Research Publications

ISET2026

Conference

From Fixes to Learning: Knowledge-Augmented Hierarchical Feedback for Programming Practice

Yuchen Cao, Yifei Wang, Jacky W. Keung, Jingyu Zhang

International Symposium on Educational Technology

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ISET2026

Conference

Fostering Critical Thinking by Integrating Case-Based Learning and Generative AI in a Closed-Loop Reflective Learning Environment

Hi Kuen Yu, Jacky W. Keung, Man On Wong, Yicheng Sun, Tianqing Xiao

International Symposium on Educational Technology

cite

TSE2026

Journal

An Empirical Study of Parameter-Efficient Fine-Tuning in Code Change Learning and Beyond.

Shuo Liu, Jacky W. Keung, Zhi Jin, Zhen Yang, Fang Liu, Hao Zhang

IEEE Transactions on Software Engineering · vol. 52, no. 1, pp. 3-21

DOI cite dblp

TOSEM2026

Journal

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair.

Wenqiang Luo, Jacky W. Keung, Boyang Yang, He Ye, Claire Le Goues, Tegawendé F. Bissyandé, Haoye Tian, Bach Le

ACM Transactions on Software Engineering and Methodology · vol. 35, no. 3, pp. 61:1-61:46

DOI cite dblp

FSE2026

Journal

Empirical Insights of Test Selection Metrics under Multiple Testing Objectives and Distribution Shifts.

Jingyu Zhang, Fan Wang, Jacky W. Keung, Yihan Liao, Yan Xiao, Lei Ma

ACM International Conference on the Foundations of Software Engineering · vol. 3, no. FSE, pp. 1288-1311

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JSS2026

Journal

LogMeta: A few-shot model-agnostic meta-learning framework for robust and adaptive log anomaly detection.

Yicheng Sun, Jacky W. Keung, Hi Kuen Yu, Wenqiang Luo

Journal of Systems and Software · vol. 235, pp. 112781

DOI cite dblp

JISA2026

Journal

FedDC: Efficient protection scheme based on chaotic system in federated learning.

Yihan Liao, Jacky W. Keung, Jingyu Zhang, Yurou Dai

Journal of Information Security and Applications · vol. 102, pp. 104559

DOI cite dblp

IST2026

Journal

Industrial log analysis revisited: A task-oriented evaluation of parsing and anomaly detection under real-world constraints.

Yicheng Sun, Jacky W. Keung, Xiaoxue Ma, Yihan Liao, Zhenyu Mao, Hi Kuen Yu

Information and Software Technology · vol. 198, pp. 108205

DOI cite dblp

ESE2026

Journal

R2ComSync: improving code-comment synchronization with in-context learning and reranking.

Zhen Yang, Hongyi Lin, Xiao Yu, Jacky W. Keung, Shuo Liu, Pak Yuen Patrick Chan, Yicheng Sun, Fengji Zhang

Empirical Software Engineering · vol. 31, no. 4, pp. 84

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ARXIV2026

Preprint

Refine After Generation: Toward Correct and Concise Patches in LLM-based Program Repair.

Wenqiang Luo, Jacky W. Keung, Xiaoyu Shi, Yicheng Sun, Boyang Yang, Zhou Yang, Haoye Tian

arXiv · vol. abs/2608.13292

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ARXIV2026

Preprint

NFR-to-Code Traceability in a Blockchain-IoT System: An Empirical Study.

Yifei Wang, Jacky W. Keung, Xiaoxue Ma, Shijie Zhang, Yishu Li

arXiv · vol. abs/2607.25325

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ARXIV2026

Preprint

To Answer or to Abstain: Mitigating Search-Agent Hallucinations via Abstention-Aware Reinforcement Learning.

Fengji Zhang, Tianyu Fan, Yuxiang Zheng, Xinyao Niu, Chengen Huang, Jacky W. Keung, Bei Chen

arXiv · vol. abs/2607.10738

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ARXIV2026

Preprint

Teaching Software Engineering with LLM and MCP Integration: From Classroom to Industry Practice.

Kehui Chen, Jacky W. Keung, Weining Li, Xiangbing Shao, Yishu Li, Xiaoxue Ma

arXiv · vol. abs/2606.19167

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ARXIV2026

Preprint

Understanding How Enterprises Adopt the Model Context Protocol for LLM-Driven Software Engineering.

Kehui Chen, Yicheng Sun, Jacky W. Keung, Zhenyu Mao, Xiaoxue Ma

arXiv · vol. abs/2606.09182

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ARXIV2026

Preprint

Making Sense of Scams: Understanding Scam Conversations Through Multi-Level Alignment.

Zhenyu Mao, Jacky W. Keung, Xiangyu Li, Yicheng Sun, Kehui Chen, Jingyu Zhang, Jialong Li

arXiv · vol. abs/2604.23973

DOI cite dblp

ARXIV2026

Preprint

UniAda: Universal Adaptive Multi-objective Adversarial Attack for End-to-End Autonomous Driving Systems.

Jingyu Zhang, Jacky W. Keung, Yan Xiao, Yihan Liao, Yishu Li, Xiaoxue Ma

arXiv · vol. abs/2604.23362

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ARXIV2026

Preprint

Empirical Insights of Test Selection Metrics under Multiple Testing Objectives and Distribution Shifts.

Jingyu Zhang, Fan Wang, Jacky W. Keung, Yihan Liao, Yan Xiao, Lei Ma

arXiv · vol. abs/2604.23342

DOI cite dblp

ARXIV2026

Preprint

R2Code: A Self-Reflective LLM Framework for Requirements-to-Code Traceability.

Yifei Wang, Jacky W. Keung, Xiaoxue Ma, Zhenyu Mao, Kehui Chen, Yishu Li

arXiv · vol. abs/2604.22432

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ARXIV2026

Preprint

An Empirical Study of Perceptions of General LLMs and Multimodal LLMs on Hugging Face.

Yujian Liu, Xiao Yu, Jacky W. Keung, Xing Hu, Xin Xia, Xiaoxue Ma

arXiv · vol. abs/2604.05782

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ARXIV2026

Preprint

SysTradeBench: An Iterative Build-Test-Patch Benchmark for Strategy-to-Code Trading Systems with Drift-Aware Diagnostics.

Yuchen Cao, Hanlin Zhang, Jacky W. Keung, Yang Chen, Linqi Song

arXiv · vol. abs/2604.04812

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ARXIV2026

Preprint

LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning.

Linquan Wu, Tianxiang Jiang, Yifei Dong, Haoyu Yang, Fengji Zhang, Shichaang Meng, Ai Xuan, Linqi Song, Jacky W. Keung

arXiv · vol. abs/2601.10129

DOI cite dblp

CHB2026

Journal

At the point of risk: Can AI-assisted decision support reduce digital fraud vulnerability across age groups and scam types?

Yicheng Sun, Jacky W. Keung, Hi Kuen Yu, Yuchen Cao

Computers in Human Behavior · vol. 186, pp. 109156

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ASE2026

Journal

Improving anomaly detection in software logs through hybrid language modeling and reduced reliance on parser.

Yicheng Sun, Jacky W. Keung, Zhen Yang, Shuo Liu, Hi Kuen Yu

Automated Software Engineering · vol. 33, no. 1, pp. 12

DOI cite dblp

COMPSAC2026

Conference

Artifact-Constrained Agentic Testing for Black-Box System Testing under Actuarial and Regulatory Constraints.

Hi Kuen Yu, Jacky W. Keung, Man On Wong, Yicheng Sun, Rachel Samantha Chandra, Yihan Liao, Xiaoxue Ma

IEEE Computers, Software, and Applications Conference · pp. 1082-1087

DOI cite dblp

COMPSAC2026

Conference

R2Code: A Self-Reflective LLM Framework for Requirements-to-Code Traceability.

Yifei Wang, Jacky W. Keung, Xiaoxue Ma, Zhenyu Mao, Kehui Chen, Yishu Li

IEEE Computers, Software, and Applications Conference · pp. 1-10

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COMPSAC2026

Conference

Designing Psychologically Safe AI Tutors for Students: An Emotion-Aware Post-Hoc Intervention for LLM-Assisted Learning.

Yicheng Sun, Jacky W. Keung, Hi Kuen Yu, Yihan Liao, Zhenyu Mao, Yishu Li, Xiaoxue Ma

IEEE Computers, Software, and Applications Conference · pp. 1518-1527

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COMPSAC2026

Conference

Where Do Expectations Diverge? an Empirical Analysis of Software Engineering Graduate Preparedness in Industry.

Yicheng Sun, Jacky W. Keung, Hi Kuen Yu, Yihan Liao, Yishu Li, Xiaoxue Ma

IEEE Computers, Software, and Applications Conference · pp. 1640-1649

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COMPSAC2026

Conference

Making Sense of Scams: Understanding Scam Conversations Through Multi-Level Alignment.

Zhenyu Mao, Jacky W. Keung, Xiangyu Li, Yicheng Sun, Kehui Chen, Jingyu Zhang, Jialong Li

IEEE Computers, Software, and Applications Conference · pp. 1207-1212

DOI cite dblp

COMPSAC2026

Conference

HGARena: Budgeted Test-Driven Multi-Agent Repository Issue Resolution with Heterogeneous Graph-Augmented Retrieval.

Yuchen Cao, Jacky W. Keung, Yifei Wang, Yicheng Sun, Zhenyu Mao

IEEE Computers, Software, and Applications Conference · pp. 1-10

DOI cite dblp

AST2026

Conference

A Unified Benchmark for Out-of-Distribution Detection for Autonomous Driving Systems.

