Fengtao Zhou

39 papers A* 8Journal 30Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations.
CoRR
Andong Tan, Shuyu Dai, Jinglu Wang, Fengtao Zhou, Yan Lu, Xi Wang, Yingcong Chen, Can Yang, Shujie Liu, Hao Chen
2026 J jnl
A Deployment-Friendly Foundational Framework for Efficient Computational Pathology.
CoRR
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
2026 J jnl
Multiple Instance Learning Framework with Masked Hard Instance Mining for Gigapixel Histopathology Image Analysis.
Int. J. Comput. Vis.
Wenhao Tang, Sheng Huang, Heng Fang, Fengtao Zhou, Bo Liu, Qingshan Liu
2025 J jnl
A Clinical-grade Universal Foundation Model for Intraoperative Pathology.
CoRR
Zihan Zhao, Fengtao Zhou, Ronggang Li, Bing Chu, Xinke Zhang, Xueyi Zheng, Ke Zheng, Xiaobo Wen, Jiabo Ma, Yihui Wang, Jiewei Chen, Chengyou Zheng, Jiangyu Zhang, Yongqin Wen, Jiajia Meng, Ziqi Zeng, Xiaoqing Li, Jing Li, Dan Xie, Yaping Ye, Yu Wang, Hao Chen, Muyan Cai
2025 J jnl
A Multimodal Foundation Model to Enhance Generalizability and Data Efficiency for Pan-cancer Prognosis Prediction.
CoRR
Huajun Zhou, Fengtao Zhou, Jiabo Ma, Yingxue Xu, Xi Wang, Xiuming Zhang, Li Liang, Zhenhui Li, Hao Chen
2025 J jnl
A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model.
CoRR
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
2025 J jnl
Cohort-Individual Cooperative Learning for Multimodal Cancer Survival Analysis.
IEEE Trans. Medical Imaging
Huajun Zhou, Fengtao Zhou, Hao Chen
2025 A* conf
Distilled Prompt Learning for Incomplete Multimodal Survival Prediction.
CVPR
Yingxue Xu, Fengtao Zhou, Chenyu Zhao, Yihui Wang, Can Yang, Hao Chen
2025 J jnl
Distilled Prompt Learning for Incomplete Multimodal Survival Prediction.
CoRR
Yingxue Xu, Fengtao Zhou, Chenyu Zhao, Yihui Wang, Can Yang, Hao Chen
2025 J jnl
Generative AI for Misalignment-Resistant Virtual Staining to Accelerate Histopathology Workflows.
CoRR
Jiabo Ma, Wenqiang Li, Jinbang Li, Ziyi Liu, Linshan Wu, Fengtao Zhou, Li Liang, Ronald Cheong Kin Chan, Terence Tsz Wai Wong, Hao Chen
2025 J jnl
Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images.
CoRR
Cheng Jin, Fengtao Zhou, Yunfang Yu, Jiabo Ma, Yihui Wang, Yingxue Xu, Huajun Zhou, Hao Jiang, Luyang Luo, Luhui Mao, Zifan He, Xiuming Zhang, Jing Zhang, Ronald Cheong Kin Chan, Herui Yao, Hao Chen
2025 J jnl
LLM-driven Knowledge Enhancement for Multimodal Cancer Survival Prediction.
CoRR
Chenyu Zhao, Yingxue Xu, Fengtao Zhou, Yihui Wang, Hao Chen
2025 J jnl
Large-scale Self-supervised Video Foundation Model for Intelligent Surgery.
CoRR
Shu Yang, Fengtao Zhou, Leon D. Mayer, Fuxiang Huang, Yiliang Chen, Yihui Wang, Sunan He, Yuxiang Nie, Xi Wang, Ömer Sümer, Yueming Jin, Huihui Sun, Shuchang Xu, Alex Qinyang Liu, Zheng Li, Jing Qin, Jeremy Yuen-Chun Teoh, Lena Maier-Hein, Hao Chen
2025 J jnl
MambaMIL+: Modeling Long-Term Contextual Patterns for Gigapixel Whole Slide Image.
CoRR
Qian Zeng, Yihui Wang, Shu Yang, Yingxue Xu, Fengtao Zhou, Jiabo Ma, Dejia Cai, Zhengyu Zhang, Lijuan Qu, Yu Wang, Li Liang, Hao Chen
2025 J jnl
Multiple Instance Learning Framework with Masked Hard Instance Mining for Gigapixel Histopathology Image Analysis.
