Xinjun Bian

According to our database, Xinjun Bian authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

CNN and transformer feature adaptive fusion for image segmentation with imbalanced weight information.

Hongxiang Peng, Xinjun Bian, Siyang Feng, Jiale Chen, Mingwei Chen, Xipeng Pan, Lingqiao Li, Yang Zheng, Ruojie Zhang

Signal Image Video Process., April, 2026

Fair federated learning for weakly supervised nuclei segmentation via feature disentanglement.

Yi Qian, Xipeng Pan, Hang Yu, Yimin Wen, Xinjun Bian

Pattern Recognit., 2026

Federated semi-supervised medical image segmentation with temporal fluctuation aggregation and pseudo-label relation mining.

Junchang Kuang, Xinjun Bian, Siyang Feng, Shufang Pei, Zhenbing Liu, Rushi Lan, Xipeng Pan

Pattern Recognit., 2026

Federated cross-source learning for lung nodule segmentation with data characteristic-aware weight optimization.

Xinjun Bian, Huan Lin, Yumeng Wang, Lingqiao Li, Zhenbing Liu, Huadeng Wang, Zhenwei Shi, Yi Qian, Zaiyi Liu, Rushi Lan, Xipeng Pan

Pattern Recognit., 2026

2025

Multi-layer Feature Fusion and Coarse-to-fine Label Learning for Semi-supervised Lesion Segmentation of Lung Cancer.

Jiale Chen, Siyang Feng, Yanfen Cui, Chuansong Fan, Huan Lin, Xinjun Bian, Lingqiao Li, Zhenbing Liu, Zaiyi Liu, Rushi Lan, Xipeng Pan

Knowl. Based Syst., 2025

Pathology characteristics-aware federated learning for weakly supervised nuclei segmentation.

Yi Qian, Xipeng Pan, Yimin Wen, Xinjun Bian, Shilong Song

Appl. Soft Comput., 2025

2024

LesionMix data enhancement and entropy minimization for semi-supervised lesion segmentation of lung cancer.

Xipeng Pan, Mingwei Chen, Huan Lin, Xinjun Bian, Siyang Feng, Jiale Chen, Lin Wang, Xin Chen, Zaiyi Liu, Rushi Lan

Appl. Soft Comput., 2024

2023

Dual Branch Fusion Network for Pathological Image Classification with Extreme Different Image Size.

Shilong Song, Zhengyun Feng, Mingwei Chen, Xinjun Bian, Jiale Chen, Siyang Feng, Xipeng Pan

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023