I’m a second-year Master’s student in the Interdisciplinary Intelligent Graphics Group (IIGG) at Jilin University, happily guided by the Associate Professor Xi Yang.

I graduated from Jilin University in 2023 with a Bachelor’s degree in Software Engineering. My research interests focus on the computer vision and image generation. Right now, I’m working on the 3D reconstruction task of images with diffusion models. If you're looking for any kind of academic collaboration, let’s team up and become research buddies! Feel free to contact me at qianwang23@mails.jlu.edu.cn.

Research

[2024/12/16] 🔥 LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model [Project Page].

We present LineArt, a framework that transfers complex appearance onto detailed design drawings, facilitating design and artistic creation. We also present a new design drawing dataset ProLines for evaluation.

[2024/04/20] 🔥 FilterPrompt: Guiding Image Transfer in Diffusion Models [Project Page].

We propose FilterPrompt, an approach to enhance the model control effect. It can be universally applied to any diffusion model, allowing users to adjust the representation of specific image features in accordance with task requirements, thereby facilitating more precise and controllable generation outcomes.

Education

Sep. 2023 - Jun. 2026: Studying at IIGG, supervised by Xi Yang
Sep. 2019 - Jun. 2023: Graduated with a Bachelor’s degree from College of Software, Jilin University.