Soft-GNN: towards robust graph neural networks via self-adaptive data utilization. Higher Education Press . Journal Frontiers of Computer Science DOI 10.1007/s11704-024-3575-5. Keywords ...

[Xi2024] NMFAD: Neighbor-aware Mask-Filling Attributed Network Anomaly Detection in TIFS, 2024. [Zade2024] DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction ...

Masked graph autoencoder (MGAE) has emerged as a promising self-supervised graph pre-training (SGP) paradigm due to its simplicity and effectiveness. However, existing efforts perform the ...

Masked autoencoders (MAEs) are a self-supervised pretraining strategy for vision transformers (ViTs) that masks-out patches in an input image and then predicts the missing regions. Although the ...