2 papers
cs.IR2026
Enhancing guidance for missing data in diffusion-based sequential recommendation
Qilong Yan, Yifei Xing, Dugang Liu +2
Contemporary sequential recommendation methods are becoming more complex, shifting from classification to a diffusion-guided generative paradigm. However, the quality of guidance i…
cs.LG2025
CPT: Competence-progressive Training Strategy for Few-shot Node Classification
Qilong Yan, Yufeng Zhang, Jinghao Zhang +2
Graph Neural Networks (GNNs) have made significant advancements in node classification, but their success relies on sufficient labeled nodes per class in the training data. Real-wo…