Xiangyu Li, Jingyu Zhang, Jacky W. Keung, Xiaoxue Ma, Yihan Liao

Asia-Pacific Symposium on Internetware · pp. 146-157

DOI cite dblp

TOSEM2026

Journal

HumanEval-V: Systematic Evaluation of Visual Reasoning in Large Multimodal Models for Code Generation

Fengji Zhang, Linquan Wu, Huiyu Bai, Guancheng Lin, Xiao Li, Xiao Yu, Yue Wang, Bei Chen, Jacky W. Keung

ACM Transactions on Software Engineering and Methodology

DOI cite

CSCWD2026

Conference

KBC-Coop: Knowledge-Grounded Role Cooperation for Single-Model LLMs in Collaborative Tasks

Haoyu Yang, Linquan Wu, Shaochao Lin, Zixuan Wang, Jacky W. Keung

IEEE International Conference on Computer Supported Cooperative Work in Design

DOI cite

CSCWD2026

Conference

Transient-RAG: Ephemeral Graph Topology for Dynamic Reasoning

Linquan Wu, Haoyu Yang, Shaochao Lin, Jacky W. Keung

IEEE International Conference on Computer Supported Cooperative Work in Design

DOI cite

TEL2026

Conference

Building Bridges to Student Growth: An LLM-Powered Feedback Generation System for Holistic Development

Hi-Kuen Yu, Jacky W. Keung, Yicheng Sun

International Symposium on Technology in Education

DOI cite

ECCV2026

Conference

LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning

Linquan Wu, Tianxiang Jiang, Yifei Dong, Haoyu Yang, Fengji Zhang, Shichang Meng, Ai Xuan, Linqi Song, Jacky W. Keung

European Conference on Computer Vision · pp. 345-363

DOI cite

TSE2025

Journal

On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations.

Xiaoxue Ma, Huiqi Zou, Pinjia He, Jacky W. Keung, Yishu Li, Xiao Yu, Federica Sarro

IEEE Transactions on Software Engineering · vol. 51, no. 1, pp. 243-261

DOI cite dblp

TSE2025

Journal

Practitioners' Expectations on Log Anomaly Detection.

Xiaoxue Ma, Yishu Li, Jacky W. Keung, Xiao Yu, Huiqi Zou, Zhen Yang, Federica Sarro, Earl T. Barr

IEEE Transactions on Software Engineering · vol. 51, no. 9, pp. 2455-2471

DOI cite dblp

TOSEM2025

Journal

Less Is More: Unlocking Semi-Supervised Deep Learning for Vulnerability Detection.

Xiao Yu, Guancheng Lin, Xing Hu, Jacky W. Keung, Xin Xia

ACM Transactions on Software Engineering and Methodology · vol. 34, no. 3, pp. 62:1-62:37

DOI cite dblp

TETC2025

Journal

NegCPARBP: Enhancing Privacy Protection for Cross-Project Aging-Related Bug Prediction Based on Negative Database.

Dongdong Zhao, Zhihui Liu, Fengji Zhang, Lei Liu, Jacky W. Keung, Xiao Yu

IEEE Transactions on Emerging Topics in Computing · vol. 13, no. 2, pp. 283-298

DOI cite dblp

SPE2025

Journal

Large language model ChatGPT versus small deep learning models for self-admitted technical debt detection: Why not together?

Jun Li, Lixian Li, Jin Liu, Xiao Yu, Xiao Liu, Jacky W. Keung

Software: Practice and Experience · vol. 55, no. 1, pp. 3-28

DOI cite dblp

FSE2025

Journal

ClassEval-T: Evaluating Large Language Models in Class-Level Code Translation.

Pengyu Xue, Linhao Wu, Zhen Yang, Chengyi Wang, Xiang Li, Yuxiang Zhang, Jia Li, Ruikai Jin, Yifei Pei, Zhaoyan Shen, Xiran Lyu, Jacky W. Keung

ACM International Conference on the Foundations of Software Engineering · vol. 2, no. ISSTA, pp. 1421-1444

DOI cite dblp

JSS2025

Journal

Identifying inconsistent software defect predictions with symmetry metamorphic relation pattern.

Pak Yuen Patrick Chan, Jacky W. Keung, Zhen Yang

Journal of Systems and Software · vol. 227, pp. 112449

DOI cite dblp

JSS2025

Journal

Effectiveness of symmetric metamorphic relations on validating the stability of code generation LLM.

Pak Yuen Patrick Chan, Jacky W. Keung, Zhen Yang

Journal of Systems and Software · vol. 222, pp. 112330

DOI cite dblp

IST2025

Journal

SemiRALD: A semi-supervised hybrid language model for robust Anomalous Log Detection.

Yicheng Sun, Jacky W. Keung, Zhen Yang, Shuo Liu, Hi Kuen Yu

Information and Software Technology · vol. 183, pp. 107743

DOI cite dblp

IST2025

Journal

SemiSMAC: A semi-supervised framework for log anomaly detection with automated hyperparameter tuning.

Yicheng Sun, Jacky W. Keung, Zhen Yang, Shuo Liu, Yihan Liao

Information and Software Technology · vol. 187, pp. 107869

DOI cite dblp

IST2025

Journal

Exploring continual learning in code intelligence with domain-wise distilled prompts.

Shuo Liu, Jacky W. Keung, Zhen Yang, Fang Liu, Fengji Zhang, Yicheng Sun

Information and Software Technology · vol. 185, pp. 107775

DOI cite dblp

IST2025

Journal

Advancing autonomous driving system testing: Demands, challenges, and future directions.

Yihan Liao, Jingyu Zhang, Jacky W. Keung, Yan Xiao, Yurou Dai

Information and Software Technology · vol. 187, pp. 107859

DOI cite dblp

ESWA2025

Journal

On the value of imbalance loss functions in enhancing deep learning-based vulnerability detection.

Xiaoxue Ma, Yanzhong He, Jacky W. Keung, Cheng Tan, Chuanxiang Ma, Wenhua Hu, Fuyang Li

Expert Systems with Applications · vol. 291, pp. 128504

DOI cite dblp

ARXIV2025

Preprint

A Comprehensive Study of Bugs in Modern Distributed Deep Learning Systems.

Xiaoxue Ma, Wanwei Zhan, Jiale Chen, Yishu Li, Jacky W. Keung, Federica Sarro

arXiv · vol. abs/2512.20345

DOI cite dblp

ARXIV2025

Preprint

PerProb: Indirectly Evaluating Memorization in Large Language Models.

Yihan Liao, Jacky W. Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun

arXiv · vol. abs/2512.14600

DOI cite dblp

ARXIV2025

Preprint

Advancing Autonomous Driving System Testing: Demands, Challenges, and Future Directions.

Yihan Liao, Jingyu Zhang, Jacky W. Keung, Yan Xiao, Yurou Dai

arXiv · vol. abs/2512.11887

DOI cite dblp

ARXIV2025

Preprint

Exposing and Defending Membership Leakage in Vulnerability Prediction Models.

Yihan Liao, Jacky W. Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun

arXiv · vol. abs/2512.08291

DOI cite dblp

ARXIV2025

Preprint

FedLAD: A Modular and Adaptive Testbed for Federated Log Anomaly Detection.

Yihan Liao, Jacky W. Keung, Zhenyu Mao, Jingyu Zhang, Jialong Li

arXiv · vol. abs/2512.08277

DOI cite dblp

ARXIV2025

Preprint

Chart2Code-MoLA: Efficient Multi-Modal Code Generation via Adaptive Expert Routing.

Yifei Wang, Jacky W. Keung, Zhenyu Mao, Jingyu Zhang, Yuchen Cao

arXiv · vol. abs/2511.23321

DOI cite dblp

ARXIV2025

Preprint

Lightweight Model Editing for LLMs to Correct Deprecated API Recommendations.

Guancheng Lin, Xiao Yu, Jacky W. Keung, Xing Hu, Xin Xia, Alex X. Liu

arXiv · vol. abs/2511.21022

DOI cite dblp

ARXIV2025

Preprint

Towards Requirements Engineering for GenAI-Enabled Software: Bridging Responsibility Gaps through Human Oversight Requirements.

Zhenyu Mao, Jacky W. Keung, Yicheng Sun, Yifei Wang, Shuo Liu, Jialong Li

arXiv · vol. abs/2511.13069

DOI cite dblp

ARXIV2025

Preprint

R2ComSync: Improving Code-Comment Synchronization with In-Context Learning and Reranking.

Zhen Yang, Hongyi Lin, Xiao Yu, Jacky W. Keung, Shuo Liu, Pak Yuen Patrick Chan, Yicheng Sun, Fengji Zhang

arXiv · vol. abs/2510.21106

DOI cite dblp

ARXIV2025

Preprint

Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach.

Zhenyu Mao, Jacky W. Keung, Fengji Zhang, Shuo Liu, Yifei Wang, Jialong Li

arXiv · vol. abs/2510.12120

DOI cite dblp

ARXIV2025

Preprint

A2Search: Ambiguity-Aware Question Answering with Reinforcement Learning.

Fengji Zhang, Xinyao Niu, Chengyang Ying, Guancheng Lin, Zhongkai Hao, Zhou Fan, Chengen Huang, Jacky W. Keung, Bei Chen, Junyang Lin

arXiv · vol. abs/2510.07958

DOI cite dblp

ARXIV2025

Preprint

Towards Understanding Bugs in Distributed Training and Inference Frameworks for Large Language Models.

Xiao Yu, Haoxuan Chen, Feifei Niu, Xing Hu, Jacky W. Keung, Xin Xia

arXiv · vol. abs/2506.10426

DOI cite dblp

ARXIV2025

Preprint

FaceSleuth: Learning-Driven Single-Orientation Attention Verifies Vertical Dominance in Micro-Expression Recognition.

Linquan Wu, Tianxiang Jiang, Wenhao Duan, Yini Fang, Jacky W. Keung

arXiv · vol. abs/2506.02695

DOI cite dblp

ARXIV2025

Preprint

Hybrid Privacy Policy-Code Consistency Check using Knowledge Graphs and LLMs.

Zhenyu Mao, Xinxin Fan, Yifei Wang, Jacky W. Keung, Jialong Li

arXiv · vol. abs/2505.11502

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ARXIV2025

Preprint

Unlocking LLM Repair Capabilities in Low-Resource Programming Languages Through Cross-Language Translation and Multi-Agent Refinement.

Wenqiang Luo, Jacky W. Keung, Boyang Yang, Tegawendé F. Bissyandé, Haoye Tian, Bach Le

arXiv · vol. abs/2503.22512

DOI cite dblp

ARXIV2025

Preprint

Multi-Strategy Enhanced COA for Path Planning in Autonomous Navigation.

Yifei Wang, Jacky W. Keung, Haohan Xu, Yuchen Cao, Zhenyu Mao

arXiv · vol. abs/2503.02700

DOI cite dblp

QRSC2025

Conference

A Novel Semi-Supervised Model for Generalizing Log Anomaly Detection with Limited Labeled Data.

Yicheng Sun, Jacky W. Keung, Zhen Yang, Shuo Liu, Wing Kwong Chan

IEEE International Conference on Software Quality, Reliability and Security Companion · pp. 775-776

DOI cite dblp

QRSC2025

Conference

Hybrid Privacy Policy-Code Consistency Check using Knowledge Graphs and LLMs.

