Jacky Keung

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 79

Top Venues

Publications

Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study. CoRR (2024)
Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study. SANER (2024)
Xinrui He, Shuo Liu, Jacky Keung, Jingrui He
Co-clustering for Federated Recommender System. WWW (2024)
Shuo Feng, Jacky Keung, Yan Xiao, Peichang Zhang, Xiao Yu, Xiaochun Cao
Improving the undersampling technique by optimizing the termination condition for software defect prediction. Expert Syst. Appl. 235 (2024)
Yishu Li, Jacky Keung, Zhen Yang, Xiaoxue Ma, Jingyu Zhang, Shuo Liu
SimAC: simulating agile collaboration to generate acceptance criteria in user story elaboration. Autom. Softw. Eng. 31 (2) (2024)
Xiaoxue Ma, Huiqi Zou, Jacky Keung, Pinjia He, Yishu Li, Xiao Yu, Federica Sarro
On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations. CoRR (2024)
Xiaoxue Ma, Jacky Keung, Pinjia He, Yan Xiao, Xiao Yu, Yishu Li
A Semisupervised Approach for Industrial Anomaly Detection via Self-Adaptive Clustering. IEEE Trans. Ind. Informatics 20 (2) (2024)
Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky Keung
Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer. J. Syst. Softw. 200 (2023)
Fengji Zhang, Bei Chen, Yue Zhang, Jacky Keung, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation. EMNLP (2023)
Jingyu Zhang, Huitong Yang, Daijie Wu, Jacky Keung, Xuesong Li, Xinge Zhu, Yuexin Ma
Cross-Modal and Cross-Domain Knowledge Transfer for Label-Free 3D Segmentation. PRCV (3) (2023)
Yishu Li, Jacky Keung, Kwabena Ebo Bennin, Xiaoxue Ma, Yangyang Huang, Jingyu Zhang
Towards Requirements Engineering Activities for Machine Learning-Enabled FinTech Applications. APSEC (2023)
Kunsong Zhao, Zhou Xu, Meng Yan, Tao Zhang, Lei Xue, Ming Fan, Jacky Keung
The impact of class imbalance techniques on crashing fault residence prediction models. Empir. Softw. Eng. 28 (2) (2023)
Xiaoxue Ma, Jacky Keung, Zhen Yang, Xiao Yu, Yishu Li, Hao Zhang
CASMS: Combining clustering with attention semantic model for identifying security bug reports. Inf. Softw. Technol. 147 (2022)
Fengji Zhang, Xiao Yu, Jacky Keung, Fuyang Li, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information. Inf. Softw. Technol. 148 (2022)
Yutian Tang, Haoyu Wang, Xian Zhan, Xiapu Luo, Yajin Zhou, Hao Zhou, Qiben Yan, Yulei Sui, Jacky Keung
A Systematical Study on Application Performance Management Libraries for Apps. IEEE Trans. Software Eng. 48 (8) (2022)
Shuo Feng, Jacky Keung, Peichang Zhang, Yan Xiao, Miao Zhang
The impact of the distance metric and measure on SMOTE-based techniques in software defect prediction. Inf. Softw. Technol. 142 (2022)
Aiden Cheung, Jacky Keung
On the Scrutinization of the NFT Valuation Factors. APSEC (2022)
Xiao Yu, Jacky Keung, Yan Xiao, Shuo Feng, Fuyang Li, Heng Dai
Predicting the precise number of software defects: Are we there yet? Inf. Softw. Technol. 146 (2022)
Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Miao Zhang
Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction. Inf. Softw. Technol. 139 (2021)
Ru Jia, Yun Yang, John Grundy, Jacky Keung, Li Hao
A systematic review of scheduling approaches on multi-tenancy cloud platforms. Inf. Softw. Technol. 132 (2021)
Shuo Feng, Jacky Keung, Jie Liu, Yan Xiao, Xiao Yu, Miao Zhang
ROCT: Radius-based Class Overlap Cleaning Technique to Alleviate the Class Overlap Problem in Software Defect Prediction. COMPSAC (2021)
