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DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Zhiyu Li
Changran Xu
Zhengyuan Shi
Zedong Peng
Yi Liu
Yunhao Zhou
Lingfeng Zhou
Chengyu Ma
Jianyuan Zhong
Xinyu Wang
Jieru Zhao
Zhufei Chu
Xiaoyu Yang
Qiang Xu
ArXiv (abs)PDFHTML

Papers citing "DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis"

12 / 12 papers shown
Title
VeriCoder: Enhancing LLM-Based RTL Code Generation through Functional Correctness Validation
VeriCoder: Enhancing LLM-Based RTL Code Generation through Functional Correctness Validation
Anjiang Wei
Huanmi Tan
Tarun Suresh
Daniel Mendoza
Diyi Yang
Ke Wang
Caroline Trippel
Alex Aiken
OffRL
49
0
0
22 Apr 2025
OriGen:Enhancing RTL Code Generation with Code-to-Code Augmentation and Self-Reflection
OriGen:Enhancing RTL Code Generation with Code-to-Code Augmentation and Self-Reflection
Fan Cui
Chenyang Yin
Kexing Zhou
You-lin Xiao
Guangyu Sun
...
Demin Song
Dahua Lin
Xingcheng Zhang
Yun
Yun Liang
94
28
0
23 Jul 2024
DeepGate3: Towards Scalable Circuit Representation Learning
DeepGate3: Towards Scalable Circuit Representation Learning
Zhengyuan Shi
Ziyang Zheng
Sadaf Khan
Jianyuan Zhong
Min Li
Qiang Xu
GNNAI4CE
90
11
0
15 Jul 2024
VerilogEval: Evaluating Large Language Models for Verilog Code Generation
VerilogEval: Evaluating Large Language Models for Verilog Code Generation
Mingjie Liu
N. Pinckney
Brucek Khailany
Haoxing Ren
89
184
0
14 Sep 2023
VeriGen: A Large Language Model for Verilog Code Generation
VeriGen: A Large Language Model for Verilog Code Generation
Shailja Thakur
Baleegh Ahmad
Hammond Pearce
Benjamin Tan
Brendan Dolan-Gavitt
Ramesh Karri
S. Garg
99
169
0
28 Jul 2023
DeepGate2: Functionality-Aware Circuit Representation Learning
DeepGate2: Functionality-Aware Circuit Representation Learning
Zhengyuan Shi
Hongyang Pan
Sadaf Khan
Min Li
Yi Liu
Junhua Huang
Hui-Ling Zhen
Mingxuan Yuan
Zhufei Chu
Qiang Xu
69
35
0
25 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation
CodeT5+: Open Code Large Language Models for Code Understanding and Generation
Yue Wang
Hung Le
Akhilesh Deepak Gotmare
Nghi D. Q. Bui
Junnan Li
Steven C. H. Hoi
ALM
87
491
0
13 May 2023
GPT-4 Technical Report
GPT-4 Technical Report
OpenAI OpenAI
OpenAI Josh Achiam
Steven Adler
Sandhini Agarwal
Lama Ahmad
...
Shengjia Zhao
Tianhao Zheng
Juntang Zhuang
William Zhuk
Barret Zoph
LLMAGMLLM
1.5K
14,761
0
15 Mar 2023
CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)
CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)
Zhuomin Chai
Yuxiang Zhao
Yibo Lin
Wei Liu
Runsheng Wang
Ru Huang
38
22
0
01 Aug 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&RoLRMAI4CEReLM
850
9,714
0
28 Jan 2022
DeepGate: Learning Neural Representations of Logic Gates
DeepGate: Learning Neural Representations of Logic Gates
Min Li
Sadaf Khan
Zhengyuan Shi
Naixing Wang
Yu Huang
Qiang Xu
GNNNAIAI4CE
58
44
0
26 Nov 2021
Machine Learning for Electronic Design Automation: A Survey
Machine Learning for Electronic Design Automation: A Survey
Guyue Huang
Jingbo Hu
Yifan He
Jialong Liu
Mingyuan Ma
...
Yuzhe Ma
Haoyu Yang
Bei Yu
Huazhong Yang
Yu Wang
65
238
0
10 Jan 2021

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