Zhenyu Mao, Xinxin Fan, Yifei Wang, Jacky W. Keung, Jialong Li

IEEE International Conference on Software Quality, Reliability and Security Companion · pp. 771-772

DOI cite dblp

ASE2025

Conference

RealisticCodeBench: Towards More Realistic Evaluation of Large Language Models for Code Generation.

Xiao Yu, Haoxuan Chen, Lei Liu, Xing Hu, Jacky W. Keung, Xin Xia

IEEE/ACM International Conference on Automated Software Engineering · Seoul, South Korea, Nov 2025 · pp. 3021-3033

DOI cite dblp

ASE2025

Conference

Can Mamba Be Better? An Experimental Evaluation of Mamba in Code Intelligence.

Shuo Liu, Jacky W. Keung, Zhen Yang, Zhenyu Mao, Yicheng Sun

IEEE/ACM International Conference on Automated Software Engineering · Seoul, South Korea, Nov 2025 · pp. 1856-1868

DOI cite dblp

COMPSAC2025

Conference

Multi-Strategy Enhanced COA for Path Planning in Autonomous Navigation.

Yifei Wang, Jacky W. Keung, Haohan Xu, Yuchen Cao, Zhenyu Mao

IEEE Computers, Software, and Applications Conference · pp. 50-55

DOI cite dblp

COMPSAC2025

Conference

StuLAC: An Adaptive LLM-Driven Framework for Scalable Student Feedback Analysis in Software-Driven Educational Systems.

Yicheng Sun, Hi Kuen Yu, Jacky W. Keung, Yuchen Cao, Yihan Liao

IEEE Computers, Software, and Applications Conference · pp. 121-130

DOI cite dblp

COMPSAC2025

Conference

Beyond Log Parsers: A Scalable AI-Driven Framework for Efficient Log Anomaly Detection in Software Engineering.

Yicheng Sun, Jacky W. Keung, Hi Kuen Yu, Shuo Liu, Yihan Liao, Jingyu Zhang

IEEE Computers, Software, and Applications Conference · pp. 1382-1387

DOI cite dblp

APSEC2025

Conference

Towards Lightweight LLM Software Solutions for InsurTech: A Framework for Scalable Question Answering Systems.

Hi Kuen Yu, Jacky W. Keung, Yicheng Sun, Yihan Liao, Richard Suen

Asia-Pacific Software Engineering Conference · pp. 785-795

DOI cite dblp

APSEC2025

Conference

Chart2Code-MoLA: Efficient Multi-Modal Code Generation via Adaptive Expert Routing.

Yifei Wang, Jacky W. Keung, Zhenyu Mao, Jingyu Zhang, Yuchen Cao

Asia-Pacific Software Engineering Conference · pp. 575-586

DOI cite dblp

APSEC2025

Conference

Understanding Industrial Log Analysis: A Multi-Dataset Evaluation of Parsing and Anomaly Detection.

Yicheng Sun, Jacky W. Keung, Yihan Liao, Hi Kuen Yu

Asia-Pacific Software Engineering Conference · pp. 491-502

DOI cite dblp

APSEC2025

Conference

Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach.

Zhenyu Mao, Jacky W. Keung, Fengji Zhang, Shuo Liu, Yifei Wang, Jialong Li

Asia-Pacific Software Engineering Conference · pp. 897-901

DOI cite dblp

APSEC2025

Conference

Exposing and Defending Membership Leakage in Vulnerability Prediction Models.

Yihan Liao, Jacky W. Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun

Asia-Pacific Software Engineering Conference · pp. 749-760

DOI cite dblp

APSEC2025

Conference

PerProb: Indirectly Evaluating Memorization in Large Language Models.

Yihan Liao, Jacky W. Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun

Asia-Pacific Software Engineering Conference · pp. 737-748

DOI cite dblp

ACSOSC2025

Conference

FedLAD: A Modular and Adaptive Testbed for Federated Log Anomaly Detection.

Yihan Liao, Jacky W. Keung, Zhenyu Mao, Jingyu Zhang, Jialong Li

IEEE/ACM International Conference on Autonomic Computing and Self-Organizing Systems · pp. 227-232

DOI cite dblp

TASA2025

Journal

Evaluate Inference Attacks: Attack and Defense against 2D Semantic Segmentation Models

Yihan Liao, Jacky W. Keung, Jingyu Zhang, Yurou Dai, Shuo Liu

ACM Transactions on Autonomous and Adaptive Systems

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ISET2025

Conference

Improving Learning Efficacy in Basic Programming Practice Based on Three-Stage Thinking

Xiaojun Cai, Jacky W. Keung, Zhaoyan Shen, Mengying Zhao, Zhen Yang, Zhenge Jia, Fangxi Han, Dongxiao Yu

International Symposium on Educational Technology

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ISET2025

Conference

Identifying the cause of performance issues of Pretrained Language Model for Educational Technology

Pak Yuen Patrick Chan, Jacky W. Keung

International Symposium on Educational Technology

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ISET2025

Conference

Memory-Aware Privacy Protection for Large Language Models in Education

Yihan Liao, Jacky W. Keung, Wing-Kwong Chan

International Symposium on Educational Technology

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TSE2024

Journal

Fight Fire With Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?

Xiao Yu, Lei Liu, Xing Hu, Jacky W. Keung, Jin Liu, Xin Xia

IEEE Transactions on Software Engineering · vol. 50, no. 12, pp. 3435-3453

DOI cite dblp

TR2024

Journal

UniAda: Universal Adaptive Multiobjective Adversarial Attack for End-to-End Autonomous Driving Systems.

Jingyu Zhang, Jacky W. Keung, Yan Xiao, Yihan Liao, Yishu Li, Xiaoxue Ma

IEEE Transactions on Reliability · vol. 73, no. 4, pp. 1892-1906

DOI cite dblp

TII2024

Journal

A Semisupervised Approach for Industrial Anomaly Detection via Self-Adaptive Clustering.

Xiaoxue Ma, Jacky W. Keung, Pinjia He, Yan Xiao, Xiao Yu, Yishu Li

IEEE Transactions on Industrial Informatics · vol. 20, no. 2, pp. 1687-1697

DOI cite dblp

SCP2024

Journal

TerGEC: A graph enhanced contrastive approach for program termination analysis.

Shuo Liu, Jacky W. Keung, Zhen Yang, Yihan Liao, Yishu Li

Science of Computer Programming · vol. 237, pp. 103141

DOI cite dblp

FSE2024

Journal

Exploring and Unleashing the Power of Large Language Models in Automated Code Translation.

Zhen Yang, Fang Liu, Zhongxing Yu, Jacky W. Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li

ACM International Conference on the Foundations of Software Engineering · vol. 1, no. FSE, pp. 1585-1608

DOI cite dblp

NLPJ2024

Journal

Validating pretrained language models for content quality classification with semantic-preserving metamorphic relations.

Pak Yuen Patrick Chan, Jacky W. Keung

Natural Language Processing Journal · vol. 9, pp. 100114

DOI cite dblp

JSS2024

Journal

Data preparation for Deep Learning based Code Smell Detection: A systematic literature review.

Fengji Zhang, Zexian Zhang, Jacky W. Keung, Xiangru Tang, Zhen Yang, Xiao Yu, Wenhua Hu

Journal of Systems and Software · vol. 216, pp. 112131

DOI cite dblp

IST2024

Journal

Improving effort-aware defect prediction by directly learning to rank software modules.

Xiao Yu, Jiqing Rao, Lei Liu, Guancheng Lin, Wenhua Hu, Jacky W. Keung, Junwei Zhou, Jianwen Xiang

Information and Software Technology · vol. 165, pp. 107250

DOI cite dblp

IST2024

Journal

Improving domain-specific neural code generation with few-shot meta-learning.

Zhen Yang, Jacky W. Keung, Zeyu Sun, Yunfei Zhao, Ge Li, Zhi Jin, Shuo Liu, Yishu Li

Information and Software Technology · vol. 166, pp. 107365

DOI cite dblp

ESWA2024

Journal

Improving the undersampling technique by optimizing the termination condition for software defect prediction.

Shuo Feng, Jacky W. Keung, Yan Xiao, Peichang Zhang, Xiao Yu, Xiaochun Cao

Expert Systems with Applications · vol. 235, pp. 121084

DOI cite dblp

ARXIV2024

Preprint

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair.

Wenqiang Luo, Jacky W. Keung, Boyang Yang, He Ye, Claire Le Goues, Tegawendé F. Bissyandé, Haoye Tian, Bach Le

arXiv · vol. abs/2412.01072

DOI cite dblp

ARXIV2024

Preprint

Practitioners' Expectations on Log Anomaly Detection.

Xiaoxue Ma, Yishu Li, Jacky W. Keung, Xiao Yu, Huiqi Zou, Zhen Yang, Federica Sarro, Earl T. Barr

arXiv · vol. abs/2412.01066

DOI cite dblp

ARXIV2024

Preprint

HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks.

Fengji Zhang, Linquan Wu, Huiyu Bai, Guancheng Lin, Xiao Li, Xiao Yu, Yue Wang, Bei Chen, Jacky W. Keung

arXiv · vol. abs/2410.12381

DOI cite dblp

ARXIV2024

Preprint

Where Are Large Language Models for Code Generation on GitHub?

Xiao Yu, Lei Liu, Xing Hu, Jacky W. Keung, Jin Liu, Xin Xia

arXiv · vol. abs/2406.19544

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ARXIV2024

Preprint

Data Preparation for Deep Learning based Code Smell Detection: A Systematic Literature Review.

Fengji Zhang, Zexian Zhang, Jacky W. Keung, Xiangru Tang, Zhen Yang, Xiao Yu, Wenhua Hu

arXiv · vol. abs/2406.19240

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ARXIV2024

Preprint

Fight Fire with Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?

Xiao Yu, Lei Liu, Xing Hu, Jacky W. Keung, Jin Liu, Xin Xia

arXiv · vol. abs/2405.12641

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ARXIV2024

Preprint

On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations.

Xiaoxue Ma, Huiqi Zou, Jacky W. Keung, Pinjia He, Yishu Li, Xiao Yu, Federica Sarro

arXiv · vol. abs/2405.03489

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ARXIV2024

Preprint

Exploring and Unleashing the Power of Large Language Models in Automated Code Translation.

