3 papers
cs.AR2026
Retrieve, Schedule, Reflect: LLM Agents for Chip QoR Optimization
Yikang Ouyang, Yikang ouyang, Yang Luo +2
Modern chip design requires multi-objective optimization of timing, power, and area under stringent time-to-market constraints. Although powerful optimization algorithms are integr…
cs.AR2025
PrefixAgent: An LLM-Powered Design Framework for Efficient Prefix Adder Optimization
Dongsheng Zuo, Jiadong Zhu, Yang Luo +1
Prefix adders are fundamental arithmetic circuits, but their design space grows exponentially with bit-width, posing significant optimization challenges. Previous works face limita…
cs.LG2025
PICBench: Benchmarking LLMs for Photonic Integrated Circuits Design
Yuchao Wu, Xiaofei Yu, Hao Chen +3
While large language models (LLMs) have shown remarkable potential in automating various tasks in digital chip design, the field of Photonic Integrated Circuits (PICs)-a promising…