I am a Ph.D. student working with Prof. Lin Tan in the Department of Computer Science of Purdue University.
My research interests include software testing, software engineering and machine learning.
Publications
LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement
Nan Jiang, Shanchao Liang, Chengxiao Wang, Jiannan Wang, and Lin Tan.
In the proceedings of AAAI Conference on Artificial Intelligence. February-March, 2025. Philadelphia, Pennsylvania, USA. AAAI 2025 (Acceptance Rate: 23.4%)
D3: Differential Testing of Distributed Deep Learning with Model Generation
Jiannan Wang, Hung Viet Pham, Qi Li, Lin Tan, Yu Guo, Adnan Aziz, and Erik Meijer.
In IEEE Transactions on Software Engineering. TSE 2024 (Journal)
CEDAR: Continuous Testing of Deep Learning Libraries
Danning Xie, Jiannan Wang, Hung Viet Pham, Lin Tan, Yu Guo, Adnan Aziz, and Erik Meijer.
In the proceedings of the IEEE International Conference on Software Analysis, Evolution and Reengineering, March 2024. Rovaniemi, Finland. SANER 2024 (Industrial)
EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries
Jiannan Wang, Thibaud Lutellier, Shangshu Qian, Hung Viet Pham, and Lin Tan.
In the proceedings of the 44th International Conference on Software Engineering, May 2022. Pittsburgh, USA. ICSE 2022 (Acceptance Rate: 26%, or 197/751)
Problems and Opportunities in Training Deep Learning Software Systems: An Analysis of Variance
Hung Viet Pham, Shangshu Qian, Jiannan Wang, Thibaud Lutellier, Jonathan Rosenthal, Lin Tan, Yaoliang Yu, and Nachiappan Nagappan.
In the proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, September 2020. Virtual/Melbourne, Australia. ASE 2020 (Acceptance Rate: 22.5%, or 93/414)
Won ACM SIGSOFT Distinguished Paper Award!
DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Models
Xiang Ling, Shouling Ji, Jiaxu Zou, Jiannan Wang, Chunming Wu, Bo Li and Ting Wang.
In the proceedings of the 40th IEEE Symposium on Security and Privacy, May 2019. San Francisco, USA. S&P 2019