Zhen Yang, Fang Liu, Zhongxing Yu, Jacky W. Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li

arXiv · vol. abs/2404.14646

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ARXIV2024

Preprint

Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study.

Shuo Liu, Jacky W. Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao

arXiv · vol. abs/2402.06247

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ASE2024

Journal

SimAC: simulating agile collaboration to generate acceptance criteria in user story elaboration.

Yishu Li, Jacky W. Keung, Zhen Yang, Xiaoxue Ma, Jingyu Zhang, Shuo Liu

Automated Software Engineering · vol. 31, no. 2, pp. 55

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ASC2024

Journal

A multi-objective effort-aware defect prediction approach based on NSGA-II.

Xiao Yu, Liming Liu, Lin Zhu, Jacky W. Keung, Zijian Wang, Fuyang Li

Applied Soft Computing · vol. 149, no. Part A, pp. 110941

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ACCESS2024

Journal

Validating Unsupervised Machine Learning Techniques for Software Defect Prediction With Generic Metamorphic Testing.

Pak Yuen Patrick Chan, Jacky W. Keung

IEEE Access · vol. 12, pp. 165155-165172

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WWW2024

Conference

Co-clustering for Federated Recommender System.

Xinrui He, Shuo Liu, Jacky W. Keung, Jingrui He

The Web Conference · Singapore, May 2024 · pp. 3821-3832

DOI cite dblp

SANER2024

Conference

Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study.

Shuo Liu, Jacky W. Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao

IEEE International Conference on Software Analysis, Evolution and Reengineering · Rovaniemi, Finland, Mar 2024 · pp. 465-476

DOI cite dblp

ISSTA2024

Conference

Practitioners' Expectations on Automated Test Generation.

Xiao Yu, Lei Liu, Xing Hu, Jacky W. Keung, Xin Xia, David Lo

ACM SIGSOFT International Symposium on Software Testing and Analysis · Vienna, Austria, Sep 2024 · pp. 1618-1630

DOI cite dblp

INETWARE2024

Conference

Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study.

Yanzhong He, Guancheng Lin, Xiaoxue Ma, Jacky W. Keung, Cheng Tan, Wenhua Hu, Fuyang Li

International Conference on Internetware

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COMPSAC2024

Conference

Practitioners' Expectations on Code Smell Detection.

Zexian Zhang, Shuang Yin, Wenliu Wei, Xiaoxue Ma, Jacky W. Keung, Fuyang Li, Wenhua Hu

IEEE Computers, Software, and Applications Conference · pp. 1324-1333

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COMPSAC2024

Conference

Enhancing Valid Test Input Generation with Distribution Awareness for Deep Neural Networks.

Jingyu Zhang, Jacky W. Keung, Xiaoxue Ma, Xiangyu Li, Yan Xiao, Yishu Li, Wing Kwong Chan

IEEE Computers, Software, and Applications Conference · pp. 1095-1100

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COMPSAC2024

Conference

Unveiling Hidden Anomalies: Leveraging SMAC-LSTM for Enhanced Software Log Analysis.

Yicheng Sun, Jacky W. Keung, Jingyu Zhang, Hi Kuen Yu, Wenqiang Luo, Shuo Liu

IEEE Computers, Software, and Applications Conference · pp. 1178-1183

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COMPSAC2024

Conference

LLM-Based Class Diagram Derivation from User Stories with Chain-of-Thought Promptings.

Yishu Li, Jacky W. Keung, Xiaoxue Ma, Chun Yong Chong, Jingyu Zhang, Yihan Liao

IEEE Computers, Software, and Applications Conference · pp. 45-50

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COMPSAC2024

Conference

Agile Requirements Engineering in a Distributed Environment: Experiences from the Software Industry During Unprecedented Global Challenges.

Yishu Li, Jacky W. Keung, Kwabena Ebo Bennin, Xiaoxue Ma, Jingyu Zhang, Zhen Yang

IEEE Computers, Software, and Applications Conference · pp. 682-691

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APSEC2024

Conference

Enhancing the Transferability of Adversarial Attacks for End-to-End Autonomous Driving Systems.

Jingyu Zhang, Jacky W. Keung, Xiaoxue Ma, Yihan Liao, Yishu Li, Yicheng Sun

Asia-Pacific Software Engineering Conference · pp. 171-180

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ISET2024

Conference

Integrating Generative AI in Software Engineering Education: Practical Strategies

Yishu Li, Jacky W. Keung, Kayley Xiaoxue Ma

International Symposium on Educational Technology

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ISET2024

Conference

A Symmetric Metamorphic Relations Approach Supporting LLM for Education Technology

Pak Yuen Patrick Chan, Jacky W. Keung

International Symposium on Educational Technology

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TEL2024

Conference

Uncertainty-Based Metamorphic Testing for Validating Plagiarism Detection Systems

Pak Yuen Patrick Chan, Jacky W. Keung, Zhen Yang

International Symposium on Technology in Education

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TR2023

Journal

AttSum: A Deep Attention-Based Summarization Model for Bug Report Title Generation.

Xiaoxue Ma, Jacky W. Keung, Xiao Yu, Huiqi Zou, Jingyu Zhang, Yishu Li

IEEE Transactions on Reliability · vol. 72, no. 4, pp. 1663-1677

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TOSEM2023

Journal

On the Significance of Category Prediction for Code-Comment Synchronization.

Zhen Yang, Jacky W. Keung, Xiao Yu, Yan Xiao, Zhi Jin, Jingyu Zhang

ACM Transactions on Software Engineering and Methodology · vol. 32, no. 2, pp. 30:1-30:41

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SPE2023

Journal

On the relative value of imbalanced learning for code smell detection.

Fuyang Li, Kuan Zou, Jacky W. Keung, Xiao Yu, Shuo Feng, Yan Xiao

Software: Practice and Experience · vol. 53, no. 10, pp. 1902-1927

DOI cite dblp

JSS2023

Journal

Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer.

Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky W. Keung

Journal of Systems and Software · vol. 200, pp. 111672

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IST2023

Journal

Finding the best learning to rank algorithms for effort-aware defect prediction.

Xiao Yu, Heng Dai, Li Li, Xiaodong Gu, Jacky W. Keung, Kwabena Ebo Bennin, Fuyang Li, Jin Liu

Information and Software Technology · vol. 157, pp. 107165

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IST2023

Journal

ISSRE 2021 special section.

Jacky W. Keung, Leonardo Mariani, Jianwen Xiang, Xiao Yu

Information and Software Technology · vol. 159, pp. 107227

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IET2023

Journal

Revisiting 'revisiting supervised methods for effort-aware cross-project defect prediction'.

Fuyang Li, Peixin Yang, Jacky W. Keung, Wenhua Hu, Haoyu Luo, Xiao Yu

IET Software · vol. 17, no. 4, pp. 472-495

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IET2023

Journal

The impact of feature selection techniques on effort-aware defect prediction: An empirical study.

Fuyang Li, Wanpeng Lu, Jacky W. Keung, Xiao Yu, Lina Gong, Juan Li

IET Software · vol. 17, no. 2, pp. 168-193

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ESE2023

Journal

The impact of class imbalance techniques on crashing fault residence prediction models.

Kunsong Zhao, Zhou Xu, Meng Yan, Tao Zhang, Lei Xue, Ming Fan, Jacky W. Keung

Empirical Software Engineering · vol. 28, no. 2, pp. 49

DOI cite dblp

PRCV2023

Conference

Cross-Modal and Cross-Domain Knowledge Transfer for Label-Free 3D Segmentation.

Jingyu Zhang, Huitong Yang, Daijie Wu, Jacky W. Keung, Xuesong Li, Xinge Zhu, Yuexin Ma

Chinese Conference on Pattern Recognition and Computer Vision · pp. 465-477

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INETWARE2023

Conference

The Impact of the bug number on Effort-Aware Defect Prediction: An Empirical Study.

Peixin Yang, Lin Zhu, Wenhua Hu, Jacky W. Keung, Liping Lu, Jianwen Xiang

International Conference on Internetware · pp. 67-78

DOI cite dblp

EMNLP2023

Conference

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

Fengji Zhang, Bei Chen, Yue Zhang, Jacky W. Keung, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen

Conference on Empirical Methods in Natural Language Processing · Singapore, Dec 2023 · pp. 2471-2484

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CSEET2023

Conference

Toward AI-assisted Exercise Creation for First Course in Programming through Adversarial Examples of AI Models.

W. K. Chan, Y. T. Yu, Jacky W. Keung, Victor C. S. Lee

IEEE Conference on Software Engineering Education and Training · pp. 132-136

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COMPSAC2023

Conference

New Technique for Stock Trend Analysis - Volume-weighted Squared Moving Average Convergence & Divergence.

Sze Chit Au, Jacky W. Keung

IEEE Computers, Software, and Applications Conference · pp. 987-988

DOI cite dblp

APSEC2023

Conference

Towards Requirements Engineering Activities for Machine Learning-Enabled FinTech Applications.

Yishu Li, Jacky W. Keung, Kwabena Ebo Bennin, Xiaoxue Ma, Yangyang Huang, Jingyu Zhang

Asia-Pacific Software Engineering Conference · pp. 121-130

DOI cite dblp

ISET2023

Conference

Learning Gaps in Project-based Requirements Engineering Education - A Case Study of Student Projects

Yishu Li, Jacky W. Keung, Xiaoxue Ma, Jingyu Zhang, Zhen Yang, Shuo Liu

International Symposium on Educational Technology

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TSE2022

Journal

A Systematical Study on Application Performance Management Libraries for Apps.

Yutian Tang, Haoyu Wang, Xian Zhan, Xiapu Luo, Yajin Zhou, Hao Zhou, Qiben Yan, Yulei Sui, Jacky W. Keung

IEEE Transactions on Software Engineering · vol. 48, no. 8, pp. 3044-3065

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IST2022

Journal

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.

Fengji Zhang, Xiao Yu, Jacky W. Keung, Fuyang Li, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang

Information and Software Technology · vol. 148, pp. 106922

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IST2022

Journal

Predicting the precise number of software defects: Are we there yet?

Xiao Yu, Jacky W. Keung, Yan Xiao, Shuo Feng, Fuyang Li, Heng Dai

Information and Software Technology · vol. 146, pp. 106847

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IST2022

Journal

CASMS: Combining clustering with attention semantic model for identifying security bug reports.

