Introduction
Dr. Junxia Guo is currently an Associate Professor at the College of Information Science and Technology, Beijing University of Chemical Technology. She got the Bachelor degree in Computer Science at Taiyuan University of Technology (China). She got the PhD degree at Technology of Tokyo Institute of Technology (Japan) in Computer science and technology. Her main research interests include intelligent software engineering and software testing, big data analysis and modeling. She is a member of China Computer Federation (CCF) Fault-Tolerant Computing Committee and CCF Software Engineering Committee. She has published more than 40 SCI/EI papers. She hosted National Natural Science Foundation, Central University Foundation, and research projects of enterprises.
Education Work Experience
Research
1. Intelligent Software Engineering and Testing 2. Big Data Analysis & Modeling
Teaching
1. Database Technology 2. Software Engineering 3. Introduction to Computer 4. Analysis of Algorithms and Theory of Computational Complexity
Funding
1. A Hybrid Evolutionary Approach of Heuristic Search Algorithms for Regression Test Suite Optimization (Host) 2. Research on Software Continuous Integration Test Optimization based on Deep Reinforcement Learning
Publications
Weiwei Wang, Junxia Guo *, Beite Li, Ying Shang, and Ruilian Zhao; EFSM Model-Based Testing for Android Applications, International journal of software engineering and knowledge engineering, Vol. 34, No. 04, pp. 597-621, 2024 (Journal) Junxia Guo, Bowen Yu, Li Liu and Weiwei Wang. Multi-Objective Test Case Generation for Web Applications with Limited Resources. 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), Osaka, Japan, 2024, pp. 1310-1315. (Conference) Junxia Guo, Rui Wang, Jinjin Han, Zheng Li. Research on hyper-level of hyper-heuristic framework for MOTCP. Softw Test Verif Reliab. 2023; 33(8):e1861. (Journal) Lai Baoqiang, Li Zheng, Zhao Ruilian, Guo Junxia * ; Context-Aware Based API Recommendation with Diversity, Journal of Computer Research and Development, 60(10):2335−2347, 2023 (Journal) FU Shan-Qing, Li Zheng, Zhao Ruilian, Guo Junxia * ; Code Completion Approach Based on Combination of Syntax and Semantics, Journal of Software, 2022.11, 33(11): 3930-3943 (Journal) Wang Weiwei; Guo Junxia; Li Zheng; Zhao Ruilian ; Behavior Model Construction for Client Side of Modern Web Applications, Tsinghua Science and Technology, 2021.2, 26(1): 112-134 (Journal) JunXia Guo; Zheng Li; CunFeng Shi; RuiLian Zhao ; Thread Scheduling Sequence Generation Based on All Synchronization Pair Coverage Criteria, International Journal of Software Engineering and Knowledge Engineering, 2020, 30(1): 97-118 (Journal) Junxia, Guo; Qiyun, Cao; Rilian, Zhao; Zheng, Li ; Improving Detection Accuracy for Malicious JavaScript Using GAN, 20th International Conference on Web Engineering, ICWE 2020. (Conference) Yimei Chen; Zheng Li; Ruilian Zhao; Junxia Guo* ; Research on Page Object Generation Approach for Web Application Testing, 31st International Conference on Software Engineering and Knowledge Engineering, SEKE 2019, Lisbon, Portugal. (Conference)
Guo, Junxia; Duan, Yingying; Shang, Yinng; Multi-gene Genetic Programming Based Defect-Ranking Software Modules，17th National Conference on Software and Applications，2019 (Conference)
Junxia GUO, WeiWei Wang, Linjie Sun, Zheng Li and Ruilian Zhao. A Test Case Generation Method Based on State Importance of EFSM for Web Application. 30th International Conference on Software Engineering & Knowledge Engineering (SEKE 2018), pp.548-553, 2018 (Conference)
Hao Han, Junxia Guo, Takashi Nakayama and Keizo Oyama.Towards Serving “Delicious” Information within Its Freshness Date. 24th International Conference on World Wide Web (WWW 2015)，2015 (Conference)
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