Zhengrui Guo

According to our database, Zhengrui Guo authored at least 17 papers between 2023 and 2026.

Collaborative distances:

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

2026

A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation.

Zhengrui Guo, Zhengyu Zhang, Jiabo Ma, Yihui Wang, Fengtao Zhou, Yingxue Xu, Ling Liang, Chenglong Zhao, Qi Xie, Jinbang Li, Shujing Guo, Fangyi Han, Zhijian Cen, Ziyi Liu, Cheng Jin, Junlin Hou, Zhixuan Chen, Yu Cai, Lijuan Qu, Shifu Chen, Yueping Liu, Zhe Wang, Xiuming Zhang, Muyan Cai, Li Liang, Hao Chen

CoRR, May, 2026

A Breast Vision Pathology Foundation Model for Real-world Clinical Utility.

Yingxue Xu, Zhengyu Zhang, Xiuming Zhang, Mengwei Xu, Fengtao Zhou, Yihui Wang, Jiabo Ma, Yi Xin, Danyi Li, Chengyu Lu, Zhijian Cen, Ying Tan, Qingbing Yao, Qi Wang, Zizhao Gao, Yong Zhang, Jingjing Chen, Feifei Liu, Qian Xu, Yi Dai, Hongxuan Tan, Cheng Jin, Huajun Zhou, Zhengrui Guo, Ling Liang, Hongyi Wang, Yingcong Chen, Xi Wang, Zhenhui Li, Ronald Cheong Kin Chan, Ning Mao, Muyan Cai, Zhe Wang, Li Liang, Hao Chen

CoRR, May, 2026

A Deployment-Friendly Foundational Framework for Efficient Computational Pathology.

Yu Cai, Cheng Jin, Jiabo Ma, Fengtao Zhou, Yingxue Xu, Zhengrui Guo, Yihui Wang, Zhengyu Zhang, Ling Liang, Yonghao Tan, Pingcheng Dong, Du Cai, On Ki Tang, Chenglong Zhao, Xi Wang, Can Yang, Yali Xu, Jing Cui, Zhenhui Li, Ronald Cheong Kin Chan, Yueping Liu, Feng Gao, Xiuming Zhang, Li Liang, Hao Chen, Kwang-Ting Cheng

CoRR, February, 2026

LLM-Driven Medical Report Generation via Communication-Efficient Heterogeneous Federated Learning.

Haoxuan Che, Haibo Jin, Zhengrui Guo, Yi Lin, Cheng Jin, Hao Chen

IEEE Trans. Medical Imaging, January, 2026

Learning with less supervision: A survey of label-efficient learning for medical image analysis.

Cheng Jin, Zhengrui Guo, Yi Lin, Luyang Luo, Hao Chen

Medical Image Anal., 2026

2025

A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model.

Zhe Xu, Ziyi Liu, Junlin Hou, Jiabo Ma, Cheng Jin, Yihui Wang, Zhixuan Chen, Zhengyu Zhang, Zhengrui Guo, Fengtao Zhou, Yingxue Xu, Xi Wang, Ronald Cheong Kin Chan, Li Liang, Hao Chen

CoRR, July, 2025

PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology.

Jiabo Ma, Yingxue Xu, Fengtao Zhou, Yihui Wang, Cheng Jin, Zhengrui Guo, Jianfeng Wu, On Ki Tang, Huajun Zhou, Xi Wang, Luyang Luo, Zhengyu Zhang, Du Cai, Zizhao Gao, Wei Wang, Yueping Liu, Jiankun He, Jing Cui, Zhenhui Li, Jing Zhang, Feng Gao, Xiuming Zhang, Li Liang, Ronald Cheong Kin Chan, Zhe Wang, Hao Chen

CoRR, May, 2025

Beyond Linearity: Squeeze-and-Recalibrate Blocks for Few-Shot Whole Slide Image Classification.

Conghao Xiong, Zhengrui Guo, Zhe Xu, Yifei Zhang, Raymond Kai-Yu Tong, Si Yong Yeo, Hao Chen, Joseph J. Y. Sung, Irwin King

CoRR, May, 2025

Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining.

Qichen Sun, Zhengrui Guo, Rui Peng, Hao Chen, Jinzhuo Wang

CoRR, May, 2025

Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images.

Zhengrui Guo, Qichen Sun, Jiabo Ma, Lishuang Feng, Jinzhuo Wang, Hao Chen

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning.

Wei Wu, Can Liao, Zizhen Deng, Zhengrui Guo, Jinzhuo Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation.

Zhengrui Guo, Fangxu Zhou, Wei Wu, Qichen Sun, Lishuang Feng, Jinzhuo Wang, Hao Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification.

Zhengrui Guo, Conghao Xiong, Jiabo Ma, Qichen Sun, Lishuang Feng, Jinzhuo Wang, Hao Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation.

Jiabo Ma, Zhengrui Guo, Fengtao Zhou, Yihui Wang, Yingxue Xu, Yu Cai, Zhengjie Zhu, Cheng Jin, Yi Lin, Xinrui Jiang, Anjia Han, Li Liang, Ronald Cheong Kin Chan, Jiguang Wang, Kwang-Ting Cheng, Hao Chen

CoRR, 2024

Stabilization of complex networks under asynchronously intermittent event-triggered control.

Yongbao Wu, Zhengrui Guo, Lei Xue, Choon Ki Ahn, Jian Liu

Autom., 2024

HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context Interaction.

Zhengrui Guo, Jiabo Ma, Yingxue Xu, Yihui Wang, Liansheng Wang, Hao Chen

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

2023

Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions.

Cheng Jin, Zhengrui Guo, Yi Lin, Luyang Luo, Hao Chen

CoRR, 2023