OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated
Circuit Synthesis

OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis

21 October 2021

A. B. Chowdhury

Papers citing "OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis"

10 / 10 papers shown

Title
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 127 0 0 20 Apr 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 55 1 0 17 Feb 2025
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale Ziyang Zheng Shan Huang Jianyuan Zhong Zhengyuan Shi Guohao Dai Ningyi Xu Qiang Xu GNN 89 2 0 02 Feb 2025
A Benchmark on Directed Graph Representation Learning in Hardware Designs Haoyu Wang Yinan Huang Nan Wu Pan Li OOD 38 1 0 09 Oct 2024
Logic Synthesis Optimization with Predictive Self-Supervision via Causal Transformers Raika Karimi Faezeh Faez Yingxue Zhang Xing Li Lei Chen M. Yuan Mahdi Biparva 54 0 0 16 Sep 2024
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis Zhigang Wei Aman Arora Ruihao Li L. John 17 6 0 17 Feb 2023
The prediction of the quality of results in Logic Synthesis using Transformer and Graph Neural Networks Chenghao Yang Zhongda Wang Yinshui Xia Zhufei Chu 18 0 0 23 Jul 2022
Too Big to Fail? Active Few-Shot Learning Guided Logic Synthesis A. B. Chowdhury Benjamin Tan Ryan Carey Tushit Jain Ramesh Karri S. Garg 26 3 0 05 Apr 2022
DRiLLS: Deep Reinforcement Learning for Logic Synthesis Abdelrahman I. Hosny S. Hashemi M. Shalan Sherief Reda 59 109 0 11 Nov 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018