Author

Tong Liu

2 papers indexed here

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Open access Aug 2026

Joint MLP and Token Pruning for Personalizing Vision Transformers

ViTs have achieved excellent performance in image recognition tasks, but their large parameter counts and high computational complexity limit their deployment on resource-constrained devices. Most existing ViT pruning methods adopt class-agnostic pruning strategies, which fail to distinguish the diverse structural requ...

Zhi-Yue Li, Tong Liu, Feng Huang et al. · Big Data and Cognitive Compu... · 0 citations

#artificial intelligence Aug 2025

EEGDM: Learning EEG Representation with Latent Diffusion Model

Recent advances in self-supervised learning for EEG representation have largely relied on masked reconstruction, where models are trained to recover randomly masked signal segments. While effective at modeling local dependencies, the training objective of masked reconstruction does not compel the model to capture globa...

Shaocong Wang, Tong Liu, Ming Li et al. · arXiv.org · 2 citations