About me

I obtained PhD degree in Computer Science at National Univeristy of Singapore in 2025 under supervision of Prof. Gim Hee Lee. I received B.E. degree from Tianjin University in 2020.

Research Interests:

Open-world 3D scene understanding
Vision-language models for 3D perception
Generative models for controllable image and video synthesis

Email: xu.yating@u.nus.edu

Publication List

FG-Portrait: 3D Flow Guided Editable Portrait Animation
Yating Xu, Yunqi Miao, Evangelos Ververas, Jiankang Deng, Jifei Song.
CVPR 2026
paper code

MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps
Yating Xu, Chen Li, Gim Hee Lee.
NeurIPS 2024
paper code

Generalized Few-Shot Point Cloud Segmentation Via Geometric Words
Yating Xu, Conghui Hu, Na Zhao, Gim Hee Lee.
International Conference on Computer Vision (ICCV) 2023
paper code

Towards Robust Few-shot Point Cloud Semantic Segmentation
Yating Xu, Na Zhao, Gim Hee Lee.
The British Machine Vision Conference (BMVC) 2023
paper code

Rethink Cross-modal Fusion in Weakly-Supervised Audio-Visual Video Parsing
Yating Xu, Conghui Hu, Gim Hee Lee.
Winter Conference on Applications of Computer Vision (WACV) 2024
paper

Motion and Context-Aware Audio-Visual Conditioned Video Prediction
Yating Xu, Conghui Hu, Gim Hee Lee.
The British Machine Vision Conference (BMVC) 2023
paper

Teaching Assistant

2022 Fall: CS5340 Uncertainty Modeling in AI, NUS
2021 Fall: CS5340 Uncertainty Modeling in AI, NUS

Awards

2024: Research Achievement Award of National University of Singapore
2023: Research Achievement Award of National University of Singapore
2019: National Scholarship of China
2018: Samsung Scholarship of Tianjin University
2017: National Scholarship of China