Zhen Yang, Jacky Keung, Md. Alamgir Kabir, Xiao Yu, Yutian Tang, Miao Zhang, Shuo Feng
AComNN: Attention enhanced Compound Neural Network for financial time-series forecasting with cross-regional features. Appl. Soft Comput. 111 (2021)
Yutian Tang, Haoyu Wang, Xian Zhan, Xiapu Luo, Yajin Zhou, Hao Zhou, Qiben Yan, Yulei Sui, Jacky Keung
A Systematical Study on Application Performance Management Libraries for Apps. CoRR (2021)
Zhou Xu, Tao Zhang, Jacky Keung, Meng Yan, Xiapu Luo, Xiaohong Zhang, Ling Xu, Yutian Tang
Feature selection and embedding based cross project framework for identifying crashing fault residence. Inf. Softw. Technol. 131 (2021)
Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts. ICPC (2021)
Jia Ru, Yun Yang, John C. Grundy, Jacky Keung, Li Hao
An efficient deadline constrained and data locality aware dynamic scheduling framework for multitenancy clouds. Concurr. Comput. Pract. Exp. 33 (5) (2021)
Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin
Investigating the Significance of the Bellwether Effect to Improve Software Effort Prediction: Further Empirical Study. CoRR (2021)
Md. Alamgir Kabir, Jacky Keung, Burak Turhan, Kwabena Ebo Bennin
Inter-release defect prediction with feature selection using temporal chunk-based learning: An empirical study. Appl. Soft Comput. 113 (Part) (2021)
Fengji Zhang, Jacky Keung, Xiao Yu, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information. CoRR (2021)
Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Kwabena Ebo Bennin, Md. Alamgir Kabir, Miao Zhang
COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction. Inf. Softw. Technol. 129 (2021)
Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts. CoRR (2021)
Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin
Investigating the Significance of Bellwether Effect to Improve Software Effort Estimation. CoRR (2021)
Zhen Yang, Jacky Keung, Miao Zhang, Yan Xiao, Yangyang Huang, Tik Hui
Smart Contracts Vulnerability Auditing with Multi-semantics. COMPSAC (2020)
Zhou Xu, Tao Zhang, Yifeng Zhang, Yutian Tang, Jin Liu, Xiapu Luo, Jacky Keung, Xiaohui Cui
Identifying Crashing Fault Residence Based on Cross Project Model. ISSRE (2019)
Shahid Hussain, Jacky Keung, Mohammad Khalid Sohail, Arif Ali Khan, Manzoor Ilahi
Automated framework for classification and selection of software design patterns. Appl. Soft Comput. 75 (2019)
Shahid Hussain, Jacky Keung, Mohammad Khalid Sohail, Arif Ali Khan, Ghufran Ahmad, Muhammad Rafiq Mufti, Hasan Ali Khattak
Methodology for the quantification of the effect of patterns and anti-patterns association on the software quality. IET Softw. 13 (5) (2019)
Jia Ru, Yun Yang, John Grundy, Jacky Keung, Li Hao
A Deadline Constrained Preemptive Scheduler Using Queuing Systems for Multi-Tenancy Clouds. CLOUD (2019)
Jia Ru, Yun Yang, John Grundy, Jacky Keung, Li Hao
A Highly Efficient Data Locality Aware Task Scheduler for Cloud-Based Systems. CLOUD (2019)
Shahid Hussain, Jacky Keung, Mohammad Khalid Sohail, Arif Ali Khan, Manzoor Ilahi, Ghufran Ahmad, Muhammad Rafiq Mufti, Muhammad Asim Noor
A methodology to rank the design patterns on the base of text relevancy. Soft Comput. 23 (24) (2019)
Arif Ali Khan, Jacky Keung, Mahmood Niazi, Shahid Hussain, Mohammad Shameem
GSEPIM: A roadmap for software process assessment and improvement in the domain of global software development. J. Softw. Evol. Process. 31 (1) (2019)
Zhou Xu, Shuai Li, Xiapu Luo, Jin Liu, Tao Zhang, Yutian Tang, Jun Xu, Peipei Yuan, Jacky Keung
