26 citations · 38 across the 5 of their papers we have counts for
5 papers
voxel2vec: A Natural Language Processing Approach to Learning Distributed Representations for Scientific Data
Xiangyang He, Yubo Tao, Shuoliu Yang +2
Relationships in scientific data, such as the numerical and spatial distribution relations of features in univariate data, the scalar-value combinations' relations in multivariate…
SPAN: Subgraph Prediction Attention Network for Dynamic Graphs
Yuan Li, Chuanchang Chen, Yubo Tao +1
This paper proposes a novel model for predicting subgraphs in dynamic graphs, an extension of traditional link prediction. This proposed end-to-end model learns a mapping from the…
A Co-analysis Framework for Exploring Multivariate Scientific Data
Xiangyang He, Yubo Tao, Qirui Wang +1
In complex multivariate data sets, different features usually include diverse associations with different variables, and different variables are associated within different regions…
Multivariate Spatial Data Visualization: A Survey
Xiangyang He, Yubo Tao, Qirui Wang +1
Multivariate spatial data plays an important role in computational science and engineering simulations. The potential features and hidden relationships in multivariate data can ass…
Dynamic Network Embeddings for Network Evolution Analysis
Chuanchang Chen, Yubo Tao, Hai Lin
Network embeddings learn to represent nodes as low-dimensional vectors to preserve the proximity between nodes and communities of the network for network analysis. The temporal edg…