linqiuxia-lynn
Qiuxia Lin
Computer Vision & Machine Learning Lab
School of Computing, National University of Singapore
117416, Singapore
📅 05/2026-Present: Research Fellow, Nanyang Technological University, advised by Prof. Ziwei Wang
📅 08/2020-10/2025: PhD of Computer Science, National University of Singapore, advised by Prof. Angela Yao
🎓 Received Bachelor & Master degrees at Beijing Institute of Technology, advised by Prof. Chi (Harold) Liu & Prof. Shuang Li
| GitHub | Google Scholar | DBLP |
About Me👩🏻💻
Hi! I am a Postdoctoral Research Fellow at PINE Lab (NTU), working with Prof. Ziwei Wang. I received my Ph.D. in Computer Science from NUS, where I was advised by Prof. Angela Yao at the CVML Lab. My research interests lie in 3D Pose Estimation, Multimodal Understanding, VLA, World Models, and Domain Adaptation. I am particularly interested in building robust and generalizable perception systems that support interaction understanding across diverse environments. I am open to research collaborations. Please feel free to get in touch!
Research Interests💡
- 2D/3D Pose Estimation
- Multimodal Understanding
- VLA
- World Models
- Domain Adaptation
Publications📔
Online Test-time Adaptation for 3D Human Pose Estimation: A Practical Perspective with Estimated 2D Poses
Qiuxia Lin, Kerui Gu, Linlin Yang, Angela Yao
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2026
PDF
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation
Qiuxia Lin, Rongyu Chen, Kerui Gu, Angela Yao
The International Conference on Machine Learning (ICML), 2025
PDF
Synthetic-to-Real Pose Estimation with Geometric Reconstruction
Qiuxia Lin, Kerui Gu, Linlin Yang, Angela Yao
The Conference on Neural Information Processing Systems (NeurIPS), 2023
PDF
Cross-Domain 3D Hand Pose Estimation with Dual Modalities
Qiuxia Lin, Linlin Yang, Angela Yao
The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023
PDF
Generalized Domain Conditioned Adaptation Network
Shuang Li, Binhui Xie, Qiuxia Lin, Chi (Harold) Liu, Gao Huang, Guoren Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
PDF
Deep Residual Correction Network for Partial Domain Adaptation
Shuang Li, Chi (Harold) Liu, Qiuxia Lin, Qi Wen, Limin Su,
Gao Huang, Zhengming Ding
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
PDF
Domain Conditioned Adaptation Network
Shuang Li, Chi (Harold) Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang
The Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2019
PDF