Jiashuai Liu

According to our database, Jiashuai Liu authored at least 15 papers between 2024 and 2026.

Collaborative distances:

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

2026

PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA.

Chunze Yang, Qidong Liu, Wenjie Zhao, Yue Tang, Jiusong Ge, Di Zhang, Jiashuai Liu, Lei Wu, Junbo Lu, Ni Zhang, Xian Wu, Zeyu Gao, Chen Li

CoRR, May, 2026

Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning.

Jiusong Ge, Yingkang Zhan, Wenjie Zhao, Di Zhang, Ke Wang, Jiashuai Liu, Chunze Yang, Chengzu Li, Jian Zhang, Yuxin Dong, Ni Zhang, Qidong Liu, Mireia Crispin-Ortuzar, Huazhu Fu, Chen Li, Zeyu Gao

CoRR, May, 2026

ProGIS: Prototype-Guided Interactive Segmentation for Pathological Images.

Jiusong Ge, Di Zhang, Yingkang Zhan, Jiashuai Liu, Tieliang Gong, Jialun Wu, Mireia Crispin-Ortuzar, Chen Li, Zeyu Gao

IEEE Trans. Medical Imaging, March, 2026

Topology-Guided Biomechanical Profiling: A White-Box Framework for Opportunistic Screening of Spinal Instability on Routine CT.

Zanting Ye, Xuanbin Wu, Guoqing Zhong, Shengyuan Liu, Jiashuai Liu, Ge Song, Zhisong Wang, Jing Hao, Xiaolong Niu, Yefeng Zheng, Yu Zhang, Lijun Lu

CoRR, March, 2026

CARE: A Molecular-Guided Foundation Model with Adaptive Region Modeling for Whole Slide Image Analysis.

Di Zhang, Zhangpeng Gong, Xiaobo Pang, Jiashuai Liu, Junbo Lu, Hao Cui, Jiusong Ge, Zhi Zeng, Kai Yi, Yinghua Li, Si Liu, Tingsong Yu, Haoran Wang, Mireia Crispin-Ortuzar, Eimiao Yu, Chen Li, Zeyu Gao

CoRR, February, 2026

PH2ST: Prompt-guided hypergraph learning for spatial transcriptomics prediction in whole slide images.

Yi Niu, Jiashuai Liu, Yingkang Zhan, Jiangbo Shi, Di Zhang, Marika Reinius, Inês Machado, Mireia Crispin-Ortuzar, Jialun Wu, Chen Li, Zeyu Gao

Medical Image Anal., 2026

2025

The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models.

Jiashuai Liu, Yingjia Shang, Yingkang Zhan, Di Zhang, Yi Niu, Dong Wei, Xian Wu, Zeyu Gao, Chen Li, Yefeng Zheng

CoRR, May, 2025

ST-Prompt Guided Histological Hypergraph Learning for Spatial Gene Expression Prediction.

Yi Niu, Jiashuai Liu, Yingkang Zhan, Jiangbo Shi, Di Zhang, Inês Machado, Mireia Crispin-Ortuzar, Chen Li, Zeyu Gao

CoRR, March, 2025

StaDis: Stability distance to detecting out-of-distribution data in computational pathology.

Di Zhang, Jiusong Ge, Jiashuai Liu, Chunbao Wang, Tieliang Gong, Zeyu Gao, Chen Li

Medical Image Anal., 2025

CoxKAN: Kolmogorov-Arnold networks for interpretable, high-performance survival analysis.

William Knottenbelt, William McGough, Rebecca Wray, Woody Zhidong Zhang, Jiashuai Liu, Inês Prata Machado, Zeyu Gao, Mireia Crispin-Ortuzar

Bioinform., 2025

Single Domain Generalization for Multimodal Cross-Cancer Prognosis via Dirac Rebalancer and Distribution Entanglement.

Jia-Xuan Jiang, Jiashuai Liu, Hongtao Wu, Yifeng Wu, Zhong Wang, Qi Bi, Yefeng Zheng

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Learning Heterogeneous Embedding with Prototype-Aware Graph Attention for Whole Slide Image Classification.

Yi Niu, Jiashuai Liu, Yingkang Zhan, Jiangbo Shi, Jian Chen, Di Zhang, Chen Li, Zeyu Gao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Similarity-Aware Dual-Perspective Learning for Medical Event Prediction.

Yang Li, Jiusong Ge, Shilei Cao, Yingkang Zhan, Zhangpeng Gong, Jiawei Niu, Jiashuai Liu, Di Zhang, Chen Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis.

William Knottenbelt, Zeyu Gao, Rebecca Wray, Woody Zhidong Zhang, Jiashuai Liu, Mireia Crispin-Ortuzar

CoRR, 2024

PAMIL: Prototype Attention-Based Multiple Instance Learning for Whole Slide Image Classification.

Jiashuai Liu, Anyu Mao, Yi Niu, Xianli Zhang, Tieliang Gong, Chen Li, Zeyu Gao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024