Xiaoxue Ma, Jacky W. Keung, Zhen Yang, Xiao Yu, Yishu Li, Hao Zhang

Information and Software Technology · vol. 147, pp. 106906

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IST2022

Journal

The impact of the distance metric and measure on SMOTE-based techniques in software defect prediction.

Shuo Feng, Jacky W. Keung, Peichang Zhang, Yan Xiao, Miao Zhang

Information and Software Technology · vol. 142, pp. 106742

DOI cite dblp

ARXIV2022

Preprint

Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer.

Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky W. Keung

arXiv · vol. abs/2208.11523

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APSEC2022

Conference

On the Scrutinization of the NFT Valuation Factors.

Aiden Cheung, Jacky W. Keung

Asia-Pacific Software Engineering Conference · pp. 564-565

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TSE2021

Journal

An Integration Test Order Strategy to Consider Control Coupling.

Shujuan Jiang, Miao Zhang, Yanmei Zhang, Rongcun Wang, Qiao Yu, Jacky W. Keung

IEEE Transactions on Software Engineering · vol. 47, no. 7, pp. 1350-1367

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IST2021

Journal

Evaluating the effects of similar-class combination on class integration test order generation.

Miao Zhang, Jacky W. Keung, Yan Xiao, Md. Alamgir Kabir

Information and Software Technology · vol. 129, pp. 106438

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IST2021

Journal

Validating class integration test order generation systems with Metamorphic Testing.

Miao Zhang, Jacky W. Keung, Tsong Yueh Chen, Yan Xiao

Information and Software Technology · vol. 132, pp. 106507

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IST2021

Journal

Feature selection and embedding based cross project framework for identifying crashing fault residence.

Zhou Xu, Tao Zhang, Jacky W. Keung, Meng Yan, Xiapu Luo, Xiaohong Zhang, Ling Xu, Yutian Tang

Information and Software Technology · vol. 131, pp. 106452

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IST2021

Journal

A systematic review of scheduling approaches on multi-tenancy cloud platforms.

Ru Jia, Yun Yang, John Grundy, Jacky W. Keung, Li Hao

Information and Software Technology · vol. 132, pp. 106478

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IST2021

Journal

Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction.

Shuo Feng, Jacky W. Keung, Xiao Yu, Yan Xiao, Miao Zhang

Information and Software Technology · vol. 139, pp. 106662

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IST2021

Journal

COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction.

Shuo Feng, Jacky W. Keung, Xiao Yu, Yan Xiao, Kwabena Ebo Bennin, Md. Alamgir Kabir, Miao Zhang

Information and Software Technology · vol. 129, pp. 106432

DOI cite dblp

ARXIV2021

Preprint

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.

Fengji Zhang, Jacky W. Keung, Xiao Yu, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang

arXiv · vol. abs/2109.13073

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ARXIV2021

Preprint

Investigating the Significance of Bellwether Effect to Improve Software Effort Estimation.

Solomon Mensah, Jacky W. Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin

arXiv · vol. abs/2105.14179

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ARXIV2021

Preprint

Investigating the Significance of the Bellwether Effect to Improve Software Effort Prediction: Further Empirical Study.

Solomon Mensah, Jacky W. Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin

arXiv · vol. abs/2105.07366

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ARXIV2021

Preprint

A Systematical Study on Application Performance Management Libraries for Apps.

Yutian Tang, Haoyu Wang, Xian Zhan, Xiapu Luo, Yajin Zhou, Hao Zhou, Qiben Yan, Yulei Sui, Jacky W. Keung

arXiv · vol. abs/2103.11286

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ARXIV2021

Preprint

An Integration Test Order Strategy to Consider Control Coupling.

Shujuan Jiang, Miao Zhang, Yanmei Zhang, Rongcun Wang, Qiao Yu, Jacky W. Keung

arXiv · vol. abs/2103.09471

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ARXIV2021

Preprint

A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts.

Zhen Yang, Jacky W. Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang

arXiv · vol. abs/2103.07164

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CCPE2021

Journal

An efficient deadline constrained and data locality aware dynamic scheduling framework for multitenancy clouds.

Jia Ru, Yun Yang, John C. Grundy, Jacky W. Keung, Li Hao

Concurrency and Computation: Practice and Experience · vol. 33, no. 5

DOI cite dblp

ASC2021

Journal

AComNN: Attention enhanced Compound Neural Network for financial time-series forecasting with cross-regional features.

Zhen Yang, Jacky W. Keung, Md. Alamgir Kabir, Xiao Yu, Yutian Tang, Miao Zhang, Shuo Feng

Applied Soft Computing · vol. 111, pp. 107649

DOI cite dblp

ASC2021

Journal

Inter-release defect prediction with feature selection using temporal chunk-based learning: An empirical study.

Md. Alamgir Kabir, Jacky W. Keung, Burak Turhan, Kwabena Ebo Bennin

Applied Soft Computing · vol. 113, no. Part, pp. 107870

DOI cite dblp

ICPC2021

Conference

A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts.

Zhen Yang, Jacky W. Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang

IEEE International Conference on Program Comprehension · Virtual (online), May 2021 · pp. 1-12

DOI cite dblp

COMPSAC2021

Conference

ROCT: Radius-based Class Overlap Cleaning Technique to Alleviate the Class Overlap Problem in Software Defect Prediction.

Shuo Feng, Jacky W. Keung, Jie Liu, Yan Xiao, Xiao Yu, Miao Zhang

IEEE Computers, Software, and Applications Conference · pp. 228-237

DOI cite dblp

TR2020

Journal

Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM.

Xiao Yu, Jin Liu, Jacky W. Keung, Qing Li, Kwabena Ebo Bennin, Zhou Xu, Junping Wang, Xiaohui Cui

IEEE Transactions on Reliability · vol. 69, no. 1, pp. 139-153

DOI cite dblp

COMPSAC2020

Conference

Smart Contracts Vulnerability Auditing with Multi-semantics.

Zhen Yang, Jacky W. Keung, Miao Zhang, Yan Xiao, Yangyang Huang, Tik Hui

IEEE Computers, Software, and Applications Conference · pp. 892-901

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COMPSAC2020

Conference

A Drift Propensity Detection Technique to Improve the Performance for Cross-Version Software Defect Prediction.

Md. Alamgir Kabir, Jacky W. Keung, Kwabena Ebo Bennin, Miao Zhang

IEEE Computers, Software, and Applications Conference · pp. 882-891

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SOCO2019

Journal

A methodology to rank the design patterns on the base of text relevancy.

Shahid Hussain, Jacky W. Keung, Mohammad Khalid Sohail, Arif Ali Khan, Manzoor Ilahi, Ghufran Ahmad, Muhammad Rafiq Mufti, Muhammad Asim Noor

Soft Computing · vol. 23, no. 24, pp. 13433-13448

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JSEP2019

Journal

GSEPIM: A roadmap for software process assessment and improvement in the domain of global software development.

Arif Ali Khan, Jacky W. Keung, Mahmood Niazi, Shahid Hussain, Mohammad Shameem

Journal of Software: Evolution and Process · vol. 31, no. 1

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JSS2019

Journal

LDFR: Learning deep feature representation for software defect prediction.

Zhou Xu, Shuai Li, Jun Xu, Jin Liu, Xiapu Luo, Yifeng Zhang, Tao Zhang, Jacky W. Keung, Yutian Tang

Journal of Systems and Software · vol. 158

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JSS2019

Journal

TSTSS: A two-stage training subset selection framework for cross version defect prediction.

Zhou Xu, Shuai Li, Xiapu Luo, Jin Liu, Tao Zhang, Yutian Tang, Jun Xu, Peipei Yuan, Jacky W. Keung

Journal of Systems and Software · vol. 154, pp. 59-78

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IST2019

Journal

Improving bug localization with word embedding and enhanced convolutional neural networks.

Yan Xiao, Jacky W. Keung, Kwabena Ebo Bennin, Qing Mi

Information and Software Technology · vol. 105, pp. 17-29

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IET2019

Journal

Methodology for the quantification of the effect of patterns and anti-patterns association on the software quality.

Shahid Hussain, Jacky W. Keung, Mohammad Khalid Sohail, Arif Ali Khan, Ghufran Ahmad, Muhammad Rafiq Mufti, Hasan Ali Khattak

IET Software · vol. 13, no. 5, pp. 414-422

DOI cite dblp

ESE2019

Journal

On the relative value of data resampling approaches for software defect prediction.

Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden

Empirical Software Engineering · vol. 24, no. 2, pp. 602-636

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ASC2019

Journal

Automated framework for classification and selection of software design patterns.

Shahid Hussain, Jacky W. Keung, Mohammad Khalid Sohail, Arif Ali Khan, Manzoor Ilahi

Applied Soft Computing · vol. 75, pp. 1-20

DOI cite dblp

SANER2019

Conference

An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction.

Xiao Yu, Kwabena Ebo Bennin, Jin Liu, Jacky W. Keung, Xiaofei Yin, Zhou Xu

IEEE International Conference on Software Analysis, Evolution and Reengineering · Hangzhou, China · pp. 298-309

DOI cite dblp

ISSRE2019

Conference

Identifying Crashing Fault Residence Based on Cross Project Model.

Zhou Xu, Tao Zhang, Yifeng Zhang, Yutian Tang, Jin Liu, Xiapu Luo, Jacky W. Keung, Xiaohui Cui

IEEE International Symposium on Software Reliability Engineering · Berlin, Germany, Oct 2019 · pp. 183-194

DOI cite dblp

COMPSAC2019

Conference

A Heuristic Approach to Break Cycles for the Class Integration Test Order Generation.

Miao Zhang, Jacky W. Keung, Yan Xiao, Md. Alamgir Kabir, Shuo Feng

IEEE Computers, Software, and Applications Conference · pp. 47-52

DOI cite dblp

COMPSAC2019

Conference

Assessing the Significant Impact of Concept Drift in Software Defect Prediction.

Md. Alamgir Kabir, Jacky W. Keung, Kwabena Ebo Bennin, Miao Zhang

IEEE Computers, Software, and Applications Conference · pp. 53-58

DOI cite dblp

CLOUD2019

Conference

A Highly Efficient Data Locality Aware Task Scheduler for Cloud-Based Systems.

Jia Ru, Yun Yang, John Grundy, Jacky W. Keung, Li Hao

IEEE International Conference on Cloud Computing · pp. 496-498

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CLOUD2019

Conference

A Deadline Constrained Preemptive Scheduler Using Queuing Systems for Multi-Tenancy Clouds.

