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Multivariate Time Series Classification with Hierarchical Variational Graph Pooling

Oct 12, 2020
Haoyan Xu, Ziheng Duan, Yunsheng Bai, Yida Huang, Anni Ren, Qianru Yu, Qianru Zhang, Yueyang Wang, Xiaoqian Wang, Yizhou Sun, Wei Wang


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Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction

Jun 11, 2020
Yunsheng Bai, Ken Gu, Yizhou Sun, Wei Wang


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Hierarchical Large-scale Graph Similarity Computation via Graph Coarsening and Matching

Jun 09, 2020
Haoyan Xu, Runjian Chen, Yunsheng Bai, Jie Feng, Ziheng Duan, Ke Luo, Yizhou Sun, Wei Wang


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Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning

May 14, 2020
Haoyan Xu, Runjian Chen, Yunsheng Bai, Jie Feng, Ziheng Duan, Ke Luo, Yizhou Sun, Wei Wang


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Fast Detection of Maximum Common Subgraph via Deep Q-Learning

Feb 20, 2020
Yunsheng Bai, Derek Xu, Alex Wang, Ken Gu, Xueqing Wu, Agustin Marinovic, Christopher Ro, Yizhou Sun, Wei Wang


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Unsupervised Inductive Whole-Graph Embedding by Preserving Graph Proximity

Apr 01, 2019
Yunsheng Bai, Hao Ding, Yang Qiao, Agustin Marinovic, Ken Gu, Ting Chen, Yizhou Sun, Wei Wang

* Submitted to ICLR 2019 Workshop: Representation Learning on Graphs and Manifolds 

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Convolutional Set Matching for Graph Similarity

Oct 23, 2018
Yunsheng Bai, Hao Ding, Yizhou Sun, Wei Wang

* Submitted to NIPS 2018 Workshop: Relational Representation Learning. arXiv admin note: substantial text overlap with arXiv:1809.04440 

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Graph Edit Distance Computation via Graph Neural Networks

Oct 03, 2018
Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang


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Convolutional Neural Networks for Fast Approximation of Graph Edit Distance

Sep 10, 2018
Yunsheng Bai, Hao Ding, Yizhou Sun, Wei Wang

* arXiv admin note: text overlap with arXiv:1808.05689 

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