Xiaoyu Zhang

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.

Seeking a Postdoct position.

Recent Publications

CSUR (2025)

Deep Learning Library Testing: Definition, Methods and Challenges

Xiaoyu Zhang, Weipeng Jiang, Chao Shen, Qi Li, Qian Wang, Chenhao Lin, and Xiaohong Guan

ICLR-25

STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning

Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen, Tianlin Li, Weipeng Jiang, and Yang Liu

TOSEM (2024)

DREAM: Debugging and Repairing AutoML Pipelines

Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Xiaohong Guan, and Chao Shen.

TDSC (2024)

An Automated Monitoring and Repairing System for DNN Training

Xiaoyu Zhang, Chao Shen, Shiqing Ma, Juan Zhai, and Chenhao Lin.

ISSTA-24

Efficient DNN-Powered Software with Fair Sparse Models

Xuanqi Gao, Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen

FSE-24

COSTELLO: Contrastive Testing for Embedding-Based Large Language Model as a Service Embeddings

Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen

ICSE-21

AUTOTRAINER: An Automatic DNN Training Problem Detection and Repair SystemTechnical

Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen

Education

• 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)

Contact

Email: zxy0927@stu.xjtu.edu.cn