Selected Publications

Hawkeye: Hardware-Aware GPU Kernel Optimization with Minimal Supervision

NeurIPS 2026

Rethinking Heterogeneous System Disaggregation for Subquadratic Attention

Under review at ASPLOS 2027

JAXBench: Benchmarking Autonomous TPU Kernel Optimization

ACL 2026

MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from µWatts to MWatts for Sustainable AI

HPCA 2025 IEEE Micro Top Picks

Lifetime-Aware Design of Item-Level Intelligence

ASPLOS 2026 Best Paper Award

Rigorous Evaluation of Microarchitectural Side-Channels with Statistical Model Checking

TACO 2026

QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture

ICML 2026

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

arXiv

SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization

NeurIPS ML4Systems Workshop 2025 Spotlight

QuArch: A Question-Answering Dataset for AI Agents in Computer Architecture

IEEE Computer Architecture Letters 2025 Best Paper Award

Rigorous Evaluation of Computer Processors with Statistical Model Checking

MICRO 2023

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

Smart Agricultural Technology 2023