Search Results for author: Yihong Huang

Found 2 papers, 2 papers with code

Unleashing the Potential of Unsupervised Deep Outlier Detection through Automated Training Stopping

1 code implementation26 May 2023 Yihong Huang, Yuang Zhang, Liping Wang, Xuemin Lin

To our knowledge, our approach is the first to enable reliable identification of the optimal training iteration during training without requiring any labels.

Outlier Detection

Unsupervised Graph Outlier Detection: Problem Revisit, New Insight, and Superior Method

1 code implementation24 Oct 2022 Yihong Huang, Liping Wang, Fan Zhang, Xuemin Lin

In addition, we observe that existing algorithms have a performance drop with the mitigated data leakage issue.

Attribute Graph Outlier Detection

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