Huazhong Shu

Deep learning reveals ecological decoupling and rate heterogeneity in Hymenoptera wing evolution

Quantifying biomorphological evolution and integrating phenotypic data into large-scale ecological and evolutionary studies are often limited by the scalability, subjectivity, and poor interpretability of existing methods. We introduce HAIKA (Hierarchical Attention-based Interpre...