Zuobin Xiong

2 accepted papers

2026

Watch Your Step: Information Injection in Diffusion Models via Shadow Timestep Embedding

ICML 2026poster

Diffusion models have become the foundation of modern generative systems, with most research focusing primarily on improving generation efficiency and output quality. The timestep embedding component is a crucial part of the diffusion pipeline, which provides a temporal conditioning signal to the de…

Cited by 0 Source ↗Scholar ↗

2023

Federated Generative Model on Multi-Source Heterogeneous Data in IoT

Zuobin Xiong, Wei Li, Zhipeng Cai

AAAI 2023technical

The study of generative models is a promising branch of deep learning techniques, which has been successfully applied to different scenarios, such as Artificial Intelligence and the Internet of Things. While in most of the existing works, the generative models are realized as a centralized structure…

Cited by 37 Source ↗PDF ↗Scholar ↗