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Dexiang Hong

3 accepted papers

2026

CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design

ICLR 2026poster

Graphic design plays a vital role in visual communication across advertising, marketing, and multimedia entertainment. Prior work has explored automated graphic design generation using diffusion models, aiming to streamline creative workflows and democratize design capabilities. However, complex gra…

Cited by 0SourcecodeScholar
2025

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

ICCV 2025poster

Diffusion models have been recognized for their ability to generate images that are not only visually appealing but also of high artistic quality. As a result, Layout-to-Image (L2I) generation has been proposed to leverage region-specific positions and descriptions to enable more precise and control…

Cited by 0SourcePDFScholar
2022

End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection

CVPR 2022poster

Generic event boundary detection aims to localize the generic, taxonomy-free event boundaries that segment videos into chunks. Existing methods typically require video frames to be decoded before feeding into the network, which demands considerable computational power and storage space. To that end,…

Cited by 20PDFScholar