Profile

Ph.D., graduated from iSE Lab AIEngin Group, Software Institute, State Key Laboratory for Novel Software Technology at Nanjing University.

Supervisor: Chen, Zhenyu.
Research Field: Deep Learning Testing, Fuzzing.
Interests: Software Testing, Machine Learning, Software Engineering, IoT and AIoT Engineering

If you are interested in the topics/projects/courses I work on, or if you would like to provide any feedback, please do not hesitate to reach me via the following approaches.

Email: xufan.zhang@outlook.com
Wechat Official Account: mokeyizhi

Courses

Web Development(2024), Software Institute, Nanjing University.
Web Development(2024), School of Intelligent Software and Engineering, Nanjing University.

Research Project

National natural science foundation of China (Key Program): Data-driven testing methodologies and echnologies for intelligent software systems(61932012), 2020-2024, Participant.
National natural science foundation of China (Key Program): Software testing technology for security-critical deep learning system(61832009), 2019-2023, Participant.
National natural science foundation of China : Human-machine collaborative mobile application testing based on comprehensible information fusion(61802171), 2019-2021, Participant.

Education

2019 - 2023 , Software Engineering, Ph.D. candidate, Nanjing University
2015 - 2017, Software Engineering, M.S., Nanjing University
2011 - 2015, Software Engineering, B.S., Nanjing University

Publication

Predoo: Precision Testing of Deep Learning Operators (CCF-A), Xufan Zhang, Ning Sun, Chunrong Fang, Jiawei Liu, Jia Liu, Dong Chai, Jiang Wang, Zhenyu Chen, ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2021.
Duo: Differential Fuzzing for Deep Learning Operators (SCI Software Engineering, Q1), Xufan Zhang, Jiawei Liu, Ning Sun, Chunrong Fang, Jia Liu, Jiang Wang, Dong Chai, Zhenyu Chen, IEEE Transactions on Reliability (TR), 2021.
Generation-Based Differential Fuzzing Testing for Deep Learning Library(CCF-A), Jiawei Liu, Yuheng Huang, Zhijie Wang, Lei Ma, Chunrong Fang, Mingzheng Gu, Xufan Zhang, Zhenyu Chen, ACM Transactions on Software Engineering and Methodology (TOSEM), 2023.
Service Call Chain Analysis for Microservice Systems, Zhiqiang Hao, Xufan Zhang, Jia Liu, Qing Wu, Journal of Internet Technology, 2022.
TauLiM: Test Data Augmentation of LiDAR Point Cloud by Metamorphic Relation, Ju Lin, Jiawei Liu, Quanjun Zhang, Xufan Zhang, Chunrong Fang, International Conference on Software Engineering (ICSE Demo), 2022.
TauPad: Test Data Augmentation of Point Clouds by Adversarial Mutation, Guandi Liu, Jiawei Liu, Quanjun Zhang, Chunrong Fang, Xufan Zhang, International Conference on Software Engineering (ICSE Demo), 2022.
NeuralVis: Visualizing and Interpreting Deep Learning Models, Xufan Zhang, Ziyue Yin, Yang Feng, Qingkai Shi, Jia Liu, Zhenyu Chen, IEEE/ACM International Conference on Automated Software Engineering (ASE Demo), 2019.
Software Engineering Practice in the Development of Deep Learning Applications, Xufan Zhang, Yilin Yang, Yang Feng, Zhenyu Chen, arXiv preprint arXiv:1910.03156, 2019.

Patent

CN113658591A: Voice Interation Adaption System for Smart Home.
CN113742204A: Deep Learning Operator Testing based on Fuzzing.

Award

2021, Model student of outstanding postgraduate of Nanjing University.
2021, National Scholarship for Postgradutes (Ph.D. Scholarship).
2020, the first prize of the Elite Scholarship.
2017, Outstanding graduate of Nanjing University.
2016, Outstanding postgraduate of Nanjing University.
2016, CETC The 14TH Research Institute Glarun Scholarship.
2015, Outstanding graduate of Nanjing University.
2013, Outstanding student of Nanjing University.
2013, the first prize of the People’s Scholarship.
2012, the first prize of the Social Work.
2012, the second prize of the People’s Scholarship.

Experience

2023 - , Researcher, Research Dept, Keylights Biotechnology Co., Ltd.
2018 - 2023, Tech Lead (Parttime), Software R&D Group, GMAIR.
2017 - 2018, Support Engineer, MSD Team, Microsoft.