Scholar
Mengfei Xia
Google Scholar ID: jmOlxQ0AAAAJ
Ant Group
Citations & Impact
Citations
278
H-index
7
i10-index
6
Publications
14
Co-authors
4
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers in top conferences and journals such as CVPR, TPAMI, ECCV, ICML. Notable publications include:
- - 2025 CVPR: UCD: Unconditional Discriminator Promotes Nash Equilibrium in GANs
- - 2024 TPAMI: A Diffusion Model Translator for Efficient Image-to-Image Translation, FEditNet++: Few-Shot Editing of Latent Semantics in GAN Spaces with Correlated Attribute Disentanglement
- - 2024 ECCV: Exploring Guided Sampling of Conditional GANs
- - 2024 ICML: SMaRt: Improving GANs with Score Matching Regularity
- - 2024 CVPR: Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner
- - 2023 AAAI: FEditNet: Few-Shot Editing of Latent Semantics in GAN Spaces
- - 2021 TPAMI: Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs
Research Experience
- Works closely with Dr. Yujun Shen and Dr. Nan Xue.
Education
- Obtained Ph.D. degree in 2025 from the Department of Computer Science and Technology, Tsinghua University, advised by Prof. Yong-Jin Liu.
Background
- Currently a senior research scientist at Ant Research. Research interests include generative modeling in computer vision.
Miscellany
- Looking for research interns who are interested in generative models.
