Author

Selena He

h-index 6 View on Semantic Scholar

We have 2 of 39 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Conference Aug 2026

Are Temporal Graph Based Intrusion Detection Results Trustworthy? A Dataset Audit and Evaluation Framework

Temporal Graph Neural Networks (TGNNs) have been increasingly applied to network intrusion detection (NID), with some studies reporting accuracy exceeding 99%. This paper argues that such performance can be an artifact of dataset construction flaws rather than genuine model capability. We conduct an empirical audit of...

Yin-Ning Zhang, Sait Suer, S. M. T. F. A. Chowdhoury et al. · 2026 International Conferenc... · 0 citations

Jul 2026

UMCA-Net: Uncertainty-aware multi-stage cross-attention for cost-aware multi-omics data classification

This work proposes an uncertainty-aware multi-view dynamic decision framework for efficient and trustworthy disease classification that provides a scalable and practical solution for balancing diagnostic accuracy and economic cost, facilitating the deployment of multi-omics models in real-world clinical settings.

Yehong Huang, Huan Huang, Selena He et al. · Comput. Biol. Medicine · 0 citations