart Contract Defect Detection by Analyzing EVM Bytecode
Jiachi Chen, Xin Xia, David Lo, J. Grundy +2 more
2020IEEE Transactions on Software Engineering153 citations Open access
Semantic Scholar
Cost-Effective App Data Distribution in Edge Computing
Xiaoyu Xia, Feifei Chen, Qiang He, J. Grundy +2 more
2021IEEE Transactions on Parallel and Distributed Systems152 citations Open access
Semantic Scholar
An Empirical Study of Model-Agnostic Techniques for Defect Prediction Models
Jirayus Jiarpakdee, C. Tantithamthavorn, H. Dam, J. Grundy
2020IEEE Transactions on Software Engineering148 citations
Semantic Scholar
Checking Smart Contracts With Structural Code Embedding
Zhipeng Gao, Ling-Xiao Jiang, Xin Xia, David Lo +1 more
2020IEEE Transactions on Software Engineering137 citations Open access
Semantic Scholar
Accessibility in Software Practice: A Practitioner’s Perspective
Ting-Ting Bi, Xin Xia, David Lo, J. Grundy +2 more
2021ACM Transactions on Software Engineering and Methodology117 citations Open access
Semantic Scholar
Opportunities and Challenges in Code Search Tools
Chao Liu, Xin Xia, David Lo, Cuiyun Gao +2 more
2020ACM Computing Surveys116 citations Open access
Semantic Scholar
Wireframe-based UI Design Search through Image Autoencoder
Jie-Shan Chen, Chunyang Chen, Zhen-Chang Xing, Xin Xia +3 more
2020ACM Transactions on Software Engineering and Methodology104 citations Open access
Semantic Scholar
On the Impact of Sample Duplication in Machine-Learning-Based Android Malware Detection
Yan-Jie Zhao, Li Li, Hao-Yu Wang, Haipeng Cai +3 more
2021ACM Transactions on Software Engineering and Methodology88 citations Open access
Semantic Scholar
Explainable AI for Software Engineering
C. Tantithamthavorn, Jirayus Jiarpakdee, J. Grundy
2020International Conference on Automated Software Engineering85 citations
Semantic Scholar
Practitioners’ Perceptions of the Goals and Visual Explanations of Defect Prediction Models
Jirayus Jiarpakdee, C. Tantithamthavorn, J. Grundy
2021IEEE Working Conference on Mining Software Repositories80 citations Open access
Semantic Scholar
Context-aware Retrieval-based Deep Commit Message Generation
Hao-Ye Wang, Xin Xia, D. Lo, Qiang He +2 more
2021ACM Transactions on Software Engineering and Methodology78 citations Open access
Semantic Scholar
Cost-Effective App User Allocation in an Edge Computing Environment
Phu Lai, Qiang He, J. Grundy, Feifei Chen +3 more
2022IEEE Transactions on Cloud Computing74 citations Open access
Semantic Scholar
Generating Question Titles for Stack Overflow from Mined Code Snippets
Zhipeng Gao, Xin Xia, J. Grundy, David Lo +1 more
2020ACM Transactions on Software Engineering and Methodology66 citations Open access
Semantic Scholar
The Effects of Human Aspects on the Requirements Engineering Process: A Systematic Literature Review
Dulaji Hidellaarachchi, J. Grundy, Rashina Hoda, Kashumi Madampe
2021IEEE Transactions on Software Engineering65 citations Open access
Semantic Scholar
Diversified Third-Party Library Prediction for Mobile App Development
Qiang He, Bo Li, Feifei Chen, J. Grundy +2 more
2022IEEE Transactions on Software Engineering64 citations Open access
Semantic Scholar
On the Replicability and Reproducibility of Deep Learning in Software Engineering
Chao Liu, Cuiyun Gao, Xin Xia, David Lo +2 more
2020ACM Transactions on Software Engineering and Methodology62 citations Open access
Semantic Scholar
A First Look at Human Values-Violation in App Reviews
Humphrey O. Obie, Waqar Hussain, Xin Xia, J. Grundy +4 more
20202021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS)59 citations Open access
Semantic Scholar
What’s up with Requirements Engineering for Artificial Intelligence Systems?
