Xiaohong Liu

Postdoc, Cancer Biology, University College London, University of London

Joined

May 2021

Names

Xiaohong Liu (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@ucl.ac.uk (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

Postdoc

Cancer Biology, University College London, University of London (ucl.ac.uk)

2022 – Present

PhD student

Computer Science, Tsinghua University (tsinghua.edu.cn)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Ting Chen

2017 – 2022

Expertise

deep learning

Present

Publications

Federated task-adaptive learning for personalized selection of human IVF-derived embryos
Tianrun Gao, Yuning Yang, Kai Wang, Yuanxu Gao, Lishuang Ma, Lei Chen, Guangdong Liu, Ping Zhang, Xiaohong Liu, Guangyu Wang
- Communications Medicine
- Readers: Everyone
A generalist foundation model and database for open-world medical image segmentation
Siqi Zhang, Qizhe Zhang, Shanghang Zhang, Xiaohong Liu, Jingkun Yue, Ming Lu, Huihuan Xu, Jiaxin Yao, Xiaobao Wei, Jiajun Cao, Xiang Zhang, Ming Gao, Jun Shen, Yichang Hao, Yinkui Wang, Xingcai Zhang, Song Wu, Ping Zhang, Shuguang Cui, Guangyu Wang
- Nature Biomedical Engineering
- Readers: Everyone
MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
Jingkun Yue, Siqi Zhang, Zinan Jia, Huihuan Xu, Zongbo Han, Xiaohong Liu, Guangyu Wang
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
FedPC: An Efficient Prototype-Based Clustered Federated Learning on Medical Imaging
Tianrun Gao, Keyan Liu, Yuning Yang, Xiaohong Liu, Ping Zhang, Guangyu Wang
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
Dense Contrastive-Based Federated Learning for Dense Prediction Tasks on Medical Images
Yuning Yang, Xiaohong Liu, Tianrun Gao, Xiaodong Xu, Ping Zhang, Guangyu Wang
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
Enhancing High-Resolution Image Compression Through Local-Global Joint Attention Mechanism
Zeyu Jiang, Xiaohong Liu, Aini Li, Guangyu Wang
- IEEE Signal Processing Letters
- Readers: Everyone
MedKPL: A heterogeneous knowledge enhanced prompt learning framework for transferable diagnosis
Yuxing Lu, Xiaohong Liu, Zongxin Du, Yuanxu Gao, Guangyu Wang
- Journal of Biomedical Informatics
- Readers: Everyone
Domain Knowledge Driven Semantic Communication for Image Transmission Over Wireless Channels
Aini Li, Xiaohong Liu, Guangyu Wang, Ping Zhang
- IEEE Wireless Communications Letters
- Readers: Everyone
Pay Self-Attention to Audio-Visual Navigation
Yinfeng Yu, Lele Cao, Fuchun Sun, Xiaohong Liu, Liejun Wang
- 02 Nov 2022 (modified: 02 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Sound Adversarial Audio-Visual Navigation
Yinfeng Yu, Wenbing Huang, Fuchun Sun, Changan Chen, Yikai Wang, Xiaohong Liu
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone

Co-Authors

View all 41 co-authors