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20222026
most citedC2HLSC: Leveraging Large Language Models to Bridge the Software-to-Hardware Design Gap

14 citations · 66 across the 23 of their papers we have counts for

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cs.AR2026

VeriInteresting: An Empirical Study of Model Prompt Interactions in Verilog Code Generation

Luca Collini, Andrew Hennesee, Patrick Yubeaton +2

Rapid advances in language models (LMs) have created new opportunities for automated code generation while complicating trade-offs between model characteristics and prompt design c…

cs.AR2025

Need for zkSpeed: Accelerating HyperPlonk for Zero-Knowledge Proofs

Alhad Daftardar, Jianqiao Mo, Joey Ah-kiow +4

Zero-Knowledge Proofs (ZKPs) are rapidly gaining importance in privacy-preserving and verifiable computing. ZKPs enable a proving party to prove the truth of a statement to a verif…

cs.AR2024

PrefixLLM: LLM-aided Prefix Circuit Design

Weihua Xiao, Venkata Sai Charan Putrevu, Raghu Vamshi Hemadri +2

Prefix circuits are fundamental components in digital adders, widely used in digital systems due to their efficiency in calculating carry signals. Synthesizing prefix circuits with…

cs.AR2024

C2HLSC: Leveraging Large Language Models to Bridge the Software-to-Hardware Design Gap

Luca Collini, Siddharth Garg, Ramesh Karri

High-Level Synthesis (HLS) tools offer rapid hardware design from C code, but their compatibility is limited by code constructs. This paper investigates Large Language Models (LLMs…

cs.AR2024

Masala-CHAI: A Large-Scale SPICE Netlist Dataset for Analog Circuits by Harnessing AI

Jitendra Bhandari, Vineet Bhat, Yuheng He +3

Masala-CHAI is a fully automated framework leveraging large language models (LLMs) to generate Simulation Programs with Integrated Circuit Emphasis (SPICE) netlists. It addresses a…

cs.AR2024

Automatically Improving LLM-based Verilog Generation using EDA Tool Feedback

Jason Blocklove, Shailja Thakur, Benjamin Tan +3

Traditionally, digital hardware designs are written in the Verilog hardware description language (HDL) and debugged manually by engineers. This can be time-consuming and error-pron…