most citedHiVeGen -- Hierarchical LLM-based Verilog Generation for Scalable Chip Design

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cs.AR2025

MAHL: Multi-Agent LLM-Guided Hierarchical Chiplet Design with Adaptive Debugging

Jinwei Tang, Jiayin Qin, Nuo Xu +5

As program workloads (e.g., AI) increase in size and algorithmic complexity, the primary challenge lies in their high dimensionality, encompassing computing cores, array sizes, and…

cs.AR2025

HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases

Pingqing Zheng, Jiayin Qin, Fuqi Zhang +7

Retrieval Augmented Generation (RAG) is an essential agent for Large Language Model (LLM) aided Description Language (HDL) tasks, addressing the challenges of limited training data…