Author

Si-Ying Chen

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#machine learning Preprint Oct 2026

Do ResNets Route? Sparse Interaction Experts in Residual Networks

Residual networks execute every block for every input, yet their functional contributions need not be input independent. We formulate a trained ResNet as a set function over binary residual-branch masks and apply M\"obius inversion to decompose its output exactly into individual residual corrections and higher-order in...

Liang Yan, Si-Ying Chen, Kai-Jie Chen et al. · 0 citations