50 citations · 85 across the 6 of their papers we have counts for
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cs.LG2020★ 1 cited
Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples
Lei Cai, Zhengyang Wang, Rob Kulathinal +2
Predictive modeling is useful but very challenging in biological image analysis due to the high cost of obtaining and labeling training data. For example, in the study of gene inte…
cs.LG2020★ 4 cited
Line Graph Neural Networks for Link Prediction
Lei Cai, Jundong Li, Jie Wang +1
We consider the graph link prediction task, which is a classic graph analytical problem with many real-world applications. With the advances of deep learning, current link predicti…
cs.LG2020★ 50 cited
Deep Learning of High-Order Interactions for Protein Interface Prediction
Yi Liu, Hao Yuan, Lei Cai +1
Protein interactions are important in a broad range of biological processes. Traditionally, computational methods have been developed to automatically predict protein interface fro…