2 papers
cs.MA2026
Optimizing PyTorch Inference with LLM-Based Multi-Agent Systems
Kirill Nagaitsev, Luka Grbcic, Samuel Williams +1
Maximizing performance on available GPU hardware is an ongoing challenge for modern AI inference systems. Traditional approaches include writing custom GPU kernels and using specia…
cs.SE2025
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
Keita Teranishi, Harshitha Menon, William F. Godoy +25
We discuss the challenges and propose research directions for using AI to revolutionize the development of high-performance computing (HPC) software. AI technologies, in particular…