Awards

  • Outstanding Short Paper Award. Rushil Shah, Emmanuel Lujan, and Rabab Alomairy, and Alan Edelman. "Data-Driven Dynamic Algorithm Dispatch with Large Language Models," 2025 IEEE High Performance Extreme Computing Conference (HPEC).

Publications

  • Emmanuel Lujan and Alan Edelman. "When Structure is Silent: Opportunities for Algorithmic Dispatch in Linear Algebra," 2025 IEEE High Performance Extreme Computing Conference (HPEC).
  • Outstanding Short Paper Award. Rushil Shah, Emmanuel Lujan, and Rabab Alomairy, and Alan Edelman. "Data-Driven Dynamic Algorithm Dispatch with Large Language Models," 2025 IEEE High Performance Extreme Computing Conference (HPEC).
  • Emmanuel Lujan, Rushil Shah, Rabab Alomairy, and Alan Edelman. "SmartSolve.jl: AI for Algorithmic Discovery," 0.1.0-alpha. Zenodo (link).
  • Rabab Alomairy, Felipe Tome, Julian Samaroo, Alan Edelman. "Dynamic Task Scheduling with Data Dependency Awareness Using Julia", 2024 IEEE High Performance Extreme Computing Conference (HPEC) (link).

Talks

  • Rushil Shah, Emmanuel Lujan, and Rabab Alomairy. "Automated Algorithm Selection Discovery via LLMs," JuliaCon 2025, Lightning Talk. (Link).
  • Alan Edelman et al. "Julia, Portable Numerical Linear Algebra and Beyond." Presentation at Householder Symposium, 2025. (Link). Accessed June 20, 2025.
  • Alan Edelman, "Improving the HPC Experience: Did Julia Get It Right, or Will AI Hide the Problem (or Both)?" Keynote at the Workshop on Asynchronous Many-Task Systems and Applications (WAMTA), 2025. (Link). Accessed June 20, 2025.