research
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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...
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04/04/2022
Soft Threshold Ternary Networks
Large neural networks are difficult to deploy on mobile devices because ...
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12/28/2021
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers
Federated learning frameworks typically require collaborators to share t...
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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...
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09/01/2021
