Lixia Tian

Full Professor, School of Computer Science and Technology, Beijing Jiaotong University

Joined

July 2025

Names

Lixia Tian (Preferred)

Emails

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

Personal Links

DBLP

ORCID

Career & Education History

Full Professor

School of Computer Science and Technology, Beijing Jiaotong University (bjtu.edu.cn)

2014 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

SAM2-3dMed: Empowering SAM2 for 3D Medical Image Segmentation
Yeqing Yang, Le Xu, Lixia Tian
- Submitted to ICLR 2026
- Readers: Everyone
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus
Ming Zhao, Wenhui Dong, Yang Zhang, XiangZheng, Zhonghao Zhang, Zian Zhou, YUNZHI GUAN, Liukun Xu, Wei Peng, Zhaoyang Gong, Zhicheng Zhang, Dachuan li, Xiaosheng Ma, Yuli Ma, Jianing Ni, Changjiang Jiang, Lixia Tian, Chen Qixin, Xia Kaishun, Pingping Liu et al. (6 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
RS-MAE: Region-State Masked Autoencoder for Neuropsychiatric Disorder Classifications Based on Resting-State fMRI
Hao Ma, Yongkang Xu, Lixia Tian
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
Transformer: A Pure Transformer Framework for fMRI-Based Representations of Human Brain Function
Xiaoxi Tian, Hao Ma, Yun Guan, Le Xu, Jiangcong Liu, Lixia Tian
- IEEE J. Biomed. Health Informatics 2025
- Readers: Everyone
DiffCNN: A collaborative framework of diffusion model and CNN for semi-supervised medical image segmentation
Shanshan Xu, Lixia Tian
- Neural Networks 2025
- Readers: Everyone
SVVD-NET: A framework with relative position constraints for vertebral vertex detection
Yongkang Xu, Lianhong Duan, Zhicheng Zhang, Tiansheng Sun, Yang Zhang, Lixia Tian
- Biomed. Signal Process. Control. 2025
- Readers: Everyone
BGFE-Net: A Boundary-Guided Feature Enhancement Network for segmentation of targets with fuzzy boundaries
Dongyang Xie, Yang Zhang, Xiaoxi Tian, Le Xu, Lianhong Duan, Lixia Tian
- Neurocomputing 2025
- Readers: Everyone
Graph- and transformer-guided boundary aware network for medical image segmentation
Shanshan Xu, Lianhong Duan, Yang Zhang, Zhicheng Zhang, Tiansheng Sun, Lixia Tian
- Comput. Methods Programs Biomed. 2023
- Readers: Everyone
A Siamese Network With Node Convolution for Individualized Predictions Based on Connectivity Maps Extracted From Resting-State fMRI Data
Le Xu, Hao Ma, Yun Guan, Jiangcong Liu, Huifang Huang, Yang Zhang, Lixia Tian
- IEEE J. Biomed. Health Informatics 2023
- Readers: Everyone
BrainNet with Connectivity Attention for Individualized Predictions Based on Multi-Facet Connections Extracted from Resting-State fMRI Data
Hao Ma, Fan Wu, Yun Guan, Le Xu, Jiangcong Liu, Lixia Tian
- Cogn. Comput. 2023
- Readers: Everyone

View all 31 publications

Co-Authors

View all 79 co-authors