2 papers
cs.LG2025
Fourier-Invertible Neural Encoder (FINE) for Homogeneous Flows
Anqiao Ouyang, Hongyi Ke, Qi Wang
We present the Fourier-Invertible Neural Encoder (FINE), a compact and interpretable architecture for dimension reduction in translation-equivariant datasets. FINE integrates rever…
cs.CG2025
Morse-based Modular Homology for Evolving Simplicial Complexes
Anqiao Ouyang
The computation of homology groups for evolving simplicial complexes often requires repeated reconstruction of boundary operators, resulting in prohibitive costs for large-scale or…