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ORCIDXiaoyu Zhang 0013
Person information
- affiliation: Xi'an Jiaotong University, School of Cyber Science and Engineering, China
Other persons with the same name
- Xiaoyu Zhang (aka: Xiao-Yu Zhang) — disambiguation page
- Xiaoyu Zhang 0001 — AT&T Bell Laboratories, Murray Hill, NJ, USA
- Xiaoyu Zhang 0002
![[0000-0003-1630-6058]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-1630-6058")
— Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China (and 1 more) - Xiaoyu Zhang 0003 — Civil Aviation University of China, College of Electronics, Information and Automation, Tianjin, China
- Xiaoyu Zhang 0004 — Shenyang Ligong University, School of Information Science and Engineering, China
- Xiaoyu Zhang 0005 — ShanghaiTech University, Shanghai, China
- Xiaoyu Zhang 0006 — Virginia Tech, VA, USA
- Xiaoyu Zhang 0007 — Beijing University of Civil Engineering and Architecture, China (and 2 more)
- Xiaoyu Zhang 0008 — Imperial College London, UK (and 1 more)
- Xiaoyu Zhang 0009 — Chinese Academy of Sciences, Institute of Computing Technology, Center for Intelligent Computing Systems, Beijing, China (and 1 more)
- Xiaoyu Zhang 0010 — Xidian University, State Key Laboratory of Integrated Service Networks, Xi'an, China
- Xiaoyu Zhang 0011 (aka: Xiao-Yu Zhang 0011) — California State University San Marcos, CA, USA (and 1 more)
- Xiaoyu Zhang 0012 (aka: Xiao-Yu Zhang 0012) — Shanxi University, School of Environment and Resources, Taiyuan, China (and 2 more)
- Xiaoyu Zhang 0014 — ETH Zurich, AI Center, Switzerland (and 1 more)
- Xiaoyu Zhang 0015 — Beijing Foreign Studies University, College of Information Science and Technology, China (and 1 more)
- Xiaoyu Zhang 0016 — Shenyang University of Technology, School of Artificial Intelligence, China (and 2 more)
- Xiaoyu Zhang 0017 — Chinese University of Hong Kong, Centre for Logistics Robotics, Hong Kong (and 1 more)
- Xiaoyu Zhang 0018 — Tsinghua University, Beijing, China
- Xiaoyu Zhang 0019 — Nankai University, College of Artificial Intelligence, Tianjin, China (and 3 more)
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2020 – today
- 2025
[j5]Xiaoyu Zhang, Weipeng Jiang, Chao Shen, Qi Li, Qian Wang, Chenhao Lin, Xiaohong Guan:
Deep Learning Library Testing: Definition, Methods and Challenges. ACM Comput. Surv. 57(7): 187:1-187:37 (2025)- [j4]Xiaoyu Zhang, Chao Shen, Shiqing Ma, Juan Zhai, Chenhao Lin:
An Automated Monitoring and Repairing System for DNN Training. IEEE Trans. Dependable Secur. Comput. 22(2): 1655-1673 (2025) - [j3]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Xiaohong Guan, Chao Shen:
DREAM: Debugging and Repairing AutoML Pipelines. ACM Trans. Softw. Eng. Methodol. 34(4): 95:1-95:29 (2025) - [c5]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Qian Wang, Chao Shen, Yang Liu:
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation. ACL (1) 2025: 21376-21403 - [c4]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen, Tianlin Li, Weipeng Jiang, Yang Liu:
STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning. ICLR 2025 - [i14]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Chao Shen, Yang Liu:
Unveiling Provider Bias in Large Language Models for Code Generation. CoRR abs/2501.07849 (2025) - [i13]Yuhan Zhi, Xiaoyu Zhang, Longtian Wang, Shumin Jiang, Shiqing Ma, Xiaohong Guan, Chao Shen:
