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Home/Authors/Wan Tian

Wan Tian

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Stats ML×1ML×1

Frequent co-authors

Xifeng Zhang1×
Tao Hu1×
Yijie Peng1×

Research Timeline

2026
A Unified Detection Framework for AI-Related Content and Artifacts

A unified detection framework for AI-related content using Mahalanobis distance scores is proposed, including methods for accurate positive class characterization and joint estimation.

Highlighted terms show continued research focus across papers

Papers

stat.MLcs.LGEmpiricalRecentJul 8, 2026

A Unified Detection Framework for AI-Related Content and Artifacts

Xifeng Zhang, Tao Hu, Yijie Peng, Wan Tian

A unified detection framework for AI-related content using Mahalanobis distance scores is proposed, including methods for accurate positive class characterization and joint estimation.

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