AutoDAW: Automated Data Augmentation for Graphs With Weak Information

M Nie, D Chen, D Wang, H Chen - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Data augmentation has been widely used across various research domains in recent years.
However, data augmentation applied to real-world graph-structured data tends to suffer from …

Quantum theory-inspired inter-sentence semantic interaction model for textual adversarial defense

J Huang, L Chen, X Yi, N Yu - Complex & Intelligent Systems, 2025 - Springer
Deep neural networks have a recognized susceptibility to diverse forms of adversarial
attacks in the field of natural language processing and such a security issue poses …