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2020 – today
- 2025
[j1]Xinrui Chen
, Yizhi Wang, Yao Li, Xitong Ling, Mengkui Li, Ruikang Liu, Minxi Ouyang, Kang Zhao, Tian Guan, Yonghong He:
Low-Bit-Width Zero-Shot Quantization With Soft Feature-Infused Hints for IoT Systems. IEEE Internet Things J. 12(7): 8484-8496 (2025)- [i14]Xitong Ling, Yifeng Ping, Jiawen Li, Jing Peng, Yuxuan Chen, Minxi Ouyang, Yizhi Wang, Yonghong He, Tian Guan, Xiaoping Liu, Lianghui Zhu:
Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images Analysis. CoRR abs/2503.00915 (2025) - [i13]Yuxuan Chen, Jiawen Li, Jiali Hu, Xitong Ling, Tian Guan, Anjia Han, Yonghong He:
Cross-Modal Prototype Allocation: Unsupervised Slide Representation Learning via Patch-Text Contrast in Computational Pathology. CoRR abs/2503.20190 (2025) - [i12]Fang Yan, Jianfeng Wu, Jiawen Li, Wei Wang, Jiaxuan Lu, Wen Chen, Zizhao Gao, Jianan Li, Hong Yan, Jiabo Ma, Minda Chen, Yang Lu, Qing Chen, Yizhi Wang, Xitong Ling, Xuenian Wang, Zihan Wang, Qiang Huang, Shengyi Hua, Mianxin Liu, Lei Ma, Tian Shen, Xiaofan Zhang, Yonghong He, Hao Chen, Shaoting Zhang, Zhe Wang:
PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks. CoRR abs/2503.24345 (2025) - [i11]Lianghui Zhu, Xitong Ling, Minxi Ouyang, Xiaoping Liu, Mingxi Fu, Tian Guan, Fanglei Fu, Xuanyu Wang, Maomao Zeng, Mingxi Zhu, Yibo Jin, Liming Liu, Song Duan, Qiming He, Yizhi Wang, Luxi Xie, Houqiang Li, Yonghong He, Sufang Tian:
Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology. CoRR abs/2505.21928 (2025) - [i10]Xinrui Chen, Hongxing Zhang, Fanyi Zeng, Yongxian Wei, Yizhi Wang, Xitong Ling, Guanghao Li, Chun Yuan:
Prune&Comp: Free Lunch for Layer-Pruned LLMs via Iterative Pruning with Magnitude Compensation. CoRR abs/2507.18212 (2025) - [i9]Minxi Ouyang, Lianghui Zhu, Yaqing Bao, Qiang Huang, Jingli Ouyang, Tian Guan, Xitong Ling, Jiawen Li, Song Duan, Wenbin Dai, Li Zheng, Xuemei Zhang, Yonghong He:
DiagR1: A Vision-Language Model Trained via Reinforcement Learning for Digestive Pathology Diagnosis. CoRR abs/2507.18433 (2025) - [i8]Mingxi Fu, Xitong Ling, Yuxuan Chen, Jiawen Li, Fanglei Fu, Huaitian Yuan, Tian Guan, Yonghong He, Lianghui Zhu:
Deformable Attention Graph Representation Learning for Histopathology Whole Slide Image Analysis. CoRR abs/2508.05382 (2025) - [i7]Mingxi Fu, Fanglei Fu, Xitong Ling, Huaitian Yuan, Tian Guan, Yonghong He, Lianghui Zhu:
Multimodal Prototype Alignment for Semi-supervised Pathology Image Segmentation. CoRR abs/2508.19574 (2025) - [i6]Yu Bai, Zitong Yu, Haowen Tian, Xijing Wang, Shuo Yan, Lin Wang, Honglin Li, Xitong Ling, Bo Zhang, Zheng Zhang, Wufan Wang, Hui Gao, Xiangyang Gong, Wendong Wang:
SAC-MIL: Spatial-Aware Correlated Multiple Instance Learning for Histopathology Whole Slide Image Classification. CoRR abs/2509.03973 (2025) - [i5]Yizhi Wang, Li Chen, Qiang Huang, Tian Guan, Xi Deng, Zhiyuan Shen, Jiawen Li, Xinrui Chen, Bin Hu, Xitong Ling, Taojie Zhu, Zirui Huang, Deshui Yu, Yan Liu, Jiurun Chen, Lianghui Zhu, Qiming He, Yiqing Liu, Diwei Shi, Hanzhong Liu, Junbo Hu, Hongyi Gao, Zhen Song, Xilong Zhao, Chao He, Ming Zhao, Yonghong He:
From Generic to Specialized: A Subspecialty Diagnostic System Powered by Self-Supervised Learning for Cervical Histopathology. CoRR abs/2510.10196 (2025) - 2024
- [c1]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 - [i4]Mingxi Ouyang, Yuqiu Fu, Renao Yan, Shanshan Shi, Xitong Ling, Lianghui Zhu, Yonghong He, Tian Guan:
MergeUp-augmented Semi-Weakly Supervised Learning for WSI Classification. CoRR abs/2408.12825 (2024) - [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) - [i1]Jiawen Li, Tian Guan, Qingxin Xia, Yizhi Wang, Xitong Ling, Jing Li, Qiang Huang, Zihan Wang, Zhiyuan Shen, Yifei Ma, Zimo Zhao, Zhe Lei, Tiandong Chen, Junbo Tan, Xueqian Wang, Xiu-Wu Bian, Zhe Wang, Lingchuan Guo, Chao He, Yonghong He:
Unlocking adaptive digital pathology through dynamic feature learning. CoRR abs/2412.20430 (2024)
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