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Yuxin Qin

3 accepted papers

2026

AutoPP: Towards Automated Product Poster Generation and Optimization

AAAI 2026technical

Product posters blend striking visuals with informative text to highlight the product and capture customer attention. However, crafting appealing posters and manually optimizing them based on online performance is laborious and resource-consuming. To address this, we introduce AutoPP, an automated p

Cited by 0SourcePDFScholar
2026

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models

CVPR 2026

Generating realistic and user-preferred advertisements is a key challenge in e-commerce. Existing approaches utilize multiple independent models driven by click-through-rate (CTR) to controllably create attractive image or text advertisements. However, their pipelines lack cross-modal perception and

Cited by 0SourcecodeScholar
2026

InnoAds-Composer: Efficient Condition Composition for E-Commerce Poster Generation

CVPR 2026

E-commerce product poster generation aims to automatically synthesize a single image that effectively conveys product information by presenting a subject, text, and a designed style. Recent diffusion models with fine-grained and efficient controllability have advanced product poster synthesis, yet t

Cited by 0SourceScholar