Research & Innovation

Global: New Variational Autoencoder Integrates Cell‑Cell Communication Signals for Enhanced Single‑Cell AnalysisA team of computational biologists has introduced CCCVAE, a variational autoencoder framework that incorporates cell‑cell communication (CCC) signals into…

Global: Study Finds Major Gaps in Copyright Compliance of Large Vision-Language ModelsA recent preprint on arXiv evaluates the ability of large vision-language models (LVLMs) to recognize and respect copyright restrictions…

Global: New Framework Boosts Deep Learning Training Speed by Targeting Gradient SubspacesResearchers have unveiled the Bulk‑Space‑Filtration‑Accelerator (BSFA), a plug‑and‑play framework designed to accelerate deep‑learning model training by differentially scaling gradient…

Global: New Research Links f-Differential Privacy to Quantitative Information Flow, Proposes General Composition TheoremsA study released on December 23, 2025, presents a novel theoretical bridge between f-differential privacy (fDP) and…