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Author

Yi-Zhao Wang

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Preprint Aug 2026

Nexus: Structured Synergy for Efficient Text-to-Image Generation using Rectified Flow Model

Diffusion and flow matching models have made significant progress in text-to-image generation, yet high computation, quadratic complexity, and large memory footprint hinder high-resolution synthesis and edge deployment. We propose Nexus, which integrates sparse architecture, linear complexity, and low-bit quantization....

Yi-Zhao Wang · 0 citations
Preprint Aug 2026

Visibility-Guided Structured Measure Flow for Class-Conditioned 3D Gaussian Generation

3D Gaussian Splatting (3DGS) has made real-time, high-fidelity 3D rendering practical, yet turning this explicit representation into a native generative space remains an open challenge. Directly generating 3DGS objects is difficult because Gaussian primitives are unordered, variable-sized, locally dense, and highly sen...

Yi-Zhao Wang · 0 citations

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