Rapid Image Labeling via Neuro-Symbolic Learning

1 code implementation • 18 Jun 2023 • Yifeng Wang, Zhi Tu, Yiwen Xiang, Shiyuan Zhou, Xiyuan Chen, Bingxuan Li, Tianyi Zhang

To address this challenge, we propose a neuro-symbolic approach called Rapid, which infers image labeling rules from a small amount of labeled data provided by domain experts and automatically labels unannotated data using the rules.

DDDM: a Brain-Inspired Framework for Robust Classification

1 code implementation • 1 May 2022 • Xiyuan Chen, Xingyu Li, Yi Zhou, Tianming Yang

The mechanism is well described by the Drift-Diffusion Model (DDM).

Decision Making Robust classification +2

CONE-Align: Consistent Network Alignment with Proximity-Preserving Node Embedding

1 code implementation • 10 May 2020 • Xiyuan Chen, Mark Heimann, Fatemeh Vahedian, Danai Koutra

Network alignment, the process of finding correspondences between nodes in different graphs, has many scientific and industrial applications.