Peiwen Li

Speech recognition system of transformer improved by pre-parallel convolution Neural Network

2022 · 2022 IEEE International Conference on Mechatronics and Automation (ICMA)

In recent years, both convolution neural network and Transformer neural network have high popularity in the field of deep learning. These two kinds of neural networks have their own characteristics and are widely used in …

Causal-aware Graph Neural Architecture Search under Distribution Shifts

2024 · arXiv (Cornell University)

Graph NAS has emerged as a promising approach for autonomously designing GNN architectures by leveraging the correlations between graphs and architectures. Existing methods fail to generalize under distribution shifts that are ubiquitous in real-world graph …