Scholar
Hailong Jiang
Google Scholar ID: -8qm9_MAAAAJ
Computer Science， Youngstown State University
Citations & Impact
Citations
119
H-index
6
i10-index
4
Publications
20
Co-authors
8
list available
Publications
Resume (English only)
Research Experience
- Conducted multiple HPC resilience studies during PhD, including:
- - Developed the HAPPA platform for SDC prediction with MSE of 0.078, outperforming existing models by 30%
- - Performed semantic-based loop resilience analysis across the '13 dwarfs of parallelism'
- - Evaluated LLM capabilities in understanding Intermediate Representations (IRs) for low-level program analysis
- Pioneered empirical studies on applying LLMs to compiler design and program analysis, benchmarking GPT-4, GPT-3, Gemma 2, LLaMA 3.1, and Code Llama on tasks such as CFG reconstruction, IR decompilation, code summarization, and execution reasoning
- Actively exploring interdisciplinary AI applications in healthcare, including medical data pattern recognition, interpretable AI, and robustness of healthcare AI systems
