Zhongliang Yang

AdaVAE: Exploring Adaptive GPT-2s in Variational Auto-Encoders for Language Modeling

2022 · arXiv (Cornell University)

Variational Auto-Encoder (VAE) has become the de-facto learning paradigm in achieving representation learning and generation for natural language at the same time. Nevertheless, existing VAE-based language models either employ elementary RNNs, which is not powerful …

A Novel Covert Timing Channel Based on Bitcoin Messages

2023 · IEEE Transactions on Computers

Covert channels serve the construction of cyberspace security. By realizing the secure transmission of data, it is widely used in political and financial fields. Blockchain covert channels have higher reliability and concealment compared to traditional …