An Guo (郭安)
Ph.D. Candidate
Software Institute, Nanjing University
Email: guoan218@smail.nju.edu.cn
Experience
09/2020~present, Nanjing University, PhD student in software institute under the supervision of Prof. Zhenyu Chen
10/2023~10/2024, Nanyang Technological University, visiting PhD student in College of Computing and Data Science under the supervision of Prof. Yuan Zhou, Prof. Auh Tuan Luu and Prof. Yang Liu.
09/2016~07/2020, Jilin University, Bachelor diploma of software engineering (Elite Program)
Research Interests
Autonomous Driving: Autonomous Driving Software System Testing and Quality Assurance
Trustworthy AI: Mainly focus on AI System testing and Automated Debugging
SE4AI and AI4SE
Publications: ( * refers to the corresponding author )
Conference
[AAAI'25] An LLM-empowered Adaptive Evolutionary Algorithm For Multi-Component Deep Learning Systems (CCF-A)
Haoxiang Tian, Xingshuo Han*, Guoquan Wu*, An Guo, Yuan Zhou, Jie Zhang, Shuo Li, Jun Wei, Tianwei Zhang.
In: The 39th Annual AAAI Conference on Artificial Intelligence, February 25 – March 4, 2025 | Philadelphia, Pennsylvania, USA
[ASE'24] SoVAR: Building Generalizable Scenarios from Accident Reports for Autonomous Driving Testing (CCF-A)
An Guo, Yuan Zhou*, Haoxiang Tian, Chunrong Fang*, Yunjian Sun, Weisong Sun, Xinyu Gao, Luu Anh Tuan, Yang Liu, Zhenyu Chen*.
In: The 39th IEEE/ACM International Conference on Automated Software Engineering , October 27-November 1, 2024, Sacramento, California, United States
[ISSTA'24] CooTest: An Automated Testing Approach for V2X Communication Systems (CCF-A)
An Guo, Xinyu Gao, Zhenyu Chen*, Yuan Xiao, Jiakai Liu, Xiuting Ge, Weisong Sun, Chunrong Fang*.
In: The 33rd International Symposium on Software Testing and Analysis, September 16-20, 2024, Vienna, Austria
[ISSTA'22] LiRTest: Augmenting LiDAR Point Clouds for Automated Testing of Autonomous Driving Systems (CCF-A)
An Guo, Yang Feng*, Zhenyu Chen.
In: The 31st International Symposium on Software Testing and Analysis, July 18-22, 2022, Daejeon, South Korea
Journal/Report
[JSS'24] Semantic-Guided Scene Fuzzing for Virtual Testing of Autonomous Driving Systems (CCF-B)
An Guo, Yang Feng*, Yizhen Cheng, Zhenyu Chen.
In: Journal of Systems and Software , Volume 212, 2024
[JIG] Survey of Testing Techniques of Autonomous Driving Software (CCF-B)
Yang Feng, Zhilong Xia, An Guo, Zhenyu Chen*
In: Journal of Image and Graphics, 2021, pages 13--27
Main Honers & Awards
2024: Light of Mobility-Digital Intelligence Innovation Scholarship, ACM Grant for 33rd ISSTA
2023: The 3rd Journal of Image and Graphics (JIG) Academic Forum Distinguished Report Award
2022: Yingcai Scholarship
Academic Services
2025: ICSE'25 co-reviewer, FSE'25 co-reviewer, ISSTA'25 co-reviewer
2024: TITS reviewer
2024: Journal of Software co-reviewer, ISSTA'24 co-reviewer, ToSEM co-reviewer
2023: ISSTA'23 co-reviewer, TSE co-reviewer
2022: CSUR co-reviewer, Internetware' 22 co-reviewer
2021: AITest'21 co-reviewer, Internetware'21 co-reviewer, Journal of Software co-reviewer, ISSTA'21 co-reviewer, ICSE'21 co-reviewer
2020: TDSC co-reviewer