TSTSS: A two-stage training subset selection framework for cross version defect prediction. J. Syst. Softw. 154 (2019)
Miao Zhang, Jacky Keung, Yan Xiao, Md. Alamgir Kabir, Shuo Feng
A Heuristic Approach to Break Cycles for the Class Integration Test Order Generation. COMPSAC (1) (2019)
Zhou Xu, Shuai Li, Jun Xu, Jin Liu, Xiapu Luo, Yifeng Zhang, Tao Zhang, Jacky Keung, Yutian Tang
LDFR: Learning deep feature representation for software defect prediction. J. Syst. Softw. 158 (2019)
Yan Xiao, Jacky Keung, Kwabena Ebo Bennin, Qing Mi
Improving bug localization with word embedding and enhanced convolutional neural networks. Inf. Softw. Technol. 105 (2019)
Kwabena Ebo Bennin, Jacky Keung, Passakorn Phannachitta, Akito Monden, Solomon Mensah
MAHAKIL: Diversity Based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction. IEEE Trans. Software Eng. 44 (6) (2018)
Qing Mi, Jacky Keung, Yan Xiao, Solomon Mensah, Yujin Gao
Improving code readability classification using convolutional neural networks. Inf. Softw. Technol. 104 (2018)
Yan Xiao, Jacky Keung, Qing Mi, Kwabena Ebo Bennin
Bug Localization with Semantic and Structural Features using Convolutional Neural Network and Cascade Forest. EASE (2018)
Arif Ali Khan, Jacky Keung, Shahid Hussain, Mahmood Niazi, Suzanne Kieffer
Systematic literature study for dimensional classification of success factors affecting process improvement in global software development: client-vendor perspective. IET Softw. 12 (4) (2018)
Solomon Mensah, Jacky Keung, Michael Franklin Bosu, Kwabena Ebo Bennin
Duplex output software effort estimation model with self-guided interpretation. Inf. Softw. Technol. 94 (2018)
Qing Mi, Jacky Keung, Yuqi Huo, Solomon Mensah
Not all bug reopens are negative: A case study on eclipse bug reports. Inf. Softw. Technol. 99 (2018)
Kwabena Ebo Bennin, Jacky Keung, Passakorn Phannachitta, Akito Monden, Solomon Mensah
MAHAKIL: diversity based oversampling approach to alleviate the class imbalance issue in software defect prediction. ICSE (2018)
Yan Xiao, Jacky Keung
Improving Bug Localization with Character-Level Convolutional Neural Network and Recurrent Neural Network. APSEC (2018)
Zhendong Shi, Jacky Keung, Kwabena Ebo Bennin, Xingjun Zhang
Comparing learning to rank techniques in hybrid bug localization. Appl. Soft Comput. 62 (2018)
Qing Mi, Jacky Keung, Yan Xiao, Solomon Mensah, Xiupei Mei
An Inception Architecture-Based Model for Improving Code Readability Classification. EASE (2018)
Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin
Investigating the Significance of the Bellwether Effect to Improve Software Effort Prediction: Further Empirical Study. IEEE Trans. Reliab. 67 (3) (2018)
Jialin Yang, Wing Kwong Chan, Yuen-Tak Yu, Jacky Keung
GBRAD: A General Framework to Evaluate Design Strategies for Hybrid Race Detection. COMPSAC (1) (2018)
Shahid Hussain, Jacky Keung, Arif Ali Khan, Awais Ahmad, Salvatore Cuomo, Francesco Piccialli, Gwanggil Jeon, Adnan Akhunzada
Implications of deep learning for the automation of design patterns organization. J. Parallel Distributed Comput. 117 (2018)
Solomon Mensah, Jacky Keung, Jeffrey Svajlenko, Kwabena Ebo Bennin, Qing Mi
On the value of a prioritization scheme for resolving Self-admitted technical debt. J. Syst. Softw. 135 (2018)
Yan Xiao, Jacky Keung, Kwabena Ebo Bennin, Qing Mi
Machine translation-based bug localization technique for bridging lexical gap. Inf. Softw. Technol. 99 (2018)
