Papers citing "ChipNeMo: Domain-Adapted LLMs for Chip Design"

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Title
Customizing a Large Language Model for VHDL Design of High-Performance Microprocessors Nicolas Dupuis Ravi Nair Shyam Ramji Sean McClintock Nishant Chauhan Priyanka Nagpal Bart Blaner Ken Valk Leon Stok Ruchir Puri 16 0 0 14 May 2025
Deep Representation Learning for Electronic Design Automation Pratik Shrestha Saran Phatharodom Alec Aversa David Blankenship Zhengfeng Wu Ioannis Savidis 22 0 0 04 May 2025
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 21 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 68 0 0 18 Apr 2025
GenEDA: Unleashing Generative Reasoning on Netlist via Multimodal Encoder-Decoder Aligned Foundation Model Wenji Fang Jing Wang Yao Lu Shang Liu Zhiyao Xie AI4CE 36 1 0 13 Apr 2025
Domain-Adaptive Continued Pre-Training of Small Language Models Salman Faroz CLL 35 0 0 13 Apr 2025
RTLRepoCoder: Repository-Level RTL Code Completion through the Combination of Fine-Tuning and Retrieval Augmentation Peiyang Wu Nan Guo Junliang Lv Xiao Xiao Mingyu Yan 32 1 0 11 Apr 2025
TuRTLe: A Unified Evaluation of LLMs for RTL Generation Dario Garcia-Gasulla Gokcen Kestor Emanuele Parisi Miquel Albertí-Binimelis Cristian Gutierrez Razine Moundir Ghorab Orlando Montenegro Bernat Homs Miquel Moreto 50 0 0 31 Mar 2025
RocketPPA: Ultra-Fast LLM-Based PPA Estimator at Code-Level Abstraction Armin Abdollahi M. Kamal Massoud Pedram MoE 140 1 0 27 Mar 2025
OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery Vignesh Prabhakar Md Amirul Islam Adam Atanas Yixuan Wang J. N. Han ... Rucha Apte Robert Clark Kang Xu Zihan Wang Kai Liu LRM 85 1 0 22 Mar 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 57 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 70 0 0 17 Mar 2025
Teaching LLMs How to Learn with Contextual Fine-Tuning Younwoo Choi Muhammad Adil Asif Ziwen Han John Willes Rahul G. Krishnan LRM 36 0 0 12 Mar 2025
AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies Jian Gao Weidong Cao Junyi Yang Xuan Zhang 42 2 0 28 Feb 2025
Advanced Chain-of-Thought Reasoning for Parameter Extraction from Documents Using Large Language Models Hong Cai Chen Yanwei Xu Yang Zhang 44 0 0 23 Feb 2025
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model Yi Liu Changran Xu Yunhao Zhou Z. Li Qiang Xu VLM 51 4 0 20 Feb 2025
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chetelat Dimitrios Tsaras Yingxue Zhang Hui-Ling Zhen Jianye Hao M. Yuan 57 1 0 17 Feb 2025
Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation Haoyuan Wu Haisheng Zheng Zhuolun He Bei Yu 45 0 0 15 Feb 2025
A Survey of Research in Large Language Models for Electronic Design Automation Jingyu Pan Guanglei Zhou Chen-Chia Chang Isaac Jacobson Jiang Hu Y. Chen 71 2 0 17 Jan 2025
AnalogXpert: Automating Analog Topology Synthesis by Incorporating Circuit Design Expertise into Large Language Models Haoyi Zhang Shizhao Sun Yibo Lin Runsheng Wang Jiang Bian 57 0 0 31 Dec 2024
ChipAlign: Instruction Alignment in Large Language Models for Chip Design via Geodesic Interpolation Chenhui Deng Yunsheng Bai Haoxing Ren 36 1 0 31 Dec 2024
PromptV: Leveraging LLM-powered Multi-Agent Prompting for High-quality Verilog Generation Zhendong Mi Renming Zheng Haowen Zhong Yue Sun Shaoyi Huang 76 5 0 15 Dec 2024
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
LLMPirate: LLMs for Black-box Hardware IP Piracy Vasudev Gohil Matthew DeLorenzo Veera Vishwa Achuta Sai Venkat Nallam Joey See Jeyavijayan Rajendran 64 3 0 25 Nov 2024
Fine-Tuning and Evaluating Open-Source Large Language Models for the Army Domain Daniel C. Ruiz John Sell 11 1 0 27 Oct 2024
Watermarking Large Language Models and the Generated Content: Opportunities and Challenges Ruisi Zhang F. Koushanfar WaLM 47 0 0 24 Oct 2024
FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware Minwoo Kang Mingjie Liu Ghaith Bany Hamad Syed Suhaib Haoxing Ren LRM 25 2 0 15 Oct 2024
ESPACE: Dimensionality Reduction of Activations for Model Compression Charbel Sakr Brucek Khailany 31 3 0 07 Oct 2024
ORAssistant: A Custom RAG-based Conversational Assistant for OpenROAD Aviral Kaintura Palaniappan R Shui Song Luar Indira Iyer Almeida 26 1 0 04 Oct 2024
Blox-Net: Generative Design-for-Robot-Assembly Using VLM Supervision, Physics Simulation, and a Robot with Reset Andrew Goldberg Kavish Kondap Tianshuang Qiu Zehan Ma Letian Fu Justin Kerr Huang Huang Kaiyuan Chen Kuan Fang Ken Goldberg 39 4 0 25 Sep 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 37 8 0 04 Sep 2024
AIvril: AI-Driven RTL Generation With Verification In-The-Loop Mubashir ul Islam Humza Sami P. Gaillardon V. Tenace 44 5 0 03 Sep 2024
SPICED: Syntactical Bug and Trojan Pattern Identification in A/MS Circuits using LLM-Enhanced Detection Jayeeta Chaudhuri Dhruv Thapar Arjun Chaudhuri F. Firouzi Krishnendu Chakrabarty 29 5 0 25 Aug 2024
Intelligent OPC Engineer Assistant for Semiconductor Manufacturing Guojin Chen Haoyu Yang Bei Yu Haoxing Ren 42 0 0 23 Aug 2024
Efficient Training of Large Language Models on Distributed Infrastructures: A Survey Jiangfei Duan Shuo Zhang Zerui Wang Lijuan Jiang Wenwen Qu ... Dahua Lin Yonggang Wen Xin Jin Tianwei Zhang Peng Sun 73 8 0 29 Jul 2024
Collaborative Evolving Strategy for Automatic Data-Centric Development Xu Yang Haotian Chen Wenjun Feng Haoxue Wang Zeqi Ye Xinjie Shen Xiao Yang Shizhao Sun Weiqing Liu Jiang Bian 32 2 0 26 Jul 2024
HDL-GPT: High-Quality HDL is All You Need Bhuvnesh Kumar Saurav Nanda G. Parthasarathy Pawan Patil Austin Tsai Parivesh Choudhary LM&MA 36 0 0 25 Jul 2024
AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs Mingzhe Gao Jieru Zhao Zhe Lin Wenchao Ding Xiaofeng Hou Yu Feng Chao Li Minyi Guo OffRL 27 11 0 21 Jul 2024
HDLCopilot: Hardware Design Library Querying with Natural Language Manar Abdelatty Sherief Reda 33 0 0 17 Jul 2024
CodeV: Empowering LLMs with HDL Generation through Multi-Level Summarization Yang Zhao Di Huang Chongxiao Li Pengwei Jin Muxin Song ... Rui Zhang Xingui Hu Yunji Chen Qi Guo Xing Hu 69 22 0 15 Jul 2024
FACTS About Building Retrieval Augmented Generation-based Chatbots Rama Akkiraju Anbang Xu Deepak Bora Tan Yu Lu An ... Nave Algarici Jacob Liberman Joey Conway Sonu Nayyar Justin Boitano 55 8 0 10 Jul 2024
Classification-Based Automatic HDL Code Generation Using LLMs Wenhao Sun Bing Li Grace Li Zhang Xunzhao Yin Cheng Zhuo Ulf Schlichtmann 46 2 0 04 Jul 2024
ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets Ahmed Frikha Nassim Walha Ricardo Mendes K. K. Nakka Xue Jiang Xuebing Zhou 71 2 0 03 Jul 2024
MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation Yongan Zhang Zhongzhi Yu Yonggan Fu Cheng Wan Yingyan Celine Lin 38 23 0 02 Jul 2024
ITERTL: An Iterative Framework for Fine-tuning LLMs for RTL Code Generation Peiyang Wu Nan Guo Xiao Xiao Wenming Li Mingyu Yan Xiaochun Ye 35 0 0 28 Jun 2024
ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models Yuxuan Yin Yu Wang Boxun Xu Peng Li 33 10 0 26 Jun 2024
LiveMind: Low-latency Large Language Models with Simultaneous Inference Chuangtao Chen Grace Li Zhang Xunzhao Yin Cheng Zhuo Ulf Schlichtmann Bing Li LRM 39 3 0 20 Jun 2024
New Solutions on LLM Acceleration, Optimization, and Application Yingbing Huang Lily Jiaxin Wan Hanchen Ye Manvi Jha Jinghua Wang Yuhong Li Xiaofan Zhang Deming Chen 47 12 0 16 Jun 2024
Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis Zongyue Qin Yunsheng Bai Atefeh Sohrabizadeh Zijian Ding Ziniu Hu Yizhou Sun Jason Cong 28 2 0 13 Jun 2024
LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation Guojin Chen Keren Zhu Seunggeun Kim Hanqing Zhu Yao Lai Bei Yu David Z. Pan 28 7 0 07 Jun 2024