一作ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability
C$^{2}$R: Cross-sample Consistency Regularization Mitigates Feature Splitting and Absorption in Sparse Autoencoders
Haoran Jin · Xiting Wang · Shijie Ren · Hong Xie · Defu Lian