SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization
NeurIPS 2025 ML for Systems Workshop *Spotlight*
MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from μWatts to MWatts for Sustainable AI
HPCA 2025
Rigorous Evaluation of Computer Processors with Statistical Model Checking
MICRO 2023
QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture
arXiv
Rigorous Evaluation of Microarchitectural Side-Channels with Statistical Model Checking
Lifetime-Aware Design of Item-Level Intelligence
Semi-Supervised Machine Learning Analysis of Crop Color for Autonomous Irrigation
Smart Irrigation Technology