Prof. Dr. Xiaowei Xu

Profile

Academic positionAssociate Professor, Senior Lecturer, Reader
Research fieldsArtificial Intelligence and Machine Learning Methods
Keywordsstatistical conventional neural networks, network quantization, efficient image segmentation, object detection, light-sheet fluorescence microscopy
Honours and awards

2023: Guangdong Special Support Plan for High-Level Talents of Guangdong Province

Current contact address

CountryGermany
CityDortmund
InstitutionLeibniz-Institut für Analytische Wissenschaften -ISAS- e.V.

Host during sponsorship

Prof. Dr. Jianxu ChenLeibniz-Institut für Analytische Wissenschaften -ISAS- e.V., Dortmund
Start of initial sponsorship01/03/2025

Programme(s)

2023Humboldt Research Fellowship Programme for Experienced Researchers

Publications (partial selection)

2026Yinheng Zhu, Xiaowei Xu: Decoupled Single-Mask Annotation Noise Detection via Cross- Sectional Patch Self-Consistency. In: MICCAI, 2026,
2026Xiaowei Xu, Justin Sonneck, Hongxiao Wang, Roman Burkard, Hendrik Wohrle, Anton Grabmasier, Matthias Gunzer, Jianxu Chen: FlowRoI A Fast Optical Flow Driven Region of Interest Extraction Framework for High-Throughput Image Compression in Immune Cell Migration Analysis. In: npj Imaging, 2026,
2026Jie Qiao, Jianxu Chen, Xiaowei Xu: MiNQVIS: Mitigating Noisy Queries for Robust Online Video Instance Segmentation. In: ECCV, 2026,
2025Shanshan Song, Wen Xie, Hailong Qiu, Meiping Huang, Jian Zhuang, Qing Lu, Yiyu Shi, Xiaomeng Li, Guang Tong, Xiaowei Xu: Domain Knowledge based Comprehensive Seg- mentation of Type-A Aortic Dissection with Clinically-oriented Evaluation. In: Medical Image Analysis, 2025,