Exposing Product Bias in LLM Investment Recommendation. CoRR abs/2503.08750 (2025) - [i12]Kaixin Wang, Tianlin Li, Xiaoyu Zhang, Chong Wang, Weisong Sun, Yang Liu, Bin Shi:
Software Development Life Cycle Perspective: A Survey of Benchmarks for Code Large Language Models and Agents. CoRR abs/2505.05283 (2025) - [i11]Weipeng Jiang, Xiaoyu Zhang, Xiaofei Xie, Jiongchi Yu, Yuhan Zhi, Shiqing Ma, Chao Shen:
The Foundation Cracks: A Comprehensive Study on Bugs and Testing Practices in LLM Libraries. CoRR abs/2506.12320 (2025) - [i10]Xiaoyu Zhang, Weipeng Jiang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Chenhao Lin, Chao Shen, Tianlin Li, Yang Liu:
Rethinking Technology Stack Selection with AI Coding Proficiency. CoRR abs/2509.11132 (2025) - [i9]Jiongchi Yu, Weipeng Jiang, Xiaoyu Zhang, Qiang Hu, Xiaofei Xie, Chao Shen:
AutoEmpirical: LLM-Based Automated Research for Empirical Software Fault Analysis. CoRR abs/2510.04997 (2025) - 2024
- [j2]Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen:
COSTELLO: Contrastive Testing for Embedding-Based Large Language Model as a Service Embeddings. Proc. ACM Softw. Eng. 1(FSE): 906-928 (2024) - [j1]Yuhan Zhi, Xiaofei Xie, Chao Shen, Jun Sun, Xiaoyu Zhang, Xiaohong Guan:
Seed Selection for Testing Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 33(1): 23:1-23:33 (2024) - [c3]Xuanqi Gao, Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen:
Efficient DNN-Powered Software with Fair Sparse Models. ISSTA 2024: 983-995 - [i8]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen:
DREAM: Debugging and Repairing AutoML Pipelines. CoRR abs/2401.00379 (2024) - [i7]Tianlin Li, Xiaoyu Zhang, Chao Du, Tianyu Pang, Qian Liu, Qing Guo, Chao Shen, Yang Liu:
Your Large Language Model is Secretly a Fairness Proponent and You Should Prompt it Like One. CoRR abs/2402.12150 (2024) - [i6]Xiaoyu Zhang, Weipeng Jiang, Chao Shen, Qi Li, Qian Wang, Chenhao Lin, Xiaohong Guan:
A Survey of Deep Learning Library Testing Methods. CoRR abs/2404.17871 (2024) - [i5]Weipeng Jiang, Xuanqi Gao, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen:
From Effectiveness to Efficiency: Comparative Evaluation of Code Generated by LCGMs for Bilingual Programming Questions. CoRR abs/2406.00602 (2024) - [i4]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Shiwei Wang, Chao Shen:
CITADEL: Context Similarity Based Deep Learning Framework Bug Finding. CoRR abs/2406.12196 (2024) - [i3]Xuanqi Gao, Weipeng Jiang, Juan Zhai, Shiqing Ma, Xiaoyu Zhang, Chao Shen:
Efficient DNN-Powered Software with Fair Sparse Models. CoRR abs/2407.02805 (2024) - [i2]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen, Tianlin Li, Weipeng Jiang, Yang Liu:
Speculative Coreset Selection for Task-Specific Fine-tuning. CoRR abs/2410.01296 (2024) - 2023
- [i1]Xiaoyu Zhang, Cen Zhang, Tianlin Li, Yihao Huang, Xiaojun Jia, Xiaofei Xie, Yang Liu, Chao Shen:
A Mutation-Based Method for Multi-Modal Jailbreaking Attack Detection. CoRR abs/2312.10766 (2023) - 2021
- [c2]Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen:
AUTOTRAINER: An Automatic DNN Training Problem Detection and Repair System. ICSE 2021: 359-371 - 2020
- [c1]Qianyu Guo, Xiaofei Xie, Yi Li, Xiaoyu Zhang, Yang Liu, Xiaohong Li, Chao Shen:
Audee: Automated Testing for Deep Learning Frameworks. ASE 2020: 486-498
Coauthor Index
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