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Home/Authors/Yanyan Shen

Yanyan Shen

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

ML×1Info Retrieval×1

Frequent co-authors

Jiale Deng1×
Xiaogang Shi1×
Chai Junjun1×

Research Timeline

2026
DeMix: Debugging Training Data with Mixed Data Error Types by Investigating Influence Vectors

This paper proposes DeMix, a novel framework for simultaneously diagnosing erroneous samples and their error types in machine learning models.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.IREmpiricalRecentJun 10, 2026

DeMix: Debugging Training Data with Mixed Data Error Types by Investigating Influence Vectors

Jiale Deng, Yanyan Shen, Xiaogang Shi, Chai Junjun

This paper proposes DeMix, a novel framework for simultaneously diagnosing erroneous samples and their error types in machine learning models.

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