Weipeng Jiang (About Me)
I am currently a third-year Ph.D. student in School of Cyber Science and Engineering, Xi’an Jiaotong University (XJTU), under the supervision of Prof. Chao Shen. Meanwhile, I am very fortunate to work closely with Prof. Juan Zhai and Prof. Shiqing Ma at UMass Amherst.
My research interests mainly lie in SE4AI, AI4SE, and Trustworthy AI. Now, I foucs on how to test and evaluate large language models (LLMs) and LLM security on SE Tasks.
Education
Ph.D., School of Cyber Science and Engineering, Xi'an Jiaotong University, 2021-present
Visting Student, The University of Manchester, Summer 2019
B.S., Qian Xuesen College and School of Computer Science, 2017-2021
Preprints
From Effectiveness to Efficiency: Comparative Evaluation of Code Generated by LCGMs for Bilingual Programming Questions
Weipeng Jiang, Xuanqi Gao, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen
Arxiv. [paper]
Deep Learning Library Testing: Definition, Methods and Challenges
Xiaoyu Zhang, Weipeng Jiang, Chao Shen, Qi Li, Qian Wang, Chenhao Lin, Xiaohong Guan.
Arxiv. [paper]
Publications
COSTELLO: Contrastive Testing for Embedding-based Large Language Model as a Service Embedding
Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen.
Proceedings of the International Conference on the Foundations of Software Engineering, Porto de Galinhas, Brazil, July 2024. (FSE’24)
Fairness in Machine Learning: Definition, Testing, Debugging and Application
Xuanqi Gao, Chao Shen, Weipeng Jiang, Chenhao Lin, Qian Li, Qian Wang, Qi Li, Xiaohong Guan.
Science China Information Sciences[J].（SCIS）
Black-Box Fairness Testing with Shadow Models
Weipeng Jiang, Chao Shen, Chenhao Lin, Jingyi Wang, Jun Sun, Xuanqi Gao.
25th International Conference on Information and Communications Security, Tianjin, China, Nov 2023. (ICICS23).
Activities and Services
Reviewer for NeurIPS24.
Subreviewer for IEEE TDSC, ISSTA24, CCS24.
Oral presentation given at ICICS23, Tianjin, China, Nov 2023.
Honors and Awards
ACMSIG Travel Grants, 2024
Outstanding Graduates, Xi'an Jiaotong University, 2021
Lu-Shidi Scholarship (Top-5 students in Computer Science School), Xi'an Jiaotong University, 2019
Silever Award in Collegiate Computer Systems & Programming Contest (CCSP), China Computer Federation, 2018/2019
Silever Award in The International Collegiate Programming Contest of Asia Regional (ACM-ICPC), Association for Computing Machinery, 2018/2019