Xiufeng Liu

Associate Professor, Technical University of Denmark

Joined

February 2023

Names

Xiufeng Liu (Preferred)

Emails

****@dtu.dk (Confirmed)

Personal Links

Career & Education History

Associate Professor

Technical University of Denmark (dtu.dk)

2018 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

2013 – 2014

PhD Advisor

Torben Bach Pedersen

2008 – 2012

Expertise

Smart meter data analysis

2013 – Present

Big data

2008 – Present

Machine learning

2008 – Present

Publications

FedFuse: Selective Knowledge Distillation with Expert-Guided Fusion for Heterogeneous Federated
Haizhou Du, Yiran Xiang, Lixin Huang, Zonghan Wu, Huan Huo, Xiufeng Liu, Guodong Long
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
HyperKAN: A Plug-and-Play Tool for Personalized Weights Generation
Haizhou Du, PengfeiLi, Zonghan Wu, Xiufeng Liu, Huan Huo
- Submitted to ICLR 2026
- Readers: Everyone
FEDEMOE: IMPROVING PERSONALIZATION ON HET- EROGENEOUS FEDERATED LEARNING VIA ELASTIC MIXTURE OF EXPERTS ARCHITECTURE
Haizhou Du, Lixin Huang, Zonghan Wu, Nitin Bisht, Huan Huo, Xiufeng Liu
- Submitted to ICLR 2026
- Readers: Everyone
FedFree: Breaking Knowledge-sharing Barriers through Layer-wise Alignment in Heterogeneous Federated Learning
Haizhou Du, Yiran Xiang, Yiwen Cai, Xiufeng Liu, Zonghan Wu, Huan Huo, Guodong Long
- NeurIPS 2025 poster
- Readers: Everyone
PolypSense3D: A Multi-Source Benchmark Dataset for Depth-Aware Polyp Size Measurement in Endoscopy
Ruyu Liu, Lin Wang, Zhou Mingming, Jianhua Zhang, ZHANG HAOYU, Xiufeng Liu, Xu Cheng, Sixian Chan, Shen yanbin, Dai Sheng, Yuping Yan, Yaochu Jin, Lingjuan Lyu
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
ColVO: Colonoscopic Visual Odometry Considering Geometric and Photometric Consistency
Ruyu Liu, Zhengzhe Liu, ZHANG HAOYU, Guodao Zhang, Jianhua Zhang, Bo Sun, Weiguo Sheng, Xiufeng Liu, Yaochu Jin
- MM2024 Poster
- Readers: Everyone

Co-Authors