3 papers
cs.MM2026
DuoTeach: Dual Role Self-Teaching for Coarse-to-Fine Decision Coordination in Vision--Language Models
Wei Yang, Yiran Zhu, Zilin Li +3
Coarse-to-fine path decision-making requires predicting a valid taxonomy path in which earlier decisions constrain later ones. However, existing benchmarks score each level indepen…
cs.LG2026
Refold: Refining Protein Inverse Folding with Efficient Structural Matching and Fusion
Yiran Zhu, Changxi Chi, Hongxin Xiang +3
Protein inverse folding aims to design an amino acid sequence that will fold into a given backbone structure, serving as a central task in protein design. Two main paradigms have b…
cs.CV2025
NeuroGaze-Distill: Brain-informed Distillation and Depression-Inspired Geometric Priors for Robust Facial Emotion Recognition
Zilin Li, Weiwei Xu, Xuanqi Zhao +1
Facial emotion recognition (FER) models trained only on pixels often fail to generalize across datasets because facial appearance is an indirect and biased proxy for underlying aff…