Author

Shi-Yuan Li

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Preprint Jul 2026

CORE: In-Context Reconstruction for Unified Tabular Anomaly Detection

CORE introduces a decorrelated feature alignment module to directly align heterogeneous features into a unified representation space, which retains their semantic information, and formulates unified TAD as an in-context reconstruction problem, eliminating the need for labeled or synthesized anomalies.

Yunfeng Zhao, Qingfeng Chen, Yue Tan et al. · 0 citations