Shikai Guo

Most-cited papers

Identify Severity Bug Report with Distribution Imbalance by CR-SMOTE and ELM
Shikai Guo, Rong Chen, Hui Li, Tian-Lun Zhang +1 more
2019International journal of software engineering and knowledge engineering116 citations
Semantic Scholar
Fusion of Multi-RSMOTE With Fuzzy Integral to Classify Bug Reports With an Imbalanced Distribution
Rong Chen, Shikai Guo, Xi-Zhao Wang, Tian-Lun Zhang
2019IEEE transactions on fuzzy systems70 citations
Semantic Scholar
Ensemble Data Reduction Techniques and Multi-RSMOTE via Fuzzy Integral for Bug Report Classification
Shikai Guo, Rong Chen, Miao-Miao Wei, Hui Li +1 more
2018IEEE Access63 citations Open access
Semantic Scholar
Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes
Shikai Guo, Ya-Qing Liu, Rong Chen, Xiao Sun +1 more
2018Neural Processing Letters61 citations
Semantic Scholar
Developer Activity Motivated Bug Triaging: Via Convolutional Neural Network
Shikai Guo, Xinyi Zhang, Xi Yang, Rong Chen +3 more
2020Neural Processing Letters53 citations
Semantic Scholar
The Influence Ranking for Testers in Bug Tracking Systems
Hui Li, Guofeng Gao, Rong Chen, X. Ge +2 more
2019International journal of software engineering and knowledge engineering46 citations
Semantic Scholar
Rich Feature Combination for Cost-Based Broad Learning System
Tian-Lun Zhang, Rong Chen, Xi Yang, Shikai Guo
2019IEEE Access22 citations Open access
Semantic Scholar
Detecting Simulink compiler bugs via controllable zombie blocks mutation
Shikai Guo, He Jiang, Zhihao Xu, Xiaochen Li +3 more
2022ESEC/SIGSOFT FSE21 citations
Semantic Scholar
Using Knowledge Transfer and Rough Set to Predict the Severity of Android Test Reports via Text Mining
Shikai Guo, Rong Chen, Hui Li
2017Symmetry17 citations Open access
Semantic Scholar
What's Wrong With Low-Code Development Platforms? An Empirical Study of Low-Code Development Platform Bugs
Dong Liu, He Jiang, Shikai Guo, Yuting Chen +1 more
2024IEEE Transactions on Reliability12 citations
Semantic Scholar
Software defect prediction with imbalanced distribution by radius‐synthetic minority over‐sampling technique
Shikai Guo, Jiang-Xue Dong, Hui Li, Jia-Hui Wang
2021J. Softw. Evol. Process.12 citations
Semantic Scholar
Estimating Uncertainty in Labeled Changes by SZZ Tools on Just-In-Time Defect Prediction
Shikai Guo, Dong-Min Li, Lin Huang, Sijia Lv +4 more
2023ACM Transactions on Software Engineering and Methodology11 citations Open access
Semantic Scholar
An Easy Data Augmentation Approach for Application Reviews Event Inference
Shikai Guo, Hao-Rui Lin, Jiaoru Zhao, Hui Li +3 more
2023IEEE Transactions on Software Engineering10 citations
Semantic Scholar
Crowdsourced Web Application Testing Under Real-Time Constraints
Shikai Guo, Rong Chen, Hui Li, Jian Gao +1 more
2018International journal of software engineering and knowledge engineering10 citations
Semantic Scholar
Analyzing and Detecting Information Types of Developer Live Chat Threads
Xiuwei Shang, Shuai Zhang, Yi-Tong Zhang, Shikai Guo +5 more
2024ACM Transactions on Software Engineering and Methodology9 citations Open access
Semantic Scholar
Detect software vulnerabilities with weight biases via graph neural networks
Hui-Jiang Liu, Shuirou Jiang, Xuexin Qi, Yang Qu +4 more
2023Expert systems with applications9 citations
Semantic Scholar
DupHunter: Detecting Duplicate Pull Requests in Fork-Based Development
He Jiang, Yulong Li, Shikai Guo, Xiaochen Li +3 more
