research
∙
01/25/2023
Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective
Recently, graph-based models designed for downstream tasks have signific...
share
research
∙
04/04/2022
Soft Threshold Ternary Networks
Large neural networks are difficult to deploy on mobile devices because ...
research
∙
12/28/2021
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers
Federated learning frameworks typically require collaborators to share t...
research
∙
10/15/2021
Joint Channel and Weight Pruning for Model Acceleration on Moblie Devices
For practical deep neural network design on mobile devices, it is essent...
research
∙
09/01/2021