GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models

19 September 2023

Papers citing "GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models"

29 / 29 papers shown

Title
VeriCoder: Enhancing LLM-Based RTL Code Generation through Functional Correctness Validation Anjiang Wei Huanmi Tan Tarun Suresh Daniel Mendoza Thiago S. F. X. Teixeira Ke Wang Caroline Trippel Alex Aiken OffRL 16 0 0 22 Apr 2025
Evolution of Optimization Algorithms for Global Placement via Large Language Models Xufeng Yao Jiaxi Jiang Yuxuan Zhao Peiyu Liao Yibo Lin Bei Yu 41 0 0 18 Apr 2025
HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL Heng Ping Shixuan Li Peiyu Zhang Anzhe Cheng Shukai Duan ... Xiongye Xiao Wei Yang Shahin Nazarian Andrei Irimia Paul Bogdan 50 1 0 18 Mar 2025
VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding Zeng Wang Minghao Shao M. Nabeel P. Roy Likhitha Mankali Jitendra Bhandari Ramesh Karri Ozgur Sinanoglu Muhammad Shafique J. Knechtel 61 0 0 17 Mar 2025
TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator Deepak Vungarala Mohammed E. Elbtity Sumiya Syed Sakila Alam Kartik Pandit Arnob Ghosh Ramtin Zand Shaahin Angizi 29 1 0 07 Mar 2025
AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies Jian Gao Weidong Cao Junyi Yang Xuan Zhang 39 1 0 28 Feb 2025
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model Yi Liu Changran Xu Yunhao Zhou Z. Li Qiang Xu VLM 32 4 0 20 Feb 2025
RTL-Breaker: Assessing the Security of LLMs against Backdoor Attacks on HDL Code Generation Lakshmi Likhitha Mankali Jitendra Bhandari Manaar Alam Ramesh Karri Michail Maniatakos Ozgur Sinanoglu J. Knechtel 64 2 0 26 Nov 2024
SPICEPilot: Navigating SPICE Code Generation and Simulation with AI Guidance Deepak Vungarala Sakila Alam Arnob Ghosh Shaahin Angizi 22 3 0 27 Oct 2024
RTLRewriter: Methodologies for Large Models aided RTL Code Optimization Xufeng Yao Yiwen Wang Xing Li Yingzhao Lian Ran Chen Lei Chen M. Yuan Hong Xu Bei Yu 32 8 0 04 Sep 2024
Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation Kaiyan Chang Zhirong Chen Yunhao Zhou Wenlong Zhu Kun Wang ... Mengdi Wang Shengwen Liang Huawei Li Yinhe Han Ying Wang 35 5 0 11 Jul 2024
Classification-Based Automatic HDL Code Generation Using LLMs Wenhao Sun Bing Li Grace Li Zhang Xunzhao Yin Cheng Zhuo Ulf Schlichtmann 27 2 0 04 Jul 2024
MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation Yongan Zhang Zhongzhi Yu Yonggan Fu Cheng Wan Yingyan Celine Lin 22 20 0 02 Jul 2024
Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration Zhongzhi Yu Zheng Wang Yonggan Fu Huihong Shi Khalid Shaikh Yingyan Celine Lin 33 19 0 22 Jun 2024
AnalogCoder: Analog Circuit Design via Training-Free Code Generation Yao Lai Sungyoung Lee Guojin Chen Souradip Poddar Mengkang Hu David Z. Pan Ping Luo 35 26 0 23 May 2024
AMSNet: Netlist Dataset for AMS Circuits Zhuofu Tao Yichen Shi Yiru Huo Rui Ye Zonghang Li ... Chen Wu Na Bai Zhiping Yu Ting-Jung Lin Lei He 27 8 0 15 May 2024
LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust Zeng Wang Lilas Alrahis Likhitha Mankali J. Knechtel Ozgur Sinanoglu 26 9 0 11 May 2024
EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD Bing-Yue Wu Utsav Sharma Sai Rahul Dhanvi Kankipati Ajay Yadav Bintu Kappil George Sai Ritish Guntupalli Austin Rovinski V. A. Chhabria 23 6 0 04 May 2024
A Multi-Expert Large Language Model Architecture for Verilog Code Generation Bardia Nadimi Hao Zheng 26 3 0 11 Apr 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 34 57 0 18 Jan 2024
Zero-Shot RTL Code Generation with Attention Sink Augmented Large Language Models Selim Sandal Ismail Akturk 21 2 0 12 Jan 2024
LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation Ruizhe Zhong Xingbo Du Shixiong Kai Zhentao Tang Siyuan Xu Hui-Ling Zhen Jianye Hao Qiang Xu M. Yuan Junchi Yan 18 29 0 28 Dec 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 48 41 0 09 Oct 2023
LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation Zixi Zhang Greg Chadwick Hugo McNally Yiren Zhao Robert D. Mullins Jianyi Cheng Robert Mullins Yiren Zhao 16 18 0 06 Oct 2023
VeriGen: A Large Language Model for Verilog Code Generation Shailja Thakur Baleegh Ahmad Hammond Pearce Benjamin Tan Brendan Dolan-Gavitt Ramesh Karri S. Garg 29 130 0 28 Jul 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 200 2,232 0 22 Mar 2023
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 240 453 0 24 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021