Ruixuan Wang

Full Professor, School of Computer Science and Engineering, SUN YAT-SEN UNIVERSITY

Joined

February 2019

Names

Ruixuan Wang (Preferred)

Emails

****@mail.sysu.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

School of Computer Science and Engineering, SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2025 – Present

Associate Professor

School of Computer Science and Engineering, SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2017 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

Emanuele Trucco

2011 – 2014

Postdoc Advisor

Stephen J Mckenna

2007 – 2011

PhD Advisor

Wee Kheng Leow

2002 – 2007

Expertise

continual learning

medical image diagnosis

OOD detection

2007 – 2025

Publications

Beyond Visual cues: Harnessing Text signal for Test-Time OOD Detection
Jinlun Ye, Jiang Liao, Runhe Lai, Xinhua Lu, Jia-Xin Zhuang, Zhiyong Gan, Ruixuan Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning
Dexia Chen, Qianjie Zhu, Weibing Li, Yue Yu, Tong Zhang, Ruixuan Wang
- ICLR 2026 Poster
- Readers: Everyone
Zero-Forgetting Class-Incremental Segmentation Via Dual-Phase Cognitive CasCades
YUQUAN LU, Yifu Guo, Zishan Xu, Siyu Zhang, Siyan Wu, Ruixuan Wang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
DAT: Dual-Branch Adapter-Tuning for Few-Shot Recognition
Junxi Chen, Guangxing Wu, Hongxiang Li, Jiankang Chen, Wentao Zhang, Wei-Shi Zheng, Ruixuan Wang
- IEEE Trans. Circuits Syst. Video Technol. 2025
- Readers: Everyone
Boundary-Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation
Yang Yang, Jiaxin Zhuang, Guoying Sun, Ruixuan Wang, Jingyong Su
- IEEE Trans. Medical Imaging 2025
- Readers: Everyone
Continual Learning of Image Classes With Language Guidance From a Vision-Language Model
Wentao Zhang, Yujun Huang, Weizhuo Zhang, Tong Zhang, Qicheng Lao, Yue Yu, Wei-Shi Zheng, Ruixuan Wang
- IEEE Transactions on Circuits and Systems for Video Technology
- Readers: Everyone
Multimodal model for the diagnosis of biliary atresia based on sonographic images and clinical parameters
Wenying Zhou, Run Lin, Yuanhang Zheng, Shan Wang, Bin Xu, Zijian Tang, Ruixuan Wang, Cheng Yu, Hualin Yan, Juxian Liu, Wen Ling, Guangliang Huang, Zongjie Weng, Luyao Zhou
- npj Digit. Medicine 2025
- Readers: Everyone
Semi-supervised medical image segmentation via weak-to-strong perturbation consistency and edge-aware contrastive representation
Yang Yang, Guoying Sun, Tong Zhang, Ruixuan Wang, Jingyong Su
- Medical Image Anal. 2025
- Readers: Everyone
Continual Learning of Image Classes With Language Guidance From a Vision-Language Model
Wentao Zhang, Yujun Huang, Weizhuo Zhang, Tong Zhang, Qicheng Lao, Yue Yu, Wei-Shi Zheng, Ruixuan Wang
- IEEE Trans. Circuits Syst. Video Technol. 2024
- Readers: Everyone
FodFoM: Fake Outlier Data by Foundation Models Creates Stronger Visual Out-of-Distribution Detector
Jiankang Chen, Ling Deng, Zhiyong Gan, Wei-Shi Zheng, Ruixuan Wang
- MM2024 Poster
- Readers: Everyone

View all 55 publications

Co-Authors

View all 108 co-authors