2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Isolation-based Spherical Ensemble Representations for Tabular Anomaly Detection
Yang Cao, Sikun Yang, Hao Tian +5
Unsupervised tabular anomaly detection is a critical task with applications spanning offensive language detection, network security, and quality control. Despite extensive research…
cs.CL2025★ 2 cited
Text Anomaly Detection with Simplified Isolation Kernel
Yang Cao, Sikun Yang, Yujiu Yang +2
Two-step approaches combining pre-trained large language model embeddings and anomaly detectors demonstrate strong performance in text anomaly detection by leveraging rich semantic…