52 citations · 104 across the 3 of their papers we have counts for
3 papers
cs.LG2024
A Multi-Level Framework for Accelerating Training Transformer Models
Longwei Zou, Han Zhang, Yangdong Deng
The fast growing capabilities of large-scale deep learning models, such as Bert, GPT and ViT, are revolutionizing the landscape of NLP, CV and many other domains. Training such mod…
cs.LG2023★ 52 cited
A Spatiotemporal Deep Neural Network for Fine-Grained Multi-Horizon Wind Prediction
Fanling Huang, Yangdong Deng
The prediction of wind in terms of both wind speed and direction, which has a crucial impact on many real-world applications like aviation and wind power generation, is extremely c…
cs.LG2023★ 52 cited
TCGAN: Convolutional Generative Adversarial Network for Time Series Classification and Clustering
Fanling Huang, Yangdong Deng
Recent works have demonstrated the superiority of supervised Convolutional Neural Networks (CNNs) in learning hierarchical representations from time series data for successful clas…