3 papers
q-bio.QM2026
DMT-Dens: Density-preserving manifold visualization for biological data
Ruizhe Wang, Yixuan Dong, Bolin Yang +3
Motivation: Low-dimensional embeddings are widely used to explore cell-state heterogeneity in single-cell and other high-dimensional biological data. Although many methods preserve…
cs.LG2026
CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models
Mengran Li, Bo Li, Jiaying Wang +12
Virtual Cell Modeling (VCM) requires models that not only predict perturbation responses, but also support targeted revision when predictions fail. Current LLM-assisted modeling wo…
eess.SY2026
The Dawn of Agentic EDA: A Survey of Autonomous Digital Chip Design
Zelin Zang, Yuhang Song, Aili Wang +6
The semiconductor industry faces a critical "Productivity Gap" where design complexity outpaces human capacity. While the "AI for EDA" revolution (L2) successfully optimized specif…