Zhenpeng Zhan — accepted AI-conference papers

2026

SketchAssist: A Practical Assistant for Semantic Edits and Precise Local Redrawing

Han Zou, Yan Zhang, Ruiqi Yu, Cong Xie, Jie Huang, Zhenpeng Zhan

CVPR 2026

Sketch editing requires jointly handling high-level semantic changes and precise local redrawing, a combination that is particularly challenging for sparse, style-sensitive line art. Unlike natural images, sketches rely on minimal visual cues, making it difficult for existing methods to reconcile gl

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2025

SerialGen: Personalized Image Generation by First Standardization Then Personalization

Cong Xie, Han Zou, Ruiqi Yu, Yan Zhang, Zhenpeng Zhan

CVPR 2025poster

In this work, we are interested in achieving both high text controllability and whole-body appearance consistency in the generation of personalized human characters. We propose a novel framework, named SerialGen, which is a serial generation method consisting of two stages: first, a standardization…

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