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Can Reasoning Models Reason about Hardware? An Agentic HLS Perspective

v1v2 (latest)

Can Reasoning Models Reason about Hardware? An Agentic HLS Perspective

17 March 2025

Andrew Hennessee

ArXiv (abs)PDF HTML Github

Papers citing "Can Reasoning Models Reason about Hardware? An Agentic HLS Perspective"

9 / 9 papers shown

CorrectHDL: Agentic HDL Design with LLMs Leveraging High-Level Synthesis as Reference

CorrectHDL: Agentic HDL Design with LLMs Leveraging High-Level Synthesis as Reference

Ulf Schlichtmann

341

0

0

20 Nov 2025

iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs

iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs

338

2

0

28 May 2025

MARVEL: Multi-Agent RTL Vulnerability Extraction using Large Language Models

MARVEL: Multi-Agent RTL Vulnerability Extraction using Large Language Models

245

7

0

17 May 2025

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

...

OffRL AI4TS LRM ReLM VLM

1.8K

5,342

0

22 Jan 2025

Rome was Not Built in a Single Step: Hierarchical Prompting for
LLM-based Chip Design

Rome was Not Built in a Single Step: Hierarchical Prompting for LLM-based Chip Design

291

39

0

23 Jul 2024

Evaluating LLMs for Hardware Design and Test

Evaluating LLMs for Hardware Design and Test

Jason Blocklove

213

24

0

23 Apr 2024

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of
Large Language Models for Code Generation

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code GenerationNeural Information Processing Systems (NeurIPS), 2023

1.2K

1,605

0

02 May 2023

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsNeural Information Processing Systems (NeurIPS), 2022

Dale Schuurmans

LM&Ro LRM AI4CE ReLM

2.7K

17,183

0

28 Jan 2022

Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code
Contributions

Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Brendan Dolan-Gavitt

1.7K

687

0

20 Aug 2021

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