2 papers
cs.LG2024
Conditional Local Feature Encoding for Graph Neural Networks
Yongze Wang, Haimin Zhang, Qiang Wu +1
Graph neural networks (GNNs) have shown great success in learning from graph-based data. The key mechanism of current GNNs is message passing, where a node's feature is updated bas…
cs.CV2018
Dual Pattern Learning Networks by Empirical Dual Prediction Risk Minimization
Haimin Zhang, Min Xu
Motivated by the observation that humans can learn patterns from two given images at one time, we propose a dual pattern learning network architecture in this paper. Unlike convent…