Shahid Hussain, Jacky Keung, Arif Ali Khan
Software design patterns classification and selection using text categorization approach. Appl. Soft Comput. 58 (2017)
Qing Mi, Yujin Gao, Jacky Keung, Yan Xiao, Solomon Mensah
Identifying Textual Features of High-Quality Questions: An Empirical Study on Stack Overflow. APSEC (2017)
Arif Ali Khan, Jacky Keung, Mahmood Niazi, Shahid Hussain, Awais Ahmad
Systematic literature review and empirical investigation of barriers to process improvement in global software development: Client-vendor perspective. Inf. Softw. Technol. 87 (2017)
Kwabena Ebo Bennin, Jacky Keung, Akito Monden
Impact of the Distribution Parameter of Data Sampling Approaches on Software Defect Prediction Models. APSEC (2017)
Solomon Mensah, Jacky Keung, Michael Franklin Bosu, Kwabena Ebo Bennin, Patrick Kwaku Kudjo
A Stratification and Sampling Model for Bellwether Moving Window. SEKE (2017)
Passakorn Phannachitta, Jacky Keung, Akito Monden, Kenichi Matsumoto
A stability assessment of solution adaptation techniques for analogy-based software effort estimation. Empir. Softw. Eng. 22 (1) (2017)
Shahid Hussain, Jacky Keung, Arif Ali Khan
The Effect of Gang-of-Four Design Patterns Usage on Design Quality Attributes. QRS (2017)
Shahid Hussain, Jacky Keung, Arif Ali Khan, Kwabena Ebo Bennin
Correlation between the Frequent Use of Gang-of-Four Design Patterns and Structural Complexity. APSEC (2017)
Arif Ali Khan, Jacky Keung, Mahmood Niazi, Shahid Hussain, He Zhang
Systematic Literature Reviews of Software Process Improvement: A Tertiary Study. EuroSPI (2017)
Yan Xiao, Jacky Keung, Qing Mi, Kwabena Ebo Bennin
Improving Bug Localization with an Enhanced Convolutional Neural Network. APSEC (2017)
Barbara A. Kitchenham, Lech Madeyski, David Budgen, Jacky Keung, Pearl Brereton, Stuart M. Charters, Shirley Gibbs, Amnart Pohthong
Robust Statistical Methods for Empirical Software Engineering. Empir. Softw. Eng. 22 (2) (2017)
Kwabena Ebo Bennin, Jacky Keung, Akito Monden, Passakorn Phannachitta, Solomon Mensah
The Significant Effects of Data Sampling Approaches on Software Defect Prioritization and Classification. ESEM (2017)
Solomon Mensah, Jacky Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin
Investigating the Significance of Bellwether Effect to Improve Software Effort Estimation. QRS (2017)
Qing Mi, Jacky Keung, Jianglin Huang, Yan Xiao
Using Eye Tracking Technology to Analyze the Impact of Stylistic Inconsistency on Code Readability. QRS Companion (2017)
Chung Man Tang, Jacky Keung, Yuen-Tak Yu, W. K. Chan
DFL: Dual-Service Fault Localization. QRS (2016)
Solomon Mensah, Jacky Keung, Kwabena Ebo Bennin, Michael Franklin Bosu
Multi-Objective Optimization for Software Testing Effort Estimation. SEKE (2016)
Qing Mi, Jacky Keung, Yang Yu
Measuring the Stylistic Inconsistency in Software Projects using Hierarchical Agglomerative Clustering. PROMISE (2016)
Kwabena Ebo Bennin, Koji Toda, Yasutaka Kamei, Jacky Keung, Akito Monden, Naoyasu Ubayashi
Empirical Evaluation of Cross-Release Effort-Aware Defect Prediction Models. QRS (2016)
Arif Ali Khan, Jacky Keung
Systematic review of success factors and barriers for software process improvement in global software development. IET Softw. 10 (5) (2016)
Qing Mi, Jacky Keung
An empirical analysis of reopened bugs based on open source projects. EASE (2016)
Arif Ali Khan, Jacky Keung, Shahid Hussain, Kwabena Ebo Bennin
