PERSON DIRECTORY
Siyu He
Siyu He appears in 1 indexed conversation across The Cognitive Revolution. This directory brings every appearance, source, TL;DR, digest, and transcript into one searchable feed.
Unlocking Cells' Secrets: Diffusion, Deconvolution, & Discovery with Siyu He of Squidiff & CORAL
Squidiff converts 30,000–60,000-gene expression states into manipulable software objects, potentially reducing week-long measurements and months-long organoid cycles to roughly an hour of virtual experiment selection.Its semantic encoder and DDIM diffusion model support perturbation transfer and latent interpolation, while CORAL combines spatial modalities through graph-based deconvolution; validation generally works, but nonlinear biology, unseen drugs, data quality, and clinical testing remain unresolved constraints.