Shikai Guo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 49

Top Topics

Reinforcement Learning

Software Defect

Top Venues

Int. J. Softw. Eng. Knowl. Eng.

Softw. Pract. Exp.

IEEE Trans. Software Eng.

Publications

Zhenzhen Cao, Sijia Lv, Xinlong Zhang, Hui Li, Qian Ma, Tingting Li, Cheng Guo, Shikai Guo
Structuring Meaningful Code Review Automation in Developer Community. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Xiuwei Shang, Shuai Zhang, Yitong Zhang, Shikai Guo, Yulong Li, Rong Chen, Hui Li, Xiaochen Li, He Jiang
Analyzing and Detecting Information Types of Developer Live Chat Threads. ACM Trans. Softw. Eng. Methodol. 33 (5) (2024)
Dong Liu, He Jiang, Shikai Guo, Yuting Chen, Lei Qiao
What's Wrong With Low-Code Development Platforms? An Empirical Study of Low-Code Development Platform Bugs. IEEE Trans. Reliab. 73 (1) (2024)
Huijiang Liu, Shuirou Jiang, Xuexin Qi, Yang Qu, Hui Li, Tingting Li, Chen Guo, Shikai Guo
Detect software vulnerabilities with weight biases via graph neural networks. Expert Syst. Appl. 238 (Part B) (2024)
Yi Guo, Yu Chai, Lehuan Zhang, Hui Li, Mengzhi Luo, Shikai Guo
Context-based transfer learning for low resource code summarization. Softw. Pract. Exp. 54 (3) (2024)
Qian Wang, Zhengdao Li, Hetong Liang, Xiaowei Pan, Hui Li, Tingting Li, Xiaochen Li, Chenchen Li, Shikai Guo
Graph Confident Learning for Software Vulnerability Detection. Eng. Appl. Artif. Intell. 133 (2024)
He Jiang, Zun Wang, Zhide Zhou, Xiaochen Li, Shikai Guo, Weifeng Sun, Tao Zhang
A Testing Program and Pragma Combination Selection Based Framework for High-Level Synthesis Tool Pragma-Related Bug Detection. IEEE Trans. Software Eng. 50 (4) (2024)
Zhengkang Xu, Shikai Guo, Yumiao Wang, Rong Chen, Hui Li, Xiaochen Li, He Jiang
Code Comment Inconsistency Detection Based on Confidence Learning. IEEE Trans. Software Eng. 50 (3) (2024)
Xiaochen Li, Shikai Guo, Hongyi Cheng, He Jiang
Simulink Compiler Testing via Configuration Diversification With Reinforcement Learning. IEEE Trans. Reliab. 73 (2) (2024)
Zelong Zheng, Ruihan Wang, Zijian Tao, Hui Li, Chen Chen, Tingting Li, Shikai Guo
Automated patch correctness predicting to fix software defect. Expert Syst. Appl. 256 (2024)
Zhihao Xu, Shikai Guo, Guilin Zhao, Peiyu Zou, Xiaochen Li, He Jiang
A Novel HDL Code Generator for Effectively Testing FPGA Logic Synthesis Compilers. CoRR (2024)
Shikai Guo, Dongmin Li, Lin Huang, Sijia Lv, Rong Chen, Hui Li, Xiaochen Li, He Jiang
Estimating Uncertainty in Labeled Changes by SZZ Tools on Just-In-Time Defect Prediction. ACM Trans. Softw. Eng. Methodol. 33 (4) (2024)
He Jiang, Yulong Li, Shikai Guo, Xiaochen Li, Tao Zhang, Hui Li, Rong Chen
DupHunter: Detecting Duplicate Pull Requests in Fork-Based Development. IEEE Trans. Software Eng. 49 (4) (2023)
Shikai Guo, Jiahui Wang, Zhihao Xu, Lin Huang, Hui Li, Rong Chen
Feature transfer learning by reinforcement learning for detecting software defect. Softw. Pract. Exp. 53 (2) (2023)
Shikai Guo, Mengxuan Li, Xin Ge, Hui Li, Rong Chen, Tingting Li
Constructing meaningful code changes via graph transformer. IET Softw. 17 (2) (2023)
Shikai Guo, Zhongyan Liu, Zixuan Song, Hui Li, Rong Chen
Code samples summarization for knowledge exchange in developer community. Softw. Pract. Exp. 53 (2) (2023)
Zixuan Song, Hui Zeng, Xiuwei Shang, Guanxi Li, Hui Li, Shikai Guo
An data augmentation method for source code summarization. Neurocomputing 549 (2023)
Hui Li, Yong Liu, Xuexin Qi, Xi Yu, Shikai Guo
Structuring meaningful bug-fixing patches to fix software defect. IET Softw. 17 (4) (2023)
He Jiang, Hongyi Cheng, Shikai Guo, Xiaochen Li
Partition Based Differential Testing for Finding Embedded Code Generation Bugs in Simulink. DAC (2023)
Shikai Guo, Haorui Lin, Jiaoru Zhao, Hui Li, Rong Chen, Xiaochen Li, He Jiang
An Easy Data Augmentation Approach for Application Reviews Event Inference. IEEE Trans. Software Eng. 49 (10) (2023)
Wen-Jun Tang, Rong Chen, Jiali Zhang, Lin Huang, Sheng-Jie Zheng, Shikai Guo
Optimization of Web Service Testing Task Assignment in Crowdtesting Environment. J. Comput. Sci. Technol. 38 (2) (2023)
Shikai Guo, Siwen Wang, Hui Li, Yu-Long Fan, Yaqing Liu, Bin Zhang
Multi-Feature Fusion Based Structural Deep Neural Network for Predicting Answer Time on Stack Overflow. J. Comput. Sci. Technol. 38 (3) (2023)