2023IEEE Transactions on Software Engineering9 citations
Semantic Scholar
Surprise Bug Report Prediction Utilizing Optimized Integration with Imbalanced Learning Strategy
Hui Li, Yang Qu, Shikai Guo, Guofeng Gao +2 more
2020Complex9 citations Open access
Semantic Scholar
Feature transfer learning by reinforcement learning for detecting software defect
Shikai Guo, Jia-Hui Wang, Zhihao Xu, Lin Huang +2 more
2022Software, Practice & Experience5 citations
Semantic Scholar
A domain‐of‐influence based pricing strategy for task assignment in crowdsourcing package delivery
Zhi-Feng Zhou, Rong Chen, Shikai Guo
2021IET Intelligent Transport Systems5 citations Open access
Semantic Scholar
Cascading failures mechanism based on betweenness-degree ratio distribution with different connecting preferences
Xiao-Juan Wang, Shikai Guo, Lei Jin, Mo Chen
20175 citations
Semantic Scholar
An data augmentation method for source code summarization
Zi-Xuan Song, Hui Zeng, Xiuwei Shang, Guan-Xi Li +2 more
2023Neurocomputing4 citations
Semantic Scholar
Do Not Have Enough Data? An Easy Data Augmentation for Code Summarization
Zi-Xuan Song, Xiuwei Shang, Mengxuan Li, Rong Chen +2 more
2022International Symposium on Parallel Architectures, Algorithms and Programming4 citations
Semantic Scholar
Combining Imbalance Learning Strategy and Multiclassifier Estimator for Bug Report Classification
Shikai Guo, Si-Wen Wang, Miao-Miao Wei, Rong Chen +2 more
20204 citations Open access
Semantic Scholar
Identification of High Priority Bug Reports via Integration Method
Guofeng Gao, Hui Li, Rong Chen, X. Ge +1 more
2018Big Data4 citations
Semantic Scholar
An agent-based approach for crowdsourcing software design
Hui Li, Li-Ying Hao, X. Ge, Jian Gao +1 more
2016Chinese Control and Decision Conference4 citations
Semantic Scholar
Structuring meaningful bug-fixing patches to fix software defect
Hui Li, Yong Liu, Xuexin Qi, Xi Yu +1 more
2023IET Software3 citations Open access
Semantic Scholar
Self‐admitted technical debt detection by learning its comprehensive semantics via graph neural networks
Hui Li, Yang Qu, Yong Liu, Rong Chen +2 more
2022Software, Practice & Experience3 citations
Semantic Scholar
Deep Just-In-Time Consistent Comment Update via Source Code Changes
Shikai Guo, Xi-Hui Xu, Hui Li, Rong Chen
2022International Symposium on Parallel Architectures, Algorithms and Programming3 citations
Semantic Scholar
Identify High-Impact Bug Reports by Combining the Data Reduction and Imbalanced Learning Strategies
Shikai Guo, Miao-Miao Wei, Si-Wen Wang, Rong'an Chen +3 more
2019Applied Sciences3 citations Open access
Semantic Scholar
A Multi-Factor Approach for Selection of Developers to Fix Bugs in a Program
Shikai Guo, Shifei Chen, Si-Wen Wang, De-Cheng Zhang +4 more
2019Applied Sciences3 citations Open access
Semantic Scholar
Enhancing Bug Report Assignment with an Optimized Reduction of Training Set
Miao-Miao Wei, Shikai Guo, Rong Chen, Jian Gao
2018Knowledge Science, Engineering and Management3 citations
Semantic Scholar
The Influence Ranking for Software Classes
Hui Li, Guofeng Gao, X. Ge, Shikai Guo +1 more
2018International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery3 citations
Semantic Scholar
Improving LLM Code Generation via Requirement-Aware Curriculum Reinforcement Learning
Shouyu Yin, Zhao Tian, Jun-Jie Chen, Shikai Guo
2026arXiv.org2 citations
Semantic Scholar
Identifying Root Cause of Bugs by Capturing Changed Code Lines With Relational Graph Neural Networks
