Heran Xi

Assistant Professor, Heilongjiang University

Joined

July 2025

Names

Heran Xi (Preferred)

Emails

****@hlju.edu.cn (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Heilongjiang University (hlju.edu.cn)

2020 – 2026

Advisors, Relations & Conflicts

Coauthor

2019 – 2025

Expertise

Image processing

2019 – 2020

Publications

MobileP2VT: Parallel Hybrid Structure makes Lightweight Network Stronger for Diabetic Retinopathy Classification.
Hongxu Ji, Jie Wu, Heran Xi, Jinghua Zhu
- BIBM 2024
- Readers: Everyone
FedFAT: Frequency adpative interpolation for federated domain generalization on heterogeneous medical images
Donghao Wang, Yingchun Cui, Mingyang Li, Heran Xi, Jinghua Zhu
- Pattern Recognit. 2026
- Readers: Everyone
Optimal Transport-Driven Federated Out-of-Distribution Detection in Heterogeneous Data
Yuan He, Yingchun Cui, Zhengda Wu, Heran Xi, Jinghua Zhu
- ICMR 2025
- Readers: Everyone
CCA: Contrastive cluster assignment for supervised and semi-supervised medical image segmentation
Jinghua Zhu, Chengying Huang, Heran Xi, Hui Cui
- Neural Networks 2025
- Readers: Everyone
Out-of-Distribution Detection for Open-Set Semi-Supervised Medical Image Classification
Jiawei Zhang, Yingchun Cui, Zhengda Wu, Heran Xi, Jinghua Zhu
- ICMR 2025
- Readers: Everyone
kMaXU: Medical image segmentation U-Net with k-means Mask Transformer and contrastive cluster assignment
Chengying Huang, Zhengda Wu, Heran Xi, Jinghua Zhu
- Pattern Recognit. 2025
- Readers: Everyone
A Frequency-Based Approach for Federated Domain Generalization in Heterogeneous Medical Imaging
Donghao Wang, Yingchun Cui, Zhengda Wu, Heran Xi, Jinghua Zhu
- ICMR 2025
- Readers: Everyone
Treasure in the background: Improve saliency object detection by self-supervised contrast learning
Haoji Dong, Jie Wu, Chengcheng Xing, Heran Xi, Hui Cui, Jinghua Zhu
- Expert Syst. Appl. 2025
- Readers: Everyone
Multi-scale graph harmonies: Unleashing U-Net's potential for medical image segmentation through contrastive learning
Jie Wu, Jiquan Ma, Heran Xi, Jinbao Li, Jinghua Zhu
- Neural Networks 2025
- Readers: Everyone
An Enhanced MobileNet with Multi-scale Attention Aggregation for DR Classification
Heran Xi, Hongxu Ji, Yang Hu, Jinbao Li, Jinghua Zhu
- APWeb/WAIM (1) 2024
- Readers: Everyone

View all 27 publications

Co-Authors

View all 37 co-authors