Hello, my name is Xiaoyu Zhang. I’m a Ph.D. student of Prof. Chao Shen in School of Cyber Science and Engineering at Xi’an Jiaotong University. My research interests include software engineering, machine learning, and AI testing.
DREAM: Debugging and Repairing AutoML Pipelines
Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Xiaohong Guan, and Chao Shen.
An Automated Monitoring and Repairing System for DNN Training
Xiaoyu Zhang, Chao Shen, Shiqing Ma, Juan Zhai, and Chenhao Lin.
Efficient DNN-Powered Software with Fair Sparse Models
Xuanqi Gao, Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen
COSTELLO: Contrastive Testing for Embedding-Based Large Language Model as a Service Embeddings
Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen
Seed selection for testing deep neural networks
Yuhan Zhi, Xiaofei Xie, Chao Shen, Jun Sun, Xiaoyu Zhang, Xiaohong Guan
AUTOTRAINER: An Automatic DNN Training Problem Detection and Repair SystemTechnical
Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen
Audee: Automated Testing for Deep Learning Frameworks
Qianyu Guo, Xiaofei Xie, Yi Li, Xiaoyu Zhang, Yang Liu, Li Xiaohong, Chao Shen
Visiting Student, Nanyang Technological University, Singapore, (2023 - now)
Ph.D in Cyberspace Security, Xi’an Jiaotong University, China, (2020 - now)
B.S. in Automation, Xi’an Jiaotong University, China, (2016 - 2020)
Email: zxy0927@stu.xjtu.edu.cn