Jiaqi Zhang, Shikai Guo, Hui Li, Chenchen Li +2 more
2025IEEE transactions on consumer electronics2 citations Open access
Semantic Scholar
Multi-Feature Fusion Based Structural Deep Neural Network for Predicting Answer Time on Stack Overflow
Shikai Guo, Si-Wen Wang, Hui Li, Yujie Fan +2 more
2023Journal of Computational Science and Technology2 citations
Semantic Scholar
Code samples summarization for knowledge exchange in developer community
Shikai Guo, Zhongya Liu, Zi-Xuan Song, Hui Li +1 more
2022Software, Practice & Experience2 citations
Semantic Scholar
A Novel Approach to Publishing Tasks for Collaboratively Crowdsourcing Workflows
Wenjun Tang, Rong Chen, Shikai Guo
2019International journal of software engineering and knowledge engineering2 citations
Semantic Scholar
Capability Matching and Heuristic Search for Job Assignment in Crowdsourced Web Application Testing
Shikai Guo, Rong Chen, Hui Li, Ya-Qing Liu
2018IEEE International Conference on Systems, Man and Cybernetics2 citations
Semantic Scholar
A Real-Time Collaborative Testing Approach for Web Application: Via Multi-tasks Matching
Shikai Guo, Rong Chen, Hui Li
2016IEEE International Conference on Software Quality, Reliability and Security Companion2 citations
Semantic Scholar
Constructing meaningful code changes via graph transformer
Shikai Guo, Mengxuan Li, X. Ge, Hui Li +2 more
2023IET Software1 citations Open access
Semantic Scholar
Structuring Meaningful Code Changes in Developer Community
Mengxuan Li, Shikai Guo, X. Ge, Hui Li +1 more
2022International Symposium on Parallel Architectures, Algorithms and Programming1 citations
Semantic Scholar
Toward more accurate developer recommendation via inference of development activities from interaction with bug repair process
Si-Wen Wang, Linhui Wang, Yang Qu, Rong Chen +1 more
2021J. Softw. Evol. Process.1 citations
Semantic Scholar
An unsupervised video summarisation method based on temporal convolutional networks
Ke Jin, Hui Li, Hao-Ran Li, Qi-Chuang Liu +2 more
2025International journal of computer application and technology0 citations
Semantic Scholar
An unsupervised video summarisation method based on temporal convolutional networks
Hao-Ran Li, Ke Jin, Hui Li, Qi-Chuang Liu +2 more
2024International journal of computer application and technology0 citations
Semantic Scholar
Deep Just-In-Time Defect Prediction Based on Double-Source Input Self-Attention Mechanism (S)
Weixiang Hong, Yi Wu, Hui Li, Shikai Guo
2024International Conference on Software Engineering and Knowledge Engineering0 citations
Semantic Scholar
Tackling the Imbalance Biases in the Code Cloze Test
Xuexin Qi, Lingxiao Zhao, Hui Li, Shikai Guo
20232023 IEEE 12th Data Driven Control and Learning Systems Conference (DDCLS)0 citations
Semantic Scholar
Optimization of Web Service Testing Task Assignment in Crowdtesting Environment
Wenjun Tang, Rong Chen, Jiali Zhang, Lin Huang +2 more
2023Journal of Computational Science and Technology0 citations
Semantic Scholar
Generating High Quality Titles in StackOverflow via Data Denoising Method
Shikai Guo, Bo-Wen Ping, Zi-Xuan Song, Hui Li +1 more
2022International Symposium on Parallel Architectures, Algorithms and Programming0 citations
Semantic Scholar
基于强化学习的Web服务众测任务分派方法 (Web Service Crowdtesting Task Assignment Approach Based onReinforcement Learning)
Wenjun Tang, Jiali Zhang, Rong Chen, Shikai Guo
2020计算机科学0 citations
Semantic Scholar