Effects of Geographical, Socio-cultural and Temporal Distances on Communication in Global Software Development during Requirements Change Management - A Pilot Study. ENASE (2015)
Passakorn Phannachitta, Jacky Keung, Akito Monden, Ken-ichi Matsumoto
Scaling up analogy-based software effort estimation: a comparison of multiple hadoop implementation schemes. InnoSWDev@SIGSOFT FSE (2014)
Zhendong Shi, Jacky Keung, Qinbao Song
An empirical study of BM25 and BM25F based feature location techniques. InnoSWDev@SIGSOFT FSE (2014)
Zheng Li, Liam O'Brien, Jacky Keung, Xiwei Xu
Effort-Oriented Classification Matrix of Web Service Composition CoRR (2013)
Passakorn Phannachitta, Jacky Keung, Ken-ichi Matsumoto
An Empirical Experiment on Analogy-Based Software Cost Estimation with CUDA Framework. Australian Software Engineering Conference (2013)
Tim Menzies, Adam Brady, Jacky Keung, Jairus Hihn, Steve Williams, Oussama El-Rawas, Phillip Green II, Barry W. Boehm
Learning Project Management Decisions: A Case Study with Case-Based Reasoning versus Data Farming. IEEE Trans. Software Eng. 39 (12) (2013)
David Budgen, Barbara A. Kitchenham, Stuart M. Charters, Shirley Gibbs, Amnart Pohthong, Jacky Keung, Pearl Brereton
Lessons from Conducting a Distributed Quasi-experiment. ESEM (2013)
Bixin Li, Xiaobing Sun, Jacky Keung
FCA-CIA: An approach of using FCA to support cross-level change impact analysis for object oriented Java programs. Inf. Softw. Technol. 55 (8) (2013)
Jacky Keung, Ekrem Kocaguneli, Tim Menzies
Finding conclusion stability for selecting the best effort predictor in software effort estimation. Autom. Softw. Eng. 20 (4) (2013)
Zheng Li, Jacky Keung
Software Cost Estimation Framework for Service-Oriented Architecture Systems using Divide-and-Conquer Approach CoRR (2013)
Jia Ru, Jacky Keung
An Empirical Investigation on the Simulation of Priority and Shortest-Job-First Scheduling for Cloud-Based Software Systems. Australian Software Engineering Conference (2013)
Ekrem Kocaguneli, Tim Menzies, Jacky Keung, David R. Cok, Raymond J. Madachy
Active Learning and Effort Estimation: Finding the Essential Content of Software Effort Estimation Data. IEEE Trans. Software Eng. 39 (8) (2013)
Passakorn Phannachitta, Jacky Keung, Akito Monden, Ken-ichi Matsumoto
Improving Analogy-Based Software Cost Estimation through Probabilistic-Based Similarity Measures. APSEC (1) (2013)
John C. Grundy, Gerald Kaefer, Jacky Keung, Anna Liu
Guest Editors' Introduction: Software Engineering for the Cloud. IEEE Softw. 29 (2) (2012)
Sadeka Islam, Jacky Keung, Kevin Lee, Anna Liu
Empirical prediction models for adaptive resource provisioning in the cloud. Future Gener. Comput. Syst. 28 (1) (2012)
Jacky Keung, Fanny Kwok
Cloud Deployment Model Selection Assessment for SMEs: Renting or Buying a Cloud. UCC (2012)
Van T. K. Tran, Kevin Lee, Alan D. Fekete, Anna Liu, Jacky Keung
Size Estimation of Cloud Migration Projects with Cloud Migration Point (CMP). ESEM (2011)
Liang Zhao, Anna Liu, Jacky Keung
Evaluating Cloud Platform Architecture with the CARE Framework. APSEC (2010)
Zheng Li, Jacky Keung
Software Cost Estimation Framework for Service-Oriented Architecture Systems Using Divide-and-Conquer Approach. SOSE (2010)
Zheng Li, Liam O'Brien, He Zhang, Jacky Keung
Towards SOA implementation complexity measurement enlightened by organization theory. PROFES (2) (2010)
Jacky Keung
Software Development Cost Estimation Using Analogy: A Review. Australian Software Engineering Conference (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jacky Keung