4 citations · 5 across the 3 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2023
Neural Network Pruning as Spectrum Preserving Process
Shibo Yao, Dantong Yu, Ioannis Koutis
Neural networks have achieved remarkable performance in various application domains. Nevertheless, a large number of weights in pre-trained deep neural networks prohibit them from…
cs.LG2023
Graph Enabled Cross-Domain Knowledge Transfer
Shibo Yao
To leverage machine learning in any decision-making process, one must convert the given knowledge (for example, natural language, unstructured text) into representation vectors tha…
cs.LG2019★ 4 cited
Enhancing Domain Word Embedding via Latent Semantic Imputation
Shibo Yao, Dantong Yu, Keli Xiao
We present a novel method named Latent Semantic Imputation (LSI) to transfer external knowledge into semantic space for enhancing word embedding. The method integrates graph theory…