2 papers
cs.LG2026
Frequency-Corrupt Based Graph Self-Supervised Learning
Haojie Li, Mengjiao Zhang, Guanfeng Liu +3
Graph self-supervised learning can reduce the need for labeled graph data and has been widely used in recommendation, social networks, and other web applications. However, existing…
cs.AI2024
Subword Embedding from Bytes Gains Privacy without Sacrificing Accuracy and Complexity
Mengjiao Zhang, Jia Xu
While NLP models significantly impact our lives, there are rising concerns about privacy invasion. Although federated learning enhances privacy, attackers may recover private train…