Overview

My research is driven by my passion for generative AI. From GANs to Diffusion Models, generative models have made great progress. GhatGPT has demonstrated the great potential and application value of text generation, and image generation has also been widely used, but there are still many problems to be solved in video, 3D and 4D generation. Currently, I focus on three key areas:

• Diffusion Models: I am exploring methods to enhance the controllability, personalization, and robustness of diffusion models, ensuring that the content it generates meets the needs of engineering practice.
• 3D Gaussian Splatting: I am investigating the capabilities and limitations of 3DGS, focusing on its applications in the areas of text-to-3D and image-to-3D, while addressing concerns related to personalization, texture bias, and fineness.
• AI for Medicine & Healthcare: I am interested in leveraging AI to improve healthcare outcomes, from disease diagnosis and treatment planning to drug discovery and personalized medicine. My goal is to develop AI solutions that are safe, effective, and accessible to all.

Publications

(* indicate corresponding author)

DreamTexture: High-Fidelity Synthetic 3D Data Generation through Decoupled Geometry and Texture Synthesis

Jing Li, Yawei Luo, Ying Li*, Xueying Li, Xiaoxue Li, Yuwen Hao, Lijun Wang, and Zhengping Li*

The 18th European Conference on Computer Vision ECCV 2024 (Synthetic Data for Computer Vision)

Guiding 3D Digital Content Generation with Pre-Trained Diffusion Models

Jing Li, Zhengping Li*, Peizhe Jiang, Lijun Wang, Xiaoxue Li*, Yuwen Hao

International Journal of Advanced Computer Science & Applications 15.1 (2024)

A Comprehensive Study of Content Generation Using Diffusion Model

Jing Li, Zhengping Li, Ying Li, Lijun Wang*

SID Symposium Digest of Technical Papers. Vol. 54. 2023

Collaborators

• Lijun Wang, PhD, Professor/Director, Advance Vision Research Institute, Hangzhou Institute of Technology, Xidian University
• Yawei Luo, PhD, Researcher, Zhejiang University
• Ying Li, PhD, Senior Lecturer, North China University of Technology