Skip to content
Log in

Author

Shuang Song

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Review Open access Jul 2026

CausalShift: A Modular, Plugin-Based Framework for Dataset Shift Handling in Machine Learning

CausalShift is proposed, a modular, plugin-based framework for end-to-end dataset shift handling that reduces the in-distribution to out-of-distribution accuracy gap, while remaining competitive on real-world image shift and achieving performance parity with ERM on mild-shift tasks.

Shuang Song, Muhammad Syafiq Mohd Pozi, Nik F. Farid · 0 citations