Search Results for author: Xintan Zeng

Found 2 papers, 2 papers with code

GIPA: General Information Propagation Algorithm for Graph Learning

2 code implementations • 13 May 2021 • Qinkai Zheng, Houyi Li, Peng Zhang, Zhixiong Yang, Guowei Zhang, Xintan Zeng, Yongchao Liu

Graph neural networks (GNNs) have been popularly used in analyzing graph-structured data, showing promising results in various applications such as node classification, link prediction and network recommendation.

Ranked #1 on Node Property Prediction on ogbn-proteins

Graph Attention Graph Learning +2

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GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy

1 code implementation • 21 Apr 2021 • Yongchao Liu, Houyi Li, Guowei Zhang, Xintan Zeng, Yongyong Li, Bin Huang, Peng Zhang, Zhao Li, Xiaowei Zhu, Changhua He, WenGuang Chen

Herein, we present GraphTheta, the first distributed and scalable graph learning system built upon vertex-centric distributed graph processing with neural network operators implemented as user-defined functions.

Graph Learning Graph Neural Network

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