Yijie Huang

Learning Discriminative Latent Features for Generalized Zero-and Few-Shot Learning

2020

Generalized zero-shot learning (GZSL) for image classification is a challenging task since not only training examples from novel classes are absent, but also classification performance is judged on both seen and unseen classes. This setting …

Transferable Graph Condensation from the Causal Perspective

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

The increasing scale of graph datasets has significantly improved the performance of graph representation learning methods, but it has also introduced substantial training challenges. Graph dataset condensation techniques have emerged to compress large datasets into …