CoRR
Wenhao Tang, Sheng Huang, Heng Fang, Fengtao Zhou, Bo Liu, Qingshan Liu
2025 J jnl
PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology.
CoRR
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
2025 J jnl
Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology.
CoRR
Wenhao Tang, Rong Qin, Heng Fang, Fengtao Zhou, Hao Chen, Xiang Li, Ming-Ming Cheng
2024 J jnl
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model.
CoRR
Yingxue Xu, Yihui Wang, Fengtao Zhou, Jiabo Ma, Shu Yang, Huangjing Lin, Xin Wang, Jiguang Wang, Li Liang, Anjia Han, Ronald Cheong Kin Chan, Hao Chen
2024 J jnl
Cohort-Individual Cooperative Learning for Multimodal Cancer Survival Analysis.
CoRR
Huajun Zhou, Fengtao Zhou, Hao Chen
2024 — conf
Explain via Any Concept: Concept Bottleneck Model with Open Vocabulary Concepts.
ECCV (86)
Andong Tan, Fengtao Zhou, Hao Chen
2024 J jnl
Explain via Any Concept: Concept Bottleneck Model with Open Vocabulary Concepts.
CoRR
Andong Tan, Fengtao Zhou, Hao Chen
2024 A* conf
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology.
CVPR
Wenhao Tang, Fengtao Zhou, Sheng Huang, Xiang Zhu, Yi Zhang, Bo Liu
2024 J jnl
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology.
CoRR
Wenhao Tang, Fengtao Zhou, Sheng Huang, Xiang Zhu, Yi Zhang, Bo Liu
2024 J jnl
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions.
CoRR
Huajun Zhou, Fengtao Zhou, Chenyu Zhao, Yingxue Xu, Luyang Luo, Hao Chen
2024 A* conf
Post-hoc Part-Prototype Networks.
ICML
Andong Tan, Fengtao Zhou, Hao Chen
2024 J jnl
Post-hoc Part-prototype Networks.
CoRR
Andong Tan, Fengtao Zhou, Hao Chen
2024 J jnl
Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation.
CoRR
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
2024 J jnl
iMD4GC: Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer.
CoRR
Fengtao Zhou, Yingxue Xu, Yanfen Cui, Shenyan Zhang, Yun Zhu, Weiyang He, Jiguang Wang, Xin Wang, Ronald Chan, Louis Ho Shing Lau, Chu Han, Dafu Zhang, Zhenhui Li, Hao Chen
2023 A* conf
Cross-Modal Translation and Alignment for Survival Analysis.
ICCV
Fengtao Zhou, Hao Chen
2023 J jnl
Cross-Modal Translation and Alignment for Survival Analysis.
CoRR
Fengtao Zhou, Hao Chen
2023 A* conf
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification.
ICCV
Wenhao Tang, Sheng Huang, Xiaoxian Zhang, Fengtao Zhou, Yi Zhang, Bo Liu
2023 J jnl
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification.
CoRR
Wenhao Tang, Sheng Huang, Xiaoxian Zhang, Fengtao Zhou, Yi Zhang, Bo Liu
2022 A* conf
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation.
IJCAI
Jiazhi Xu, Sheng Huang, Fengtao Zhou, Luwen Huangfu, Daniel Zeng, Bo Liu
2022 J jnl
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation.
CoRR
Jiazhi Xu, Sheng Huang, Fengtao Zhou, Luwen Huangfu, Daniel Zeng, Bo Liu
2022 J jnl
Multi-Label Image Classification via Category Prototype Compositional Learning.
IEEE Trans. Circuits Syst. Video Technol.
Fengtao Zhou, Sheng Huang, Bo Liu, Dan Yang
2021 A* conf
Deep Semantic Dictionary Learning for Multi-label Image Classification.
AAAI
Fengtao Zhou, Sheng Huang, Yun Xing
2021 J jnl
Fusing hypergraph spectral features for shilling attack detection.
J. Inf. Secur. Appl.
Hao Li, Min Gao, Fengtao Zhou, Yueyang Wang, Qilin Fan, Linda Yang
2021 A* conf
Generally Boosting Few-Shot Learning with HandCrafted Features.
ACM Multimedia
Yi Zhang, Sheng Huang, Fengtao Zhou
2020 J jnl
Deep Semantic Dictionary Learning for Multi-label Image Classification.
CoRR
Fengtao Zhou, Sheng Huang, Yun Xing