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S. Deng's Projects

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5/25/2017 Solving 8 Digital Problems with Genetic Algorithms

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dataset for Detecting and Explaining Causes From Text For a Time Series Event, EMNLP'17

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Convolutional 2D Knowledge Graph Embeddings resources

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Deep Learning for Epidemiological Predictions

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Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

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Implementation of Graph Convolutional Networks in TensorFlow

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A collection of useful .gitignore templates

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Must-read papers on graph neural networks (GNN)

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EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

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Implementation code for ICML '17 paper "Deep Temporal Reasoning for Dynamic Knowledge Graphs"

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Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

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Graph Convolutional Networks in PyTorch

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Recurrent Event Network for Reasoning over Temporal Knowledge Graphs

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09/23/2018 Implementation gradient descent algorithm by saving features in dictionary

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