Author

Ran Tao

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Conference Open access 2026

Text-to-image generation: From GANs and Diffusion Models to LLM-Augmented Paradigms

. As one of the core cutting-edge fields of AI-generated content, text-to-image generation has brought about dramatic changes to traditional content creation fields. This paper divides the development of text-to-image generation into three stages: Generative Adversarial Networks (GAN), Diffusion Models and the explorat...

Ran Tao · Proceedings of the 4th Inter... · 0 citations

#small language model Preprint Aug 2026

Beyond Vector Hiding: Breaking and Mitigating Shared-Direction Weight Obfuscation in TEE-Offloaded Large Language Models

This work identifies shared rank-one reuse as the root cause of the leakage exploited by the authors' attacks, and proposes LatticeLeak, which exploits the resulting hidden lattice.

Meng-Hui Zhang, Ao-Ying Zheng, Guo-Xiao Liu et al. · 0 citations