Khlood Ahmad, Muneera Bano, Mohamed Abdelrazek, Chetan Arora +1 more
2021IEEE International Requirements Engineering Conference55 citations Open access
Semantic Scholar
QoE-aware user allocation in edge computing systems with dynamic QoS
Phu Lai, Qiang He, Guangming Cui, Xiaoyu Xia +5 more
2020Future generations computer systems54 citations Open access
Semantic Scholar
Predictive Models in Software Engineering: Challenges and Opportunities
Yanming Yang, Xin Xia, David Lo, Ting-Ting Bi +2 more
2020ACM Transactions on Software Engineering and Methodology53 citations Open access
Semantic Scholar
A comprehensive comparative study of clustering-based unsupervised defect prediction models
Zhou Xu, Li Li, Meng Yan, Jin Liu +4 more
2021Journal of Systems and Software52 citations
Semantic Scholar
AndroZooOpen: Collecting Large-scale Open Source Android Apps for the Research Community
Pei Liu, Li Li, Yan-Jie Zhao, Xiaoyu Sun +1 more
2020IEEE Working Conference on Mining Software Repositories51 citations
Semantic Scholar
Automating the removal of obsolete TODO comments
Zhipeng Gao, Xin Xia, D. Lo, J. Grundy +1 more
2021ESEC/SIGSOFT FSE48 citations Open access
Semantic Scholar
Constrained App Data Caching Over Edge Server Graphs in Edge Computing Environment
Xiaoyu Xia, Feifei Chen, J. Grundy, Mohamed Abdelrazek +2 more
2022IEEE Transactions on Services Computing45 citations Open access
Semantic Scholar
SQAPlanner: Generating Data-Informed Software Quality Improvement Plans
Dilini Sewwandi Rajapaksha, C. Tantithamthavorn, Jirayus Jiarpakdee, C. Bergmeir +2 more
2021IEEE Transactions on Software Engineering43 citations Open access
Semantic Scholar
Technical Q8A Site Answer Recommendation via Question Boosting
Zhipeng Gao, Xin Xia, D. Lo, J. Grundy
2020ACM Transactions on Software Engineering and Methodology43 citations Open access
Semantic Scholar
Operationalizing Human Values in Software Engineering: A Survey
Mojtaba Shahin, Waqar Hussain, Arif Nurwidyantoro, H. Perera +3 more
2021IEEE Access42 citations Open access
Semantic Scholar
A systematic review of scheduling approaches on multi-tenancy cloud platforms
Ru Jia, Yun Yang, J. Grundy, J. Keung +1 more
2020Information and Software Technology42 citations
Semantic Scholar
Dual-Component Deep Domain Adaptation: A New Approach for Cross Project Software Vulnerability Detection
Van Nguyen, Trung Le, O. Vel, Paul Montague +2 more
2020Pacific-Asia Conference on Knowledge Discovery and Data Mining39 citations Open access
Semantic Scholar
Dynamic User Allocation in Stochastic Mobile Edge Computing Systems
Phu Lai, Qiang He, Xiaoyu Xia, Feifei Chen +4 more
2022IEEE Transactions on Services Computing38 citations Open access
Semantic Scholar
Information-theoretic Source Code Vulnerability Highlighting
Van Nguyen, Trung Le, Olivier De Vel, Paul Montague +2 more
2021IEEE International Joint Conference on Neural Network38 citations
Semantic Scholar
Software Engineering for Internet of Things: The Practitioners' Perspective
Mahdi Fahmideh, Aakash Ahmed, Ali Behnaz, J. Grundy +1 more
2021IEEE Transactions on Software Engineering36 citations Open access
Semantic Scholar
HumaniSE: Approaches to Achieve More Human-Centric Software Engineering
J. Grundy, Hourieh Khalajzadeh, Jennifer McIntosh, Tanjila Kanij +1 more
2020International Conference on Evaluation of Novel Approaches to Software Engineering35 citations Open access
Semantic Scholar
Towards Human-centric Model-driven Software Engineering
J. Grundy, Hourieh Khalajzadeh, Jennifer McIntosh
2020International Conference on Evaluation of Novel Approaches to Software Engineering34 citations Open access
Semantic Scholar
An Empirical Study of Release Note Production and Usage in Practice
Ting-Ting Bi, Xin Xia, David Lo, J. Grundy +1 more
2022IEEE Transactions on Software Engineering33 citations Open access
Semantic Scholar
mHealth applications to support caregiver needs and engagement during stroke recovery: A content review.
Elton H. Lobo, A. Frølich, F. Kensing, L. Rasmussen +3 more
2020Research in Nursing and Health33 citations Open access
Semantic Scholar
Quality of Experience-Aware User Allocation in Edge Computing Systems: A Potential Game
Phu Lai, Qiang He, Guangming Cui, Feifei Chen +4 more
2020IEEE International Conference on Distributed Computing Systems33 citations Open access
Semantic Scholar
Interpreting Cloud Computer Vision Pain-Points: A Mining Study of Stack Overflow
Alex Cummaudo, Rajesh Vasa, Scott Barnett, J. Grundy +1 more
2020International Conference on Software Engineering32 citations
Semantic Scholar
The Emotional Roller Coaster of Responding to Requirements Changes in Software Engineering
Kashumi Madampe, Rashina Hoda, J. Grundy
2021IEEE Transactions on Software Engineering31 citations Open access
Semantic Scholar
Actionable Analytics: Stop Telling Me What It Is; Please Tell Me What To Do
C. Tantithamthavorn, Jirayus Jiarpakdee, J. Grundy
2021IEEE Software30 citations
Semantic Scholar
Identifying and Characterizing Silently-Evolved Methods in the Android API
Pei Liu, Li Li, Yichun Yan, M. Fazzini +1 more
20212021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)29 citations Open access
Semantic Scholar
Unveiling the Mystery of API Evolution in Deep Learning Frameworks: A Case Study of Tensorflow 2
Ze-Jun Zhang, Yanming Yang, Xin Xia, David Lo +2 more
20212021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)28 citations Open access
Semantic Scholar
COVID-19 vs Social Media Apps: Does Privacy Really Matter?
O. Haggag, Sherif Haggag, J. Grundy, Mohamed Abdelrazek
20212021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS)25 citations Open access
Semantic Scholar
Human-centric Software Engineering for Next Generation Cloud- and Edge-based Smart Living Applications
J. Grundy
2020IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing25 citations
Semantic Scholar
Impact of End User Human Aspects on Software Engineering
J. Grundy
2021International Conference on Evaluation of Novel Approaches to Software Engineering23 citations Open access
Semantic Scholar
Human-Centric Issues in eHealth App Development and Usage: A Preliminary Assessment
M. Shamsujjoha, J. Grundy, Li Li, Hourieh Khalajzadeh +1 more
2021IEEE International Conference on Software Analysis, Evolution, and Reengineering22 citations Open access
Semantic Scholar
An end-to-end model-based approach to support big data analytics development
Hourieh Khalajzadeh, Andrew J. Simmons, Mohamed Abdelrazek, J. Grundy +2 more
2020Journal of Computer Languages21 citations Open access
Semantic Scholar