Articles by Jordan
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Adversarial Attack on Community Detection by Hiding Individuals

Sep 2, 20202 min read

paper link:...

Adversarial Attack on Community Detection by Hiding Individuals

Interpretable Convolutional Neural Networks

Aug 2, 20202 min read

paper link: https://openreview.net/pdf?id=BJxWx0NYPr Spotlight in CVPR 2018 可解釋人工智慧（Explainable AI，或縮寫為 XAI）這個研究領域所關心的是，如何讓人類瞭解人工智慧下判斷的理由。在 2016 年...

Interpretable Convolutional Neural Networks

Adaptive Structural Fingerprints for Graph Attention Networks

Mar 30, 20202 min read

paper link: https://openreview.net/pdf?id=BJxWx0NYPr Published as a poster in ICLR 2020 一言以敝之，這篇提出一種同時考慮到node feature和結構feature的方法來計算attention...

Adaptive Structural Fingerprints for Graph Attention Networks

Self-Attention Graph Pooling

Mar 13, 20201 min read

paper link: https://arxiv.org/abs/1904.08082 發表於 ICML 2019 一言以敝之，這篇paper藉由在GCN公式加上一trainable attention參數（attention mask），來做到同時考慮node features and...

Self-Attention Graph Pooling

The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

Mar 10, 20201 min read

paper link: https://arxiv.org/abs/1803.03635 Published in ICLR...

The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

Understanding Attention and Generalization in Graph Neural Networks

Mar 9, 20203 min read

paper link: https://arxiv.org/abs/1905.02850 發表於NIPS 2019 前景提要 自從graph attention network...

Understanding Attention and Generalization in Graph Neural Networks