Jia Ru, Yun Yang, John Grundy, Jacky W. Keung, Li Hao

IEEE International Conference on Cloud Computing · pp. 63-67

DOI cite dblp

TSE2018

Journal

MAHAKIL: Diversity Based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction.

Kwabena Ebo Bennin, Jacky W. Keung, Passakorn Phannachitta, Akito Monden, Solomon Mensah

IEEE Transactions on Software Engineering · vol. 44, no. 6, pp. 534-550

DOI cite dblp

TR2018

Journal

Investigating the Significance of the Bellwether Effect to Improve Software Effort Prediction: Further Empirical Study.

Solomon Mensah, Jacky W. Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin

IEEE Transactions on Reliability · vol. 67, no. 3, pp. 1176-1198

DOI cite dblp

JSS2018

Journal

On the value of a prioritization scheme for resolving Self-admitted technical debt.

Solomon Mensah, Jacky W. Keung, Jeffrey Svajlenko, Kwabena Ebo Bennin, Qing Mi

Journal of Systems and Software · vol. 135, pp. 37-54

DOI cite dblp

JPDC2018

Journal

Implications of deep learning for the automation of design patterns organization.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Awais Ahmad, Salvatore Cuomo, Francesco Piccialli, Gwanggil Jeon, Adnan Akhunzada

Journal of Parallel and Distributed Computing · vol. 117, pp. 256-266

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IST2018

Journal

Machine translation-based bug localization technique for bridging lexical gap.

Yan Xiao, Jacky W. Keung, Kwabena Ebo Bennin, Qing Mi

Information and Software Technology · vol. 99, pp. 58-61

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IST2018

Journal

Improving code readability classification using convolutional neural networks.

Qing Mi, Jacky W. Keung, Yan Xiao, Solomon Mensah, Yujin Gao

Information and Software Technology · vol. 104, pp. 60-71

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IST2018

Journal

Not all bug reopens are negative: A case study on eclipse bug reports.

Qing Mi, Jacky W. Keung, Yuqi Huo, Solomon Mensah

Information and Software Technology · vol. 99, pp. 93-97

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IST2018

Journal

Duplex output software effort estimation model with self-guided interpretation.

Solomon Mensah, Jacky W. Keung, Michael Franklin Bosu, Kwabena Ebo Bennin

Information and Software Technology · vol. 94, pp. 1-13

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IST2018

Journal

Cross project defect prediction using class distribution estimation and oversampling.

Nachai Limsettho, Kwabena Ebo Bennin, Jacky W. Keung, Hideaki Hata, Kenichi Matsumoto

Information and Software Technology · vol. 100, pp. 87-102

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IET2018

Journal

Systematic literature study for dimensional classification of success factors affecting process improvement in global software development: client-vendor perspective.

Arif Ali Khan, Jacky W. Keung, Shahid Hussain, Mahmood Khan Niazi, Suzanne Kieffer

IET Software · vol. 12, no. 4, pp. 333-344

DOI cite dblp

ASC2018

Journal

Comparing learning to rank techniques in hybrid bug localization.

Zhendong Shi, Jacky W. Keung, Kwabena Ebo Bennin, Xingjun Zhang

Applied Soft Computing · vol. 62, pp. 636-648

DOI cite dblp

ICSE2018

Conference

MAHAKIL: diversity based oversampling approach to alleviate the class imbalance issue in software defect prediction.

Kwabena Ebo Bennin, Jacky W. Keung, Passakorn Phannachitta, Akito Monden, Solomon Mensah

International Conference on Software Engineering · Gothenburg, Sweden, May 2018 · pp. 699

DOI cite dblp

EASE2018

Conference

Bug Localization with Semantic and Structural Features using Convolutional Neural Network and Cascade Forest.

Yan Xiao, Jacky W. Keung, Qing Mi, Kwabena Ebo Bennin

International Conference on Evaluation and Assessment in Software Engineering · pp. 101-111

DOI cite dblp

EASE2018

Conference

An Inception Architecture-Based Model for Improving Code Readability Classification.

Qing Mi, Jacky W. Keung, Yan Xiao, Solomon Mensah, Xiupei Mei

International Conference on Evaluation and Assessment in Software Engineering · pp. 139-144

DOI cite dblp

—2018

Edited

Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering, EASE2018, Christchurch, New Zealand, June 28-29, 2018.

Austen Rainer, Stephen G. MacDonell, Jacky W. Keung

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COMPSAC2018

Conference

GBRAD: A General Framework to Evaluate Design Strategies for Hybrid Race Detection.

Jialin Yang, Wing Kwong Chan, Yuen-Tak Yu, Jacky W. Keung

IEEE Computers, Software, and Applications Conference · pp. 126-131

DOI cite dblp

APSEC2018

Conference

Improving Bug Localization with Character-Level Convolutional Neural Network and Recurrent Neural Network.

Yan Xiao, Jacky W. Keung

Asia-Pacific Software Engineering Conference · pp. 703-704

DOI cite dblp

ISET2018

Conference

A Gamification Technique for Motivating Students to Learn Code Readability in Software Engineering

Qing Mi, Jacky W. Keung, Xiupei Mei, Yan Xiao, W. K. Chan

International Symposium on Educational Technology

DOI cite

ISET2018

Conference

BlueJ-UML: Learning Object-Oriented Programming Paradigm using Interactive Programming Environment

Jacky W. Keung, Yan Xiao, Qing Mi, Victor C. S. Lee

International Symposium on Educational Technology

DOI cite

JSS2017

Journal

Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study.

Jianglin Huang, Jacky W. Keung, Federica Sarro, Yan-Fu Li, Yuen-Tak Yu, W. K. Chan, Hongyi Sun

Journal of Systems and Software · vol. 132, pp. 226-252

DOI cite dblp

IST2017

Journal

Systematic literature review and empirical investigation of barriers to process improvement in global software development: Client-vendor perspective.

Arif Ali Khan, Jacky W. Keung, Mahmood Niazi, Shahid Hussain, Awais Ahmad

Information and Software Technology · vol. 87, pp. 180-205

DOI cite dblp

ESE2017

Journal

A stability assessment of solution adaptation techniques for analogy-based software effort estimation.

Passakorn Phannachitta, Jacky W. Keung, Akito Monden, Kenichi Matsumoto

Empirical Software Engineering · vol. 22, no. 1, pp. 474-504

DOI cite dblp

ESE2017

Journal

Robust Statistical Methods for Empirical Software Engineering.

Barbara A. Kitchenham, Lech Madeyski, David Budgen, Jacky W. Keung, Pearl Brereton, Stuart M. Charters, Shirley Gibbs, Amnart Pohthong

Empirical Software Engineering · vol. 22, no. 2, pp. 579-630

DOI cite dblp

ASC2017

Journal

Software design patterns classification and selection using text categorization approach.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan

Applied Soft Computing · vol. 58, pp. 225-244

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ACCESS2017

Journal

SPIIMM: Toward a Model for Software Process Improvement Implementation and Management in Global Software Development.

Arif Ali Khan, Jacky W. Keung, Fazal-e-Amin, Mohammad Abdullah-Al-Wadud

IEEE Access · vol. 5, pp. 13720-13741

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SEKE2017

Conference

A Stratification and Sampling Model for Bellwether Moving Window.

Solomon Mensah, Jacky W. Keung, Michael Franklin Bosu, Kwabena Ebo Bennin, Patrick Kwaku Kudjo

International Conference on Software Engineering and Knowledge Engineering · pp. 481-486

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SAC2017

Conference

Towards a hypothetical framework of humans related success factors for process improvement in global software development: systematic review.

Arif Ali Khan, Jacky W. Keung, Mahmood Niazi, Shahid Hussain

ACM Symposium on Applied Computing · pp. 180-186

DOI cite dblp

QRS2017

Conference

Cross-Project Defect Prediction Using a Credibility Theory Based Naive Bayes Classifier.

Wai Nam Poon, Kwabena Ebo Bennin, Jianglin Huang, Passakorn Phannachitta, Jacky W. Keung

IEEE International Conference on Software Quality, Reliability and Security · pp. 434-441

DOI cite dblp

QRSC2017

Conference

Using Eye Tracking Technology to Analyze the Impact of Stylistic Inconsistency on Code Readability.

Qing Mi, Jacky W. Keung, Jianglin Huang, Yan Xiao

IEEE International Conference on Software Quality, Reliability and Security Companion · pp. 579-580

DOI cite dblp

QRS2017

Conference

Investigating the Significance of Bellwether Effect to Improve Software Effort Estimation.

Solomon Mensah, Jacky W. Keung, Stephen G. MacDonell, Michael Franklin Bosu, Kwabena Ebo Bennin

IEEE International Conference on Software Quality, Reliability and Security · pp. 340-351

DOI cite dblp

QRS2017

Conference

The Effect of Gang-of-Four Design Patterns Usage on Design Quality Attributes.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan

IEEE International Conference on Software Quality, Reliability and Security · pp. 263-273

DOI cite dblp

QRS2017

Conference

An Empirical Analysis of Three-Stage Data-Preprocessing for Analogy-Based Software Effort Estimation on the ISBSG Data.

Jianglin Huang, Yan-Fu Li, Jacky W. Keung, Yuen-Tak Yu, W. K. Chan

IEEE International Conference on Software Quality, Reliability and Security · pp. 442-449

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ICCE2017

Conference

Adoption of Computer Programming Exercises for Automatic Assessment - Issues and Caution.

Yuen-Tak Yu, Chung Man Tang, Chung Keung Poon, Jacky W. Keung

International Conference on Computers in Education

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EUROSPI2017

Conference

Systematic Literature Reviews of Software Process Improvement: A Tertiary Study.

Arif Ali Khan, Jacky W. Keung, Mahmood Niazi, Shahid Hussain, He Zhang

European Conference on Software Process Improvement · pp. 177-190

DOI cite dblp

ESEM2017

Conference

The Significant Effects of Data Sampling Approaches on Software Defect Prioritization and Classification.

Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden, Passakorn Phannachitta, Solomon Mensah

ACM/IEEE International Symposium on Empirical Software Engineering and Measurement · Toronto, Canada · pp. 364-373

DOI cite dblp

CISIS2017

Conference

A Framework for Ranking of Software Design Patterns.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan

International Conference on Complex, Intelligent and Software Intensive Systems · pp. 205-215

DOI cite dblp

APSEC2017

Conference

Improving Bug Localization with an Enhanced Convolutional Neural Network.

