Search Results for author: Zi Yu Xue

Found 2 papers, 1 papers with code

Label Encoding for Regression Networks

1 code implementation ICLR 2022 Deval Shah, Zi Yu Xue, Tor M. Aamodt

Prior work has shown that solving a regression problem with a set of binary classifiers can improve accuracy by utilizing well-studied binary classification algorithms.

Binary Classification regression

Robust Counterfactual Explanations on Graph Neural Networks

no code implementations NeurIPS 2021 Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang

Massive deployment of Graph Neural Networks (GNNs) in high-stake applications generates a strong demand for explanations that are robust to noise and align well with human intuition.

counterfactual

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