About Me
I’m a master student at the University of Science and Technology of China. My supervisor is Professor Nenghai Yu. During my master’s program, I served as a research intern at Microsoft Research AI4Science group, under the supervision of principle researcher Shuxin Zheng, working on protein and ligand docking.
My research interests are mainly in computer vision and natural language processing, with a particular focus on generative AI. My current research includes watermarks and steganography in generative models.
Interests
- Generative Models
- Watermark and Steganography
- AI for Science
Education
MEng in Cyber Security, 2022-
University of Science and Technology of China
BEng in Information Science, 2018-2022
University of Science and Technology of China
Publications
(2024).
AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA.
In ICML 2024.
(2024).
Predicting equilibrium distributions for molecular systems with deep learning.
In Nature Machine Intelligence.
(2023).
Control Risk for Potential Misuse of Artificial Intelligence in Science.
In Preprint.
(2023).
Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking.
In Preprint.
Posts
Official implementation for ICML 2024 paper.
Train a ControlNet based on 68 face landmarks to achieve finer face control. This project is a POC and finished a few weeks after ControlNet’s first release.
