2 papers
cs.AR2026
SoberDSE: Sample-Efficient Design Space Exploration via Learning-Based Algorithm Selection
Lei Xu, Shanshan Wang, Chenglong Xiao
High-Level Synthesis (HLS) is a pivotal electronic design automation (EDA) technology that enables the generation of hardware circuits from high-level language descriptions. A crit…
cs.LG2025
Intelligent4DSE: Optimizing High-Level Synthesis Design Space Exploration with Graph Neural Networks and Large Language Models
Lei Xu, Shanshan Wang, Emmanuel Casseau +1
High-Level Synthesis (HLS) Design Space Exploration (DSE) is essential for generating hardware designs that balance performance, power, and area (PPA). To optimize this process, ex…