LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models

20 January 2022

Papers citing "LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models"

7 / 7 papers shown

Title
A Benchmark on Directed Graph Representation Learning in Hardware Designs Haoyu Wang Yinan Huang Nan Wu Pan Li OOD 48 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
MTLSO: A Multi-Task Learning Approach for Logic Synthesis Optimization Faezeh Faez Raika Karimi Yingxue Zhang Xing Li Lei Chen M. Yuan Mahdi Biparva 35 2 0 09 Sep 2024
ShortCircuit: AlphaZero-Driven Circuit Design Dimitrios Tsaras Antoine Grosnit Lei Chen Zhiyao Xie Haitham Bou-Ammar M. Yuan 50 1 0 19 Aug 2024
Verilog-to-PyG -- A Framework for Graph Learning and Augmentation on RTL Designs Yingjie Li Mingju Liu Alan Mishchenko Cunxi Yu 37 6 0 09 Nov 2023
Graph Neural Networks: A Powerful and Versatile Tool for Advancing Design, Reliability, and Security of ICs Lilas Alrahis J. Knechtel Ozgur Sinanoglu GNN AI4CE 46 22 0 29 Nov 2022
DRiLLS: Deep Reinforcement Learning for Logic Synthesis Abdelrahman I. Hosny S. Hashemi M. Shalan Sherief Reda 61 109 0 11 Nov 2019