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Junru Cheng
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2020 – today
- 2026
[i4]Qiming He, Jing Li, Tian Guan, Yifei Ma, Zimo Zhao, Yanxia Wang, Hongjing Chen, Yingming Xu, Shuang Ge, Yexing Zhang, Yizhi Wang, Xinrui Chen, Lianghui Zhu, Yiqing Liu, Qingxia Hou, Shuyan Zhao, Xiaoqin Wang, Lili Ma, Peizhen Hu, Qiang Huang, Zihan Wang, Zhiyuan Shen, Junru Cheng, Siqi Zeng, Jiurun Chen, Zhen Song, Chao He, Zhe Wang, Yonghong He:
GloPath: An Entity-Centric Foundation Model for Glomerular Lesion Assessment and Clinicopathological Insights. CoRR abs/2603.02926 (2026)- 2025
[j2]Jingying Yang, Cuimin Chen, Qiming He, Jiayi Li, Houqiang Li, Jing Peng, Junru Cheng, Meihui Li, Xiaozhuan Zhou, Yonghong He, Tian Guan, Xi Li, Danling Jiang:
Deep learning-based prognostic assessment of polyploid giant cancer cells and mitotic figures in liver cancer. Medical Biol. Eng. Comput. 63(10): 2903-2921 (2025)
[c4]Bingchen Li, Qiming He, Junru Cheng, Tian Guan, Yonghong He, Guangde Zhou:
COREMIL: Contextual Position Encoding-based Retrievable Multiple Instance Learning for Slide-level Classification. ICASSP 2025: 1-5- 2024
[j1]Jiawen Li
, Junru Cheng, Lingqin Meng, Hui Yan
, Yonghong He
, Huijuan Shi, Tian Guan
, Anjia Han
:
DeepTree: Pathological Image Classification Through Imitating Tree-Like Strategies of Pathologists. IEEE Trans. Medical Imaging 43(4): 1501-1512 (2024)
[c3]Xinrui Chen
, Renao Yan, Yizhi Wang, Jiawen Li, Junru Cheng, Tian Guan, Yonghong He:
HIQ: One-Shot Network Quantization for Histopathological Image Classification. ICASSP 2024: 1916-1920
[c2]Xitong Ling
, Minxi Ouyang
, Yizhi Wang
, Xinrui Chen
, Renao Yan
, Hongbo Chu
, Junru Cheng
, Tian Guan
, Sufang Tian
, Xiaoping Liu
, Yonghong He
:
Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis. ACM Multimedia 2024: 2795-2803
[i3]Xitong Ling, Minxi Ouyang, Yizhi Wang, Xinrui Chen
, Renao Yan, Hongbo Chu, Junru Cheng, Tian Guan, Sufang Tian, Xiaoping Liu, Yonghong He:
Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis. CoRR abs/2409.11664 (2024)
[i2]Xitong Ling, Yuanyuan Lei, Jiawen Li, Junru Cheng, Wenting Huang, Tian Guan, Jian Guan, Yonghong He:
Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer Sections. CoRR abs/2411.10752 (2024)- 2023
[c1]Xinrui Chen
, Renao Yan, Junru Cheng, Yizhi Wang, Yuqiu Fu, Yi Chen, Tian Guan, Yonghong He:
ADEQ: Adaptive Diversity Enhancement for Zero-Shot Quantization. ICONIP (1) 2023: 53-64
[i1]Qiehe Sun, Jiawen Li, Jin Xu, Junru Cheng, Tian Guan, Yonghong He:
The Whole Pathological Slide Classification via Weakly Supervised Learning. CoRR abs/2307.06344 (2023)
Coauthor Index

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