Title
Insights from Verification: Training a Verilog Generation LLM with Reinforcement Learning with Testbench Feedback N. Wang Bingkun Yao Jie Zhou Yuchen Hu Xi Wang Nan Guan Zhe Jiang OffRL 17 0 0 22 Apr 2025
ReasoningV: Efficient Verilog Code Generation with Adaptive Hybrid Reasoning Model Haiyan Qin Zhiwei Xie Jingjing Li Liangchen Li Xiaotong Feng J. Liu Wang Kang OffRL LRM 30 0 0 20 Apr 2025
Towards Optimal Circuit Generation: Multi-Agent Collaboration Meets Collective Intelligence Haiyan Qin Jiahao Feng Xiaotong Feng Wei W. Xing Wang Kang 22 0 0 20 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 Xiaochun Ye 21 1 0 11 Apr 2025
Hardware Design and Security Needs Attention: From Survey to Path Forward Sujan Ghimire Muhtasim Alam Chowdhury B. S. Latibari M. Mamun Jaeden Wolf Carpenter Benjamin Tan Hammond Pearce Pratik Satam Soheil Salehi 3DV 34 0 0 11 Apr 2025
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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 42 1 0 18 Mar 2025
Speculative Decoding for Verilog: Speed and Quality, All in One Changran Xu Yi Liu Yunhao Zhou Shan Huang Ningyi Xu Qiang Xu 45 0 0 18 Mar 2025
VeriMind: Agentic LLM for Automated Verilog Generation with a Novel Evaluation Metric Bardia Nadimi Ghali Omar Boutaib Hao Zheng 40 1 0 15 Mar 2025
Enhancing Large Language Models for Hardware Verification: A Novel SystemVerilog Assertion Dataset Anand Menon Samit S Miftah Shamik Kundu Souvik Kundu Amisha Srivastava Arnab Raha Gabriel Theodor Sonnenschein Suvadeep Banerjee Deepak A. Mathaikutty K. Basu 39 0 0 11 Mar 2025
DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis Z. Li Changran Xu Zhengyuan Shi Zedong Peng Yi Liu ... X. Wang Jieru Zhao Zhufei Chu X. J. Yang Qiang Xu 49 3 0 25 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 45 1 0 17 Feb 2025
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement Tianyu Zheng Ge Zhang Tianhao Shen Xueling Liu Bill Yuchen Lin Jie Fu Wenhu Chen Xiang Yue SyDa 67 102 0 08 Jan 2025
PromptV: Leveraging LLM-powered Multi-Agent Prompting for High-quality Verilog Generation Zhendong Mi Renming Zheng Haowen Zhong Yue Sun Shaoyi Huang 66 0 0 15 Dec 2024
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair Mingjie Liu Yun-Da Tsai Wenfei Zhou Haoxing Ren SyDa 3DV 33 3 0 19 Sep 2024
AIvril: AI-Driven RTL Generation With Verification In-The-Loop Mubashir ul Islam Humza Sami P. Gaillardon V. Tenace 34 5 0 03 Sep 2024
ITERTL: An Iterative Framework for Fine-tuning LLMs for RTL Code Generation Peiyang Wu Nan Guo Xiao Xiao Wenming Li Xiaochun Ye Dongrui Fan 22 0 0 28 Jun 2024
Chip-Chat: Challenges and Opportunities in Conversational Hardware Design Jason Blocklove S. Garg Ramesh Karri Hammond Pearce 38 164 0 22 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 161 388 0 02 May 2023
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
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 196 1,451 0 02 Sep 2021