作者位次 #3/4ACL 2026Findings· Findings of ACL
AROMA : Augmented Reasoning Over a Multimodal Architecture for Virtual Cell Genetic Perturbation Modeling
Wang Zhenyu · Geyan Ye · Wei Liu · Man Tat Alexander Ng
摘要
Virtual cell modeling predicts molecular state changes under genetic perturbations in silico, which is essential for biological mechanism studies. However, existing approaches suffer from unconstrained reasoning, uninterpretable predictions, and retrieval signals that are weakly aligned with regu...