Yan Xiao, Jacky W. Keung, Qing Mi, Kwabena Ebo Bennin

Asia-Pacific Software Engineering Conference · pp. 338-347

DOI cite dblp

APSEC2017

Conference

Identifying Textual Features of High-Quality Questions: An Empirical Study on Stack Overflow.

Qing Mi, Yujin Gao, Jacky W. Keung, Yan Xiao, Solomon Mensah

Asia-Pacific Software Engineering Conference · pp. 636-641

DOI cite dblp

APSEC2017

Conference

Correlation between the Frequent Use of Gang-of-Four Design Patterns and Structural Complexity.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin

Asia-Pacific Software Engineering Conference · pp. 189-198

DOI cite dblp

APSEC2017

Conference

Impact of the Distribution Parameter of Data Sampling Approaches on Software Defect Prediction Models.

Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden

Asia-Pacific Software Engineering Conference · pp. 630-635

DOI cite dblp

SIGAPP2017

Journal

Understanding Software Process Improvement in Global Software Development: A Theoretical Framework of Human Factors

Arif Ali Khan, Jacky W. Keung, Shahid Hussain, Mahmood Niazi

ACM SIGAPP Applied Computing Review

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ICSESS2017

Conference

Utilizing cluster quality in hierarchical clustering for analogy-based software effort estimation

Jack H. C. Wu, Jacky W. Keung

IEEE International Conference on Software Engineering and Service Science

DOI cite

IEICE2016

Journal

LSA-X: Exploiting Productivity Factors in Linear Size Adaptation for Analogy-Based Software Effort Estimation.

Passakorn Phannachitta, Akito Monden, Jacky W. Keung, Ken-ichi Matsumoto

IEICE Transactions on Information and Systems · vol. 99-D, no. 1, pp. 151-162

DOI cite dblp

IET2016

Journal

Systematic review of success factors and barriers for software process improvement in global software development.

Arif Ali Khan, Jacky W. Keung

IET Software · vol. 10, no. 5, pp. 125-135

DOI cite dblp

SEKE2016

Conference

Multi-Objective Optimization for Software Testing Effort Estimation.

Solomon Mensah, Jacky W. Keung, Kwabena Ebo Bennin, Michael Franklin Bosu

International Conference on Software Engineering and Knowledge Engineering · pp. 527-530

DOI cite dblp

QRS2016

Conference

DFL: Dual-Service Fault Localization.

Chung Man Tang, Jacky W. Keung, Yuen-Tak Yu, W. K. Chan

IEEE International Conference on Software Quality, Reliability and Security · pp. 412-422

DOI cite dblp

QRSC2016

Conference

Detection of Fault-Prone Classes Using Logistic Regression Based Object-Oriented Metrics Thresholds.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin

IEEE International Conference on Software Quality, Reliability and Security Companion · pp. 93-100

DOI cite dblp

QRS2016

Conference

Empirical Evaluation of Cross-Release Effort-Aware Defect Prediction Models.

Kwabena Ebo Bennin, Koji Toda, Yasutaka Kamei, Jacky W. Keung, Akito Monden, Naoyasu Ubayashi

IEEE International Conference on Software Quality, Reliability and Security · pp. 214-221

DOI cite dblp

PROMISE2016

Conference

Measuring the Stylistic Inconsistency in Software Projects using Hierarchical Agglomerative Clustering.

Qing Mi, Jacky W. Keung, Yang Yu

International Conference on Predictive Models and Data Analytics in Software Engineering · pp. 5:1-5:10

DOI cite dblp

EASE2016

Conference

An empirical analysis of reopened bugs based on open source projects.

Qing Mi, Jacky W. Keung

International Conference on Evaluation and Assessment in Software Engineering · pp. 37:1-37:10

DOI cite dblp

COMPSAC2016

Conference

A Strategy to Determine When to Stop Using Automatic Bug Localization.

Zhendong Shi, Jacky W. Keung, Kwabena Ebo Bennin, Nachai Limsettho, Qinbao Song

IEEE Computers, Software, and Applications Conference · pp. 185-190

DOI cite dblp

COMPSACW2016

Conference

A Methodology to Automate the Selection of Design Patterns.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin

IEEE Computers, Software, and Applications Conference Workshops · pp. 161-166

DOI cite dblp

COMPSAC2016

Conference

Investigating the Effects of Balanced Training and Testing Datasets on Effort-Aware Fault Prediction Models.

Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden, Yasutaka Kamei, Naoyasu Ubayashi

IEEE Computers, Software, and Applications Conference · pp. 154-163

DOI cite dblp

APSEC2016

Conference

Filter-INC: Handling Effort-Inconsistency in Software Effort Estimation Datasets.

Passakorn Phannachitta, Jacky W. Keung, Kwabena Ebo Bennin, Akito Monden, Kenichi Matsumoto

Asia-Pacific Software Engineering Conference · pp. 185-192

DOI cite dblp

QUASOQ2016

Conference

Rework Effort Estimation of Self-admitted Technical Debt.

Solomon Mensah, Jacky W. Keung, Michael Franklin Bosu, Kwabena Ebo Bennin

International Workshop on Quantitative Approaches to Software Quality · pp. 72-75

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ICSESS2016

Conference

Decision support for global software development with pattern discovery

Jack H.C. Wu, Jacky W. Keung

IEEE International Conference on Software Engineering and Service Science

DOI cite

ENASE2015

Conference

Effects of Geographical, Socio-cultural and Temporal Distances on Communication in Global Software Development during Requirements Change Management - A Pilot Study.

Arif Ali Khan, Jacky W. Keung, Shahid Hussain, Kwabena Ebo Bennin

International Conference on Evaluation of Novel Approaches to Software Engineering · pp. 159-168

DOI cite dblp

EASE2015

Conference

Case consistency: a necessary data quality property for software engineering data sets.

Passakorn Phannachitta, Akito Monden, Jacky W. Keung, Ken-ichi Matsumoto

International Conference on Evaluation and Assessment in Software Engineering · pp. 19:1-19:10

DOI cite dblp

CLOUDCOM2015

Conference

Providing Fairer Resource Allocation for Multi-tenant Cloud-Based Systems.

Jia Ru, John C. Grundy, Yun Yang, Jacky W. Keung, Li Hao

IEEE International Conference on Cloud Computing Technology and Science · pp. 306-313

DOI cite dblp

ASWEC2015

Conference

Performance Evaluation of Ensemble Methods For Software Fault Prediction: An Experiment.

Shahid Hussain, Jacky W. Keung, Arif Ali Khan, Kwabena Ebo Bennin

Australian Software Engineering Conference · pp. 91-95

DOI cite dblp

IPSJ2014

Journal

Software Effort Estimation Models Incorporating Expert Judgment

Tsunoda Masateru, Monden Akito, Jacky W. Keung, Matsumoto Kenichi

IPSJ Transactions

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INNOSWDEV2014

Conference

An empirical study of BM25 and BM25F based feature location techniques.

Zhendong Shi, Jacky W. Keung, Qinbao Song

International Workshop on Innovative Software Development Methodologies and Practices · pp. 106-114

DOI cite dblp

INNOSWDEV2014

Conference

Software engineering for multi-tenancy computing challenges and implications.

Jia Ru, John C. Grundy, Jacky W. Keung

International Workshop on Innovative Software Development Methodologies and Practices · pp. 1-10

DOI cite dblp

INNOSWDEV2014

Conference

Scaling up analogy-based software effort estimation: a comparison of multiple hadoop implementation schemes.

Passakorn Phannachitta, Jacky W. Keung, Akito Monden, Ken-ichi Matsumoto

International Workshop on Innovative Software Development Methodologies and Practices · pp. 65-72

DOI cite dblp

INNOSWDEV2014

Conference

Cloud-based support for global software engineering: potentials, risks, and gaps.

Mohammed Al-qadhi, Jacky W. Keung

International Workshop on Innovative Software Development Methodologies and Practices · pp. 57-64

DOI cite dblp

TSE2013

Journal

Learning Project Management Decisions: A Case Study with Case-Based Reasoning versus Data Farming.

Tim Menzies, Adam Brady, Jacky W. Keung, Jairus Hihn, Steve Williams, Oussama El-Rawas, Phillip Green II, Barry W. Boehm

IEEE Transactions on Software Engineering · vol. 39, no. 12, pp. 1698-1713

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TSE2013

Journal

Active Learning and Effort Estimation: Finding the Essential Content of Software Effort Estimation Data.

Ekrem Kocaguneli, Tim Menzies, Jacky W. Keung, David R. Cok, Raymond J. Madachy

IEEE Transactions on Software Engineering · vol. 39, no. 8, pp. 1040-1053

DOI cite dblp

IST2013

Journal

FCA-CIA: An approach of using FCA to support cross-level change impact analysis for object oriented Java programs.

Bixin Li, Xiaobing Sun, Jacky W. Keung

Information and Software Technology · vol. 55, no. 8, pp. 1437-1449

DOI cite dblp

ESE2013

Journal

Kernel methods for software effort estimation - Effects of different kernel functions and bandwidths on estimation accuracy.

Ekrem Kocaguneli, Tim Menzies, Jacky W. Keung

Empirical Software Engineering · vol. 18, no. 1, pp. 1-24

DOI cite dblp

ARXIV2013

Preprint

Effort-Oriented Classification Matrix of Web Service Composition.

Zheng Li, Liam O'Brien, Jacky W. Keung, Xiwei Xu

arXiv · vol. abs/1302.2201

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ARXIV2013

Preprint

Software Cost Estimation Framework for Service-Oriented Architecture Systems using Divide-and-Conquer Approach.

Zheng Li, Jacky W. Keung

arXiv · vol. abs/1302.2199

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ASE2013

Journal

Finding conclusion stability for selecting the best effort predictor in software effort estimation.

Jacky W. Keung, Ekrem Kocaguneli, Tim Menzies

Automated Software Engineering · vol. 20, no. 4, pp. 543-567

DOI cite dblp

ESEM2013

Conference

Lessons from Conducting a Distributed Quasi-experiment.

David Budgen, Barbara A. Kitchenham, Stuart M. Charters, Shirley Gibbs, Amnart Pohthong, Jacky W. Keung, Pearl Brereton

ACM/IEEE International Symposium on Empirical Software Engineering and Measurement · Baltimore, MD, USA · pp. 143-152

DOI cite dblp

ASWEC2013

Conference

An Empirical Investigation on the Simulation of Priority and Shortest-Job-First Scheduling for Cloud-Based Software Systems.

