2 papers
cs.AI2026
SAVE: A Generalizable Framework for Multi-Condition Single-Cell Generation with Gene Block Attention
Jiahao Li, Jiayi Dong, Peng Ye +3
Modeling single-cell gene expression across diverse biological and technical conditions is crucial for characterizing cellular states and simulating unseen scenarios. Existing meth…
cs.AI2026
Ontology-to-tools compilation for executable semantic constraint enforcement in LLM agents
Xiaochi Zhou, Patrick Bulter, Changxuan Yang +5
We introduce ontology-to-tools compilation as a proof-of-principle mechanism for coupling large language models (LLMs) with formal domain knowledge. Within The World Avatar (TWA),…