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2020 – today
- 2025
[c5]Zhengrui Guo, Conghao Xiong, Jiabo Ma, Qichen Sun, Lishuang Feng, Jinzhuo Wang, Hao Chen:
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification. CVPR 2025: 15590-15600- [c4]Zhengrui Guo, Fangxu Zhou, Wei Wu, Qichen Sun, Lishuang Feng, Jinzhuo Wang, Hao Chen:
BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation. ICLR 2025 - [c3]Wei Wu, Can Liao, Zizhen Deng, Zhengrui Guo, Jinzhuo Wang:
Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning. ICLR 2025 - [c2]Zhengrui Guo, Qichen Sun, Jiabo Ma, Lishuang Feng, Jinzhuo Wang, Hao Chen:
Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images. ICML 2025 - [i12]Zhengrui Guo, Qichen Sun, Jiabo Ma, Lishuang Feng, Jinzhuo Wang, Hao Chen:
Context Matters: Query-aware Dynamic Long Sequence Modeling of Gigapixel Images. CoRR abs/2501.18984 (2025) - [i11]Wei Wu, Can Liao, Zizhen Deng, Zhengrui Guo, Jinzhuo Wang:
Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning. CoRR abs/2502.10425 (2025) - [i10]Qichen Sun, Zhengrui Guo, Rui Peng, Hao Chen, Jinzhuo Wang:
Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining. CoRR abs/2505.12711 (2025) - [i9]Conghao Xiong, Zhengrui Guo, Zhe Xu, Yifei Zhang, Raymond Kai-Yu Tong, Si Yong Yeo, Hao Chen, Joseph J. Y. Sung, Irwin King:
Beyond Linearity: Squeeze-and-Recalibrate Blocks for Few-Shot Whole Slide Image Classification. CoRR abs/2505.15504 (2025) - [i8]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:
PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology. CoRR abs/2505.20202 (2025) - [i7]Haoxuan Che, Haibo Jin, Zhengrui Guo, Yi Lin, Cheng Jin, Hao Chen:
LLM-driven Medical Report Generation via Communication-efficient Heterogeneous Federated Learning. CoRR abs/2506.17562 (2025) - [i6]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:
A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model. CoRR abs/2507.17303 (2025) - 2024
- [j1]Yongbao Wu, Zhengrui Guo, Lei Xue, Choon Ki Ahn, Jian Liu:
Stabilization of complex networks under asynchronously intermittent event-triggered control. Autom. 161: 111493 (2024) - [c1]Zhengrui Guo, Jiabo Ma, Yingxue Xu, Yihui Wang, Liansheng Wang, Hao Chen:
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context Interaction. MICCAI (4) 2024: 189-199 - [i5]Zhengrui Guo, Jiabo Ma, Yingxue Xu, Yihui Wang, Liansheng Wang, Hao Chen:
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction. CoRR abs/2403.05396 (2024) - [i4]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:
Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation. CoRR abs/2407.18449 (2024) - [i3]Zhengrui Guo, Fangxu Zhou, Wei Wu, Qichen Sun, Lishuang Feng, Jinzhuo Wang, Hao Chen:
BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation. CoRR abs/2410.13872 (2024) - [i2]Zhengrui Guo, Conghao Xiong, Jiabo Ma, Qichen Sun, Lishuang Feng, Jinzhuo Wang, Hao Chen:
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification. CoRR abs/2411.14743 (2024) - 2023
- [i1]Cheng Jin, Zhengrui Guo, Yi Lin, Luyang Luo, Hao Chen:
Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions. CoRR abs/2303.12484 (2023)
Coauthor Index
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