Peiran Yang

According to our database, Peiran Yang authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Deep Learning Framework Testing via Model Mutation: How Far Are We?

Yanzhou Mu, Rong Wang, Juan Zhai, Chunrong Fang, Xiang Chen, Zhiyuan Peng, Peiran Yang, Ruixiang Qian, Shaoyu Yang, Zhenyu Chen

CoRR, June, 2025

Improving Deep Learning Framework Testing with Model-Level Metamorphic Testing.

Yanzhou Mu, Juan Zhai, Chunrong Fang, Xiang Chen, Zhixiang Cao, Peiran Yang, Kexin Zhao, An Guo, Zhenyu Chen

Proc. ACM Softw. Eng., 2025

2024

DevMuT: Testing Deep Learning Framework via Developer Expertise-Based Mutation.

Yanzhou Mu, Juan Zhai, Chunrong Fang, Xiang Chen, Zhixiang Cao, Peiran Yang, Yinglong Zou, Tao Zheng, Zhenyu Chen

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

2022

White blood cell count and chronic obstructive pulmonary disease: A Mendelian Randomization study.

Zhifa Han, Huiyuan Hu, Peiran Yang, Baicun Li, Guiyou Liu, Junling Pang, Hongmei Zhao, Jing Wang, Chen Wang

Comput. Biol. Medicine, 2022