Search Results for author: Zhouxin Yu

Found 2 papers, 2 papers with code

Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks

1 code implementation15 Aug 2022 Jintang Li, Zhouxin Yu, Zulun Zhu, Liang Chen, Qi Yu, Zibin Zheng, Sheng Tian, Ruofan Wu, Changhua Meng

We explore a new direction in that we can capture the evolving dynamics of temporal graphs with spiking neural networks (SNNs) instead of RNNs.

Graph Representation Learning Node Classification

Tensor Decomposition with Relational Constraints for Predicting Multiple Types of MicroRNA-disease Associations

1 code implementation13 Nov 2019 Feng Huang, Xiang Yue, Zhankun Xiong, Zhouxin Yu, Wen Zhang

To this end, we innovatively represent miRNA-disease-type triplets as a tensor and introduce Tensor Decomposition methods to solve the prediction task.

Knowledge Graphs Link Prediction +1

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