Selected Publications

2026

Lifetime-Aware Design of Item-Level Intelligence

ASPLOS 2026 Best Paper Award

GenAI for Systems: Recurring Challenges and Design Principles from Software to Silicon

arXiv
2025

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 IEEE Micro Top Picks

QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture

arXiv

Rigorous Evaluation of Microarchitectural Side-Channels with Statistical Model Checking

arXiv
2023

Rigorous Evaluation of Computer Processors with Statistical Model Checking

MICRO 2023
2022

Semi-Supervised Machine Learning Analysis of Crop Color for Autonomous Irrigation

Smart Agricultural Technology