Publications

^* Equal contribution · ^† Corresponding author · Full list on Google Scholar

2026

nnMIL: A Generalizable Multiple Instance Learning Framework for Computational Pathology
Xiangde Luo, Jinxi Xiang, Yuanfeng Ji, Ruijiang Li
Nature Biomedical Engineering, 2026
- Paper
- Code
A unified vision-language model for precision oncology and biomarker prediction in neuroblastoma
Jin Zhu^*, Ruizhen Hu^*, Sen Yang^*, Qing Sun^*, Zhenzhen Zhao, …, Jinxi Xiang^†, …, Biyue Zhu^†
Nature Communications, 2026
- Paper
- Code
A Generative Foundation Model for Multimodal Histopathology
Jinxi Xiang^*, Mingjie Li^*, Siyu Hou, Yijiang Chen, Xiangde Luo, …, Ruijiang Li
arXiv, 2026
- Paper
- Demo
A Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction
Jinxi Xiang^*, Siyu Hou^*, Yuchen Li^*, Ryan Quinton, Xiaoming Zhang, …, Ruijiang Li^†
arXiv, 2026
- Paper
- Demo
AI-enabled virtual spatial proteomics from histopathology for interpretable biomarker discovery in lung cancer
Zhe Li^*, Yuchen Li^*, Jinxi Xiang, Xiyue Wang, Sen Yang, …, Ruijiang Li
Nature Medicine, 2026
- Paper
- Code

A Vision–language Foundation Model for Precision Oncology
Jinxi Xiang^*, Xiyue Wang^*, Xiaoming Zhang, Yinghua Xi, Feyisope Eweje, …, Ruijiang Li^†
Nature, 2025

VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation
Jinxi Xiang, Ricong Huang, Jun Zhang, Guanbin Li, Xiao Han, Wei Yang
The Twelfth International Conference on Learning Representations
- Paper
- Video

MIMT: Masked Image Modeling Transformer for Video Compression
Jinxi Xiang^*, Kuan Tian^*, Jun Zhang, Xiao Han, Wei Yang
The Eleventh International Conference on Learning Representations (spotlight)
Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification
Jinxi Xiang, Xiyue Wang, Jun Zhang, Sen Yang, Xiao Han, Wei Yang
The Eleventh International Conference on Learning Representations
Automatic Diagnosis and Grading of Prostate Cancer with Weakly Supervised Learning on Whole Slide Images
Jinxi Xiang^*, Xiyue Wang^*, Xinran Wang, Jun Zhang, Sen Yang, Wei Yang, Xiao Han, Yueping Liu
Computers in Biology and Medicine, 2023
- Paper