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Home/Authors/Jessica Li

Jessica Li

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

ML×1AI×1

Frequent co-authors

Guanrong Xu1×
Hao Wang1×
Yuzhe Yang1×

Research Timeline

2026
Shortcut to Nowhere: Demystifying Deep Spurious Regression

The paper introduces Deep Spurious Regression (DSR) to address spurious correlations in continuous prediction tasks, proposing a method that exploits attribute similarity in both feature and label spaces for robust generalization.

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Papers

cs.LGcs.AIRecentJun 1, 2026

Shortcut to Nowhere: Demystifying Deep Spurious Regression

Guanrong Xu, Jessica Li, Hao Wang, Yuzhe Yang

The paper introduces Deep Spurious Regression (DSR) to address spurious correlations in continuous prediction tasks, proposing a method that exploits attribute similarity in both feature and label spa…

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