Jia Ru, Jacky W. Keung

Australian Software Engineering Conference · pp. 78-87

DOI cite dblp

ASWEC2013

Conference

An Empirical Experiment on Analogy-Based Software Cost Estimation with CUDA Framework.

Passakorn Phannachitta, Jacky W. Keung, Ken-ichi Matsumoto

Australian Software Engineering Conference · pp. 165-174

DOI cite dblp

APSEC2013

Conference

Improving Analogy-Based Software Cost Estimation through Probabilistic-Based Similarity Measures.

Passakorn Phannachitta, Jacky W. Keung, Akito Monden, Ken-ichi Matsumoto

Asia-Pacific Software Engineering Conference · pp. 541-546

DOI cite dblp

TSE2012

Journal

On the Value of Ensemble Effort Estimation.

Ekrem Kocaguneli, Tim Menzies, Jacky W. Keung

IEEE Transactions on Software Engineering · vol. 38, no. 6, pp. 1403-1416

DOI cite dblp

TSE2012

Journal

Exploiting the Essential Assumptions of Analogy-Based Effort Estimation.

Ekrem Kocaguneli, Tim Menzies, Ayse Bener, Jacky W. Keung

IEEE Transactions on Software Engineering · vol. 38, no. 2, pp. 425-438

DOI cite dblp

IEEESW2012

Journal

Guest Editors' Introduction: Software Engineering for the Cloud.

John C. Grundy, Gerald Kaefer, Jacky W. Keung, Anna Liu

IEEE Software · vol. 29, no. 2, pp. 26-29

DOI cite dblp

FGCS2012

Journal

Empirical prediction models for adaptive resource provisioning in the cloud.

Sadeka Islam, Jacky W. Keung, Kevin Lee, Anna Liu

Future Generation Computer Systems · vol. 28, no. 1, pp. 155-162

DOI cite dblp

UCC2012

Conference

Cloud Deployment Model Selection Assessment for SMEs: Renting or Buying a Cloud.

Jacky W. Keung, Fanny Kwok

IEEE/ACM International Conference on Utility and Cloud Computing · pp. 21-28

DOI cite dblp

APSEC2012

Conference

Assessing the Representativeness of Open Source Projects in Empirical Software Engineering Studies.

Hao Zhong, Ye Yang, Jacky W. Keung

Asia-Pacific Software Engineering Conference · pp. 808-817

DOI cite dblp

APSEC2012

Conference

Incorporating Expert Judgment into Regression Models of Software Effort Estimation.

Masateru Tsunoda, Akito Monden, Jacky W. Keung, Ken-ichi Matsumoto

Asia-Pacific Software Engineering Conference · pp. 374-379

DOI cite dblp

APSEC2012

Conference

A Heuristic Rule Reduction Approach to Software Fault-proneness Prediction.

Akito Monden, Jacky W. Keung, Shuji Morisaki, Yasutaka Kamei, Ken-ichi Matsumoto

Asia-Pacific Software Engineering Conference · pp. 838-847

DOI cite dblp

APSECW2012

Conference

An Investigation on Software Bug-Fix Prediction for Open Source Software Projects - A Case Study on the Eclipse Project.

Akinori Ihara, Yasutaka Kamei, Akito Monden, Masao Ohira, Jacky W. Keung, Naoyasu Ubayashi, Ken-ichi Matsumoto

Asia-Pacific Software Engineering Conference Workshops · pp. 112-119

DOI cite dblp

ESEM2011

Conference

Size Estimation of Cloud Migration Projects with Cloud Migration Point (CMP).

Van T. K. Tran, Kevin Lee, Alan D. Fekete, Anna Liu, Jacky W. Keung

ACM/IEEE International Symposium on Empirical Software Engineering and Measurement · Banff, Canada · pp. 265-274

DOI cite dblp

ICSE2011

Conference

Application migration to cloud: A taxonomy of critical factors

Van Tran, Jacky W. Keung, Anna Liu, Alan Fekete

International Conference on Software Engineering · Waikiki, Honolulu, HI, USA

DOI cite

JSEA2010

Journal

Case-Based Reasoning for Reducing Software Development Effort.

Adam Brady, Tim Menzies, Oussama El-Rawas, Ekrem Kocaguneli, Jacky W. Keung

Journal of Software Engineering and Applications · vol. 3, no. 11, pp. 1005-1014

DOI cite dblp

SOSE2010

Conference

Software Cost Estimation Framework for Service-Oriented Architecture Systems Using Divide-and-Conquer Approach.

Zheng Li, Jacky W. Keung

IEEE International Symposium on Service-Oriented System Engineering · pp. 47-54

DOI cite dblp

PROFES2010

Conference

Towards SOA implementation complexity measurement enlightened by organization theory.

Zheng Li, Liam O'Brien, He Zhang, Jacky W. Keung

International Conference on Product-Focused Software Process Improvement · pp. 12-15

DOI cite dblp

ASE2010

Conference

When to use data from other projects for effort estimation.

Ekrem Kocaguneli, Gregory Gay, Tim Menzies, Ye Yang, Jacky W. Keung

IEEE/ACM International Conference on Automated Software Engineering · Antwerp, Belgium · pp. 321-324

DOI cite dblp

ASWEC2010

Conference

A Statistical Method for Middleware System Architecture Evaluation.

Jacky W. Keung, Yan Liu, Kate Foster, Thong Nguyen

Australian Software Engineering Conference · pp. 183-191

DOI cite dblp

APSEC2010

Conference

Evaluating Cloud Platform Architecture with the CARE Framework.

Liang Zhao, Anna Liu, Jacky W. Keung

Asia-Pacific Software Engineering Conference · pp. 60-69

DOI cite dblp

APSEC2010

Conference

Quantitative Analysis for Non-linear System Performance Data Using Case-Based Reasoning.

Jacky W. Keung, Thong Nguyen

Asia-Pacific Software Engineering Conference · pp. 346-355

DOI cite dblp

MIDDLEWARE2010

Conference

Integration of RESTfulBP with BDIM decision making

Qinghua Lu, Xiwei Xu, Vladimir Tosic, Jacky W. Keung, Liming Zhu

ACM/IFIP/USENIX International Middleware Conference

DOI cite

QSIC2009

Conference

Quality Assessment of Mission Critical Middleware System Using MEMS.

Yan Liu, Kate Foster, Thong Nguyen, Jacky W. Keung

International Conference on Quality Software · pp. 259-268

DOI cite dblp

ASWEC2009

Conference

Software Development Cost Estimation Using Analogy: A Review.

Jacky W. Keung

Australian Software Engineering Conference · pp. 327-336

DOI cite dblp

TSE2008

Journal

Analogy-X: Providing Statistical Inference to Analogy-Based Software Cost Estimation.

Jacky W. Keung, Barbara A. Kitchenham, D. Ross Jeffery

IEEE Transactions on Software Engineering · vol. 34, no. 4, pp. 471-484

DOI cite dblp

ESE2008

Journal

Evaluating guidelines for reporting empirical software engineering studies.

Barbara A. Kitchenham, Hiyam Al-Kilidar, Muhammad Ali Babar, Mike Berry, Karl Cox, Jacky W. Keung, Felicia Kurniawati, Mark Staples, He Zhang, Liming Zhu

Empirical Software Engineering · vol. 13, no. 1, pp. 97-121

DOI cite dblp

ESEM2008

Conference

Empirical evaluation of analogy-x for software cost estimation.

Jacky W. Keung

ACM/IEEE International Symposium on Empirical Software Engineering and Measurement · Kaiserslautern, Germany · pp. 294-296

DOI cite dblp

ESEM2008

Conference

An over-sampling method for analogy-based software effort estimation.

Yasutaka Kamei, Jacky W. Keung, Akito Monden, Ken-ichi Matsumoto

ACM/IEEE International Symposium on Empirical Software Engineering and Measurement · Kaiserslautern, Germany · pp. 312-314

DOI cite dblp

ASWEC2008

Conference

Semi-quantitative Modeling for Managing Software Development Processes.

He Zhang, Jacky W. Keung, Barbara A. Kitchenham, D. Ross Jeffery

Australian Software Engineering Conference · pp. 66-75

DOI cite dblp

ASWEC2008

Conference

Experiments with Analogy-X for Software Cost Estimation.

Jacky W. Keung, Barbara A. Kitchenham

Australian Software Engineering Conference · pp. 229-238

DOI cite dblp

APSEC2008

Conference

Automated Support for Software Cost Estimation Using Web-CoBRA.

Jacky W. Keung, D. Ross Jeffery

Asia-Pacific Software Engineering Conference · pp. 519-526

DOI cite dblp

APSEC2008

Conference

Theoretical Maximum Prediction Accuracy for Analogy-Based Software Cost Estimation.

Jacky W. Keung

Asia-Pacific Software Engineering Conference · pp. 495-502

DOI cite dblp

APSEC2007

Conference

Optimising Project Feature Weights for Analogy-Based Software Cost Estimation using the Mantel Correlation.

Jacky W. Keung, Barbara A. Kitchenham

Asia-Pacific Software Engineering Conference · pp. 222-229

DOI cite dblp

APSEC2007

Conference

SPACE 2007 - 1st International Workshop on Software Productivity Analysis and Cost Estimation.

Jacky W. Keung

Asia-Pacific Software Engineering Conference · pp. 562

DOI cite dblp

ISESE2006

Conference

Evaluating guidelines for empirical software engineering studies.

Barbara A. Kitchenham, Hiyam Al-Kilidar, Muhammad Ali Babar, Mike Berry, Karl Cox, Jacky W. Keung, Felicia Kurniawati, Mark Staples, He Zhang, Liming Zhu

International Symposium on Empirical Software Engineering · pp. 38-47

DOI cite dblp

IASTED2004

Conference

Exploring the issues of boundary definition in the application of cosmic-ffp to embedded systems.

Jacky W. Keung, D. Ross Jeffery

IASTED International Conference on Software Engineering and Applications · pp. 679-684

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ASWEC2004

Conference

The Challenge of Introducing a New Software Cost Estimation Technology into a Small Software Organisation.

Jacky W. Keung, D. Ross Jeffery, Barbara A. Kitchenham

Australian Software Engineering Conference · pp. 52-59

DOI cite dblp

Research publications