Xin Ma (original) (raw)

Xin Ma

PhD Student

Biography

Welcome 👋 I am currently a Ph.D candidate at Monash University, supervised by Prof. Tien-Tsin Wong, Prof. Fang-Yuan Li, and Prof. Cunjian Chen. Previously, I received the M.S degree from University of Chinese Academy of Sciences, where I studied at CRIPAC under the leadership of Prof. Tieniu Tan and was supervised by Prof. Ran He. Before that, I obtained the B.E degree from Jiangsu University. My research interests include image super-resolution and inpainting, model compression, face recognition, video generation, large-scale generative models and so on.

Recent News

Selected Publications

Here is a selection of research papers that I have worked on over the years.

Published in Computer Vision and Pattern Recognition (CVPR), 2025, CCF-A, Stars

Consistent and Controllable Image Animation with Motion Diffusion Models

Published in International Conference on Learning Representations (ICLR), 2024, Stars

SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction

Published in Transactions on Machine Learning Research (TMLR), 2025, Stars

Latte: Latent Diffusion Transformer for Video Generation

Published in International Journal of Computer Vision (IJCV), 2024, JCR Q1 & CCF-A, Stars

LaVie: High-Quality Video Generation with Cascaded Latent Diffusion Models