most citedAMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG

1 citations · 1 across the 4 of their papers we have counts for

collaborators

6 papers

cs.AR2025

SetupKit: Efficient Multi-Corner Setup/Hold Time Characterization Using Bias-Enhanced Interpolation and Active Learning

Junzhuo Zhou, Ziwen Wang, Haoxuan Xia +5

Accurate setup/hold time characterization is crucial for modern chip timing closure, but its reliance on potentially millions of SPICE simulations across diverse process-voltagetem…

cs.AR2025

Automated SAR ADC Sizing Using Analytical Equations

Zhongyi Li, Zhuofu Tao, Yanze Zhou +4

Conventional analog and mixed-signal (AMS) circuit designs heavily rely on manual effort, which is time-consuming and labor-intensive. This paper presents a fully automated design…

cs.CV2025

AMSnet 2.0: A Large AMS Database with AI Segmentation for Net Detection

Yichen Shi, Zhuofu Tao, Yuhao Gao +5

Current multimodal large language models (MLLMs) struggle to understand circuit schematics due to their limited recognition capabilities. This could be attributed to the lack of hi…

cs.LG2025

AMSbench: A Comprehensive Benchmark for Evaluating MLLM Capabilities in AMS Circuits

Yichen Shi, Ze Zhang, Hongyang Wang +10

Analog/Mixed-Signal (AMS) circuits play a critical role in the integrated circuit (IC) industry. However, automating Analog/Mixed-Signal (AMS) circuit design has remained a longsta…

cs.AR2025

VFlow: Discovering Optimal Agentic Workflows for Verilog Generation

Yangbo Wei, Zhen Huang, Huang Li +3

Hardware design automation faces challenges in generating high-quality Verilog code efficiently. This paper introduces VFlow, an automated framework that optimizes agentic workflow…

cs.AI20241 cited

AMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG

Yichen Shi, Zhuofu Tao, Yuhao Gao +9

High-performance analog and mixed-signal (AMS) circuits are mainly full-custom designed, which is time-consuming and labor-intensive. A significant portion of the effort is experie…