Author

Hogun Park

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Jul 2026

CondPSE: A Polynomial-Filtered Structural Encoder with Conditional Modulation for Graphs

CondPSE, a learned PSE encoder that applies a learnable polynomial graph filter bank to standard Gaussian node probes and refines the resulting structural-response branches through FiLM-style modulation conditioned on cross-filter, local message-passing, and graph-level signals, is presented.

Woohyung Lee, Hogun Park · arXiv.org · 0 citations