5 papers
Accelerating Post-Quantum Cryptography via LLM-Driven Hardware-Software Co-Design
Yuchao Liao, Tosiron Adegbija, Roman Lysecky
Post-quantum cryptography (PQC) is crucial for securing data against emerging quantum threats. However, its algorithms are computationally complex and difficult to implement effici…
System-Level Design Space Exploration for High-Level Synthesis under End-to-End Latency Constraints
Yuchao Liao, Tosiron Adegbija, Roman Lysecky
Many modern embedded systems have end-to-end (EtoE) latency constraints that necessitate precise timing to ensure high reliability and functional correctness. The combination of Hi…
Are LLMs Any Good for High-Level Synthesis?
Yuchao Liao, Tosiron Adegbija, Roman Lysecky
The increasing complexity and demand for faster, energy-efficient hardware designs necessitate innovative High-Level Synthesis (HLS) methodologies. This paper explores the potentia…
A high-level synthesis approach for precisely-timed, energy-efficient embedded systems
Yuchao Liao, Tosiron Adegbija, Roman Lysecky
Embedded systems continue to rapidly proliferate in diverse fields, including medical devices, autonomous vehicles, and more generally, the Internet of Things (IoT). Many embedded…
Skip the Benchmark: Generating System-Level High-Level Synthesis Data using Generative Machine Learning
Yuchao Liao, Tosiron Adegbija, Roman Lysecky +1
High-Level Synthesis (HLS) Design Space Exploration (DSE) is a widely accepted approach for efficiently exploring Pareto-optimal and optimal hardware solutions during the HLS proce…