Scholar
Xiaoyu Zhang
Google Scholar ID: g44vbWMAAAAJ
Nanyang Technological University
Citations & Impact
Citations
400
H-index
7
i10-index
7
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- 2025.10: Paper accepted to TOSEM
- 2025.06: Successfully defended Ph.D. dissertation at Xi'an Jiaotong University
- 2025.01: Paper accepted to ACL 2025
- 2025: The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation, ACL 2025
- 2025: JailGuard: A Universal Detection Framework for Prompt-based Attacks on LLM Systems, TOSEM 2025
- 2025: CITADEL: Context Similarity Based Deep Learning Framework Bug Finding, TOSEM 2025
- 2025: Deep Learning Library Testing: Definition, Methods and Challenges, CSUR 2025
- 2025: STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning, ICLR 2025
- 2024: DREAM: Debugging and Repairing AutoML Pipelines, TOSEM 2024
- 2024: An Automated Monitoring and Repairing System for DNN Training, TDSC 2024
- 2024: Efficient DNN-Powered Software with Fair Sparse Models, ISSTA 2024
- 2024: COSTELLO: Contrastive Testing for Embedding-Based Large Language Model as a Service Embeddings, FSE 2024
- 2021: AUTOTRAINER: An Automatic DNN Training Problem Detection and Repair System, ICSE 2021
Background
- Research interests include Software Engineering, Large Language Models, and AI Security/Safety. Currently a research fellow in Prof. Yang Liu's team at Nanyang Technological University, Singapore.
Miscellany
- Hobbies include traveling, exploring cuisines, and birdwatching
Co-authors