XUYUAN XU

CTO, Magic Light Inc.

Joined

September 2021

Names

XUYUAN XU (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

CTO

Magic Light Inc. (magiclight.ai)

2023 – Present

expert engineer

PCG AI Technology Center (tencent.com)

2014 – 2023

PhD student

City University of Hong Kong (cityu.edu.hk)

2010 – 2014

Advisors, Relations & Conflicts

PhD Advisor

2010 – Present

Expertise

AIGC/ multimodal feature representation/ Machine learning

2014 – 2023

Publications

TaCA: Hot-Plugging Upgrades for Foundation Model with Task-agnostic Compatible Adapter
Binjie Zhang, Yixiao Ge, XUYUAN XU, Ying Shan, Mike Zheng Shou
- Submitted to ICLR 2024
- Readers: Everyone
Towards Universal Backward-Compatible Representation Learning
Binjie Zhang, Yixiao Ge, Yantao Shen, Shupeng Su, Fanzi Wu, Chun Yuan, XUYUAN XU, Yexin Wang, Ying Shan
- 02 Nov 2022 (modified: 02 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
A Robustly and Effectively Optimized Pretraining Approach for Masked Autoencoder
Ruijia Xu, Yixiao Ge, Kun Yi, XUYUAN XU, Yexin Wang, Ying-Cong Chen, Hao Chen, Ying Shan
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Dynamic Token Normalization improves Vision Transformers
Wenqi Shao, Yixiao Ge, Zhaoyang Zhang, XUYUAN XU, Xiaogang Wang, Ying Shan, Ping Luo
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval
Binjie Zhang, Yixiao Ge, Yantao Shen, Yu Li, Chun Yuan, XUYUAN XU, Yexin Wang, Ying Shan
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone

Co-Authors