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…
Deep Inverse Design for High-Level Synthesis
Ping Chang, Tosiron Adegbija, Yuchao Liao +3
High-level synthesis (HLS) has significantly advanced the automation of digital circuits design, yet the need for expertise and time in pragma tuning remains challenging. Existing…
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…
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…