Circuit as Set of Points

1 code implementation • NeurIPS 2023 • Jialv Zou, Xinggang Wang, Jiahao Guo, Wenyu Liu, Qian Zhang, Chang Huang

In our work, we propose a novel perspective for circuit design by treating circuit components as point clouds and using Transformer-based point cloud perception methods to extract features from the circuit.

Reduced network extremal ensemble learning (RenEEL) scheme for community detection in complex networks

no code implementations • 23 Sep 2019 • Jiahao Guo, Pramesh Singh, Kevin E. Bassler

It uses iterative extremal updating of an ensemble of network partitions, which can be found by a conventional base algorithm, to find a node partition that maximizes modularity.

Community Detection Ensemble Learning