Shikai Guo, He Jiang, Zhihao Xu, Xiaochen Li, Zhilei Ren, Zhide Zhou, Rong Chen
Detecting Simulink compiler bugs via controllable zombie blocks mutation. ESEC/SIGSOFT FSE (2022)
Hui Li, Yang Qu, Yong Liu, Rong Chen, Jun Ai, Shikai Guo
Self-admitted technical debt detection by learning its comprehensive semantics via graph neural networks. Softw. Pract. Exp. 52 (10) (2022)
Shikai Guo, Bowen Ping, Zixuan Song, Hui Li, Rong Chen
Generating High Quality Titles in StackOverflow via Data Denoising Method. PAAP (2022)
Mengxuan Li, Shikai Guo, Xin Ge, Hui Li, Rong Chen
Structuring Meaningful Code Changes in Developer Community. PAAP (2022)
Shikai Guo, Xihui Xu, Hui Li, Rong Chen
Deep Just-In-Time Consistent Comment Update via Source Code Changes. PAAP (2022)
Zixuan Song, Xiuwei Shang, Mengxuan Li, Rong Chen, Hui Li, Shikai Guo
Do Not Have Enough Data? An Easy Data Augmentation for Code Summarization. PAAP (2022)
Shikai Guo, Jian Dong, Hui Li, Jiahui Wang
Software defect prediction with imbalanced distribution by radius-synthetic minority over-sampling technique. J. Softw. Evol. Process. 33 (7) (2021)
Siwen Wang, Linhui Wang, Yang Qu, Rong Chen, Shikai Guo
Toward more accurate developer recommendation via inference of development activities from interaction with bug repair process. J. Softw. Evol. Process. 33 (5) (2021)
Shikai Guo, Xinyi Zhang, Xi Yang, Rong Chen, Chen Guo, Hui Li, Tingting Li
Developer Activity Motivated Bug Triaging: Via Convolutional Neural Network. Neural Process. Lett. 51 (3) (2020)
Wenjun Tang, Jiali Zhang, Rong Chen, Shikai Guo
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). 计算机科学 47 (3) (2020)
Hui Li, Yang Qu, Shikai Guo, Guofeng Gao, Rong Chen, Chen Guo
Surprise Bug Report Prediction Utilizing Optimized Integration with Imbalanced Learning Strategy. Complex. 2020 (2020)
Rong Chen, Shikai Guo, Xi-Zhao Wang, Tianlun Zhang
Fusion of Multi-RSMOTE With Fuzzy Integral to Classify Bug Reports With an Imbalanced Distribution. IEEE Trans. Fuzzy Syst. 27 (12) (2019)
Hui Li, Guofeng Gao, Rong Chen, Xin Ge, Shikai Guo, Li-Ying Hao
The Influence Ranking for Testers in Bug Tracking Systems. Int. J. Softw. Eng. Knowl. Eng. 29 (1) (2019)
Tianlun Zhang, Rong Chen, Xi Yang, Shikai Guo
Rich Feature Combination for Cost-Based Broad Learning System. IEEE Access 7 (2019)
Wenjun Tang, Rong Chen, Shikai Guo
A Novel Approach to Publishing Tasks for Collaboratively Crowdsourcing Workflows. Int. J. Softw. Eng. Knowl. Eng. 29 (6) (2019)
Shikai Guo, Yaqing Liu, Rong Chen, Xiao Sun, Xiangxin Wang
Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes. Neural Process. Lett. 50 (2) (2019)
Shikai Guo, Rong Chen, Hui Li, Tianlun Zhang, Yaqing Liu
Identify Severity Bug Report with Distribution Imbalance by CR-SMOTE and ELM. Int. J. Softw. Eng. Knowl. Eng. 29 (2) (2019)
Shikai Guo, Rong Chen, Hui Li, Jian Gao, Yaqing Liu
Crowdsourced Web Application Testing Under Real-Time Constraints. Int. J. Softw. Eng. Knowl. Eng. 28 (6) (2018)
Guofeng Gao, Hui Li, Rong Chen, Xin Ge, Shikai Guo
Identification of High Priority Bug Reports via Integration Method. Big Data (CCF) (2018)
Hui Li, Guofeng Gao, Xin Ge, Shikai Guo, Li-Ying Hao
The Influence Ranking for Software Classes. ICNC-FSKD (2018)
Miaomiao Wei, Shikai Guo, Rong Chen, Jian Gao
Enhancing Bug Report Assignment with an Optimized Reduction of Training Set. KSEM (2) (2018)
Miaomiao Wei, Shikai Guo, Rong Chen
Weighted Data Set Reduction for Automatic Bug Triaging (P). SEKE (2018)
Shikai Guo, Rong Chen, Hui Li, Yaqing Liu
Capability Matching and Heuristic Search for Job Assignment in Crowdsourced Web Application Testing. SMC (2018)
Shikai Guo, Rong Chen, Miaomiao Wei, Hui Li, Yaqing Liu
Ensemble Data Reduction Techniques and Multi-RSMOTE via Fuzzy Integral for Bug Report Classification. IEEE Access 6 (2018)
Shikai Guo, Rong Chen, Hui Li
Using Knowledge Transfer and Rough Set to Predict the Severity of Android Test Reports via Text Mining. Symmetry 9 (8) (2017)
Shikai Guo, Rong Chen, Hui Li
A Real-Time Collaborative Testing Approach for Web Application: Via Multi-tasks Matching. QRS Companion (2016)
Nan Zhang, Rong Chen, Shikai Guo
投票理论研究现状及其展望 (State-of-the-art and Future of Voting Theory). 计算机科学 42 (5) (2015)