7 citations · 14 across the 9 of their papers we have counts for
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cs.LG2022★ 3 cited
PAGE: Prototype-Based Model-Level Explanations for Graph Neural Networks
Yong-Min Shin, Sun-Woo Kim, Won-Yong Shin
Aside from graph neural networks (GNNs) attracting significant attention as a powerful framework revolutionizing graph representation learning, there has been an increasing demand…
cs.LG2022★ 7 cited
Time-Series Anomaly Detection with Implicit Neural Representation
Kyeong-Joong Jeong, Yong-Min Shin
Detecting anomalies in multivariate time-series data is essential in many real-world applications. Recently, various deep learning-based approaches have shown considerable improvem…