Preserving text space integrity for robust compositional zero-shot learning via mixture of pretrained experts

Z Hao, F Liu, L Jiao, Y Du, S Li, H Wang, P Li, X Liu… - Neurocomputing, 2025 - Elsevier
In the current landscape of Compositional Zero-Shot Learning (CZSL) methods that
leverage CLIP, the predominant approach is based on prompt learning paradigms. These …

Just-in-time software defect prediction via bi-modal change representation learning

Y Jiang, B Shen, X Gu - Journal of Systems and Software, 2025 - Elsevier
For predicting software defects at an early stage, researchers have proposed just-in-time
defect prediction (JIT-DP) to identify potential defects in code commits. The prevailing …