BOiLS: Bayesian Optimisation for Logic Synthesis

BOiLS: Bayesian Optimisation for Logic Synthesis

11 November 2021

Antoine Grosnit

Xingchen Wan

Jun Wang

Papers citing "BOiLS: Bayesian Optimisation for Logic Synthesis"

12 / 12 papers shown

Title
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal Juliusz Ziomek Masaki Adachi Michael A. Osborne 37 1 0 14 Oct 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
Parallel AIG Refactoring via Conflict Breaking Ye Cai Zonglin Yang Liwei Ni Junfeng Liu Biwei Xie Xingquan Li 40 0 0 21 Apr 2024
An Open-source End-to-End Logic Optimization Framework for Large-scale Boolean Network with Reinforcement Learning Zhen Li Kaixiang Zhu Xuegong Zhou Lingli Wang NAI AI4CE 23 0 0 26 Mar 2024
LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation Ruizhe Zhong Xingbo Du Shixiong Kai Zhentao Tang Siyuan Xu Hui-Ling Zhen Jianye Hao Qiang Xu M. Yuan Junchi Yan 34 35 0 28 Dec 2023
Adaptive Reconvergence-driven AIG Rewriting via Strategy Learning Liwei Ni Zonglin Yang Jiaxi Zhang Junfeng Liu Huawei Li Biwei Xie Xinquan Li 13 3 0 22 Dec 2023
A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design Zhihai Wang Lei Chen Jie Wang Xing Li Yinqi Bai Xijun Li M. Yuan Jianye Hao Yongdong Zhang Feng Wu 31 7 0 22 Aug 2023
Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization Kamil Dreczkowski Antoine Grosnit Haitham Bou-Ammar 26 7 0 16 Jun 2023
Are Random Decompositions all we need in High Dimensional Bayesian Optimisation? Juliusz Ziomek Haitham Bou-Ammar 44 22 0 30 Jan 2023
Structured Q-learning For Antibody Design Alexander I. Cowen-Rivers P. Gorinski Aivar Sootla Asif R. Khan Liu Furui Jun Wang Jan Peters H. Ammar OffRL OnRL 32 3 0 10 Sep 2022
Rethinking Reinforcement Learning based Logic Synthesis Chao Wang Chong Chen Dexun Li Bin Wang 28 4 0 16 May 2022
DRiLLS: Deep Reinforcement Learning for Logic Synthesis Abdelrahman I. Hosny S. Hashemi M. Shalan Sherief Reda 61 109 0 11 Nov 2019