5 citations · 5 across the 5 of their papers we have counts for
5 papers
OpenLS-DGF: An Adaptive Open-Source Dataset Generation Framework for Machine Learning Tasks in Logic Synthesis
Liwei Ni, Rui Wang, Miao Liu +10
This paper introduces OpenLS-DGF, an adaptive logic synthesis dataset generation framework, to enhance machine learning~(ML) applications within the logic synthesis process. Previo…
Enhancing ASIC Technology Mapping via Parallel Supergate Computing
Ye Cai, Zonglin Yang, Liwei Ni +2
With the development of large-scale integrated circuits, electronic design automation~(EDA) tools are increasingly emphasizing efficiency, with parallel algorithms becoming a trend…
iEDA: An Open-Source Intelligent Physical Implementation Toolkit and Library
Xingquan Li, Simin Tao, Zengrong Huang +53
Open-source EDA shows promising potential in unleashing EDA innovation and lowering the cost of chip design. This paper presents an open-source EDA project, iEDA, aiming for buildi…
Landslide Surface Displacement Prediction Based on VSXC-LSTM Algorithm
Menglin Kong, Ruichen Li, Fan Liu +4
Landslide is a natural disaster that can easily threaten local ecology, people's lives and property. In this paper, we conduct modelling research on real unidirectional surface dis…
FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks
Menglin Kong, Shaojie Zhao, Juan Cheng +4
There are two fundamental problems in applying deep learning/machine learning methods to disease classification tasks, one is the insufficient number and poor quality of training s…