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Ten Challenging Problems in Federated Foundation Models 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4314-4337
作者:  Fan, Tao;  Gu, Hanlin;  Cao, Xuemei;  Chan, Chee Seng;  Chen, Qian;  Chen, Yiqiang;  Feng, Yihui;  Gu, Yang;  Geng, Jiaxiang;  Luo, Bing;  Liu, Shuoling;  Ong, Win Kent;  Ren, Chao;  Shao, Jiaqi;  Sun, Chuan;  Tang, Xiaoli;  Tae, Hong Xi;  Tong, Yongxin;  Wei, Shuyue;  Wu, Fan;  Xi, Wei;  Xu, Mingcong;  Yang, He;  Yang, Xin;  Yan, Jiangpeng;  Yu, Hao;  Yu, Han;  Zhang, Teng;  Zhang, Yifei;  Zhang, Xiaojin;  Zheng, Zhenzhe;  Fan, Lixin;  Yang, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Frequency modulation  Foundation models  Privacy  Optimization  Adaptation models  Watermarking  Knowledge transfer  Training  Fans  Data privacy  Federated foundation models (FedFMs)  federated learning  foundation models  large language models  privacy-preserving Ai  
Balancing Graph Processing Workloads in Heterogeneous CPU-PIM Systems 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2025, 卷号: 13, 期号: 3, 页码: 1068-1082
作者:  Xu, Sheng;  Li, Chun;  Luo, Le;  Zheng, Ming;  Yan, Liang;  Zou, Xingqi;  Chen, Xiaoming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Program processors  Logic  Codes  Annotations  Synchronization  Resource management  Parallel processing  Programming  Hardware  Energy consumption  Processing-in-Memory  workload balance  graph processing  heterogeneous system  
Sparse and Hierarchical Transformer for Survival Analysis on Whole Slide Images 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 1, 页码: 7-18
作者:  Yan, Rui;  Lv, Zhilong;  Yang, Zhidong;  Lin, Senlin;  Zheng, Chunhou;  Zhang, Fa
收藏  |  浏览/下载：41/0  |  提交时间：2024/05/20
Hierarchical representation  pathological image analysis  sparse transformer  survival analysis  
Development of a multiple convolutional neural network-facilitated diagnostic screening program for immunofluorescence images of IgA nephropathy and idiopathic membranous nephropathy 期刊论文
CLINICAL KIDNEY JOURNAL, 2023, 页码: 11
作者:  Xia, Peng;  Lv, Zhilong;  Wen, Yubing;  Zhang, Baichuan;  Zhao, Xuesong;  Zhang, Boyao;  Wang, Ying;  Cui, Haoyuan;  Wang, Chuanpeng;  Zheng, Hua;  Qin, Yan;  Sun, Lijun;  Ye, Nan;  Cheng, Hong;  Yao, Li;  Zhou, Hua;  Zhen, Junhui;  Hu, Zhao;  Zhu, Weiguo;  Zhang, Fa;  Li, Xuemei;  Ren, Fei;  Chen, Limeng
收藏  |  浏览/下载：81/0  |  提交时间：2023/12/04
convolutional neural network  idiopathic membranous nephropathy  IgA nephropathy  immunofluorescence  
GIPS-Mix for Accurate Identification of Isomeric Components in Glycan Mixtures Using Intelligent Group-Opting Strategy 期刊论文
ANALYTICAL CHEMISTRY, 2022, 页码: 9
作者:  Huang, Chuncui;  Hou, Meijie;  Yan, Jingyu;  Wang, Hui;  Wang, Yu;  Cao, Cuiyan;  Wang, Yaojun;  Gao, Huanyu;  Ma, Xinyue;  Zheng, Yi;  Bu, Dongbo;  Chai, Wengang;  Li, Yan;  Sun, Shiwei
收藏  |  浏览/下载：60/0  |  提交时间：2023/07/12
NPInter v5.0: ncRNA interaction database in a new era 期刊论文
NUCLEIC ACIDS RESEARCH, 2022, 页码: 8
作者:  Zheng, Yu;  Luo, Huaxia;  Teng, Xueyi;  Hao, Xinpei;  Yan, Xiaoyu;  Tang, Yiheng;  Zhang, Wanyu;  Wang, Yuanxin;  Zhang, Peng;  Li, Yanyan;  Zhao, Yi;  Chen, Runsheng;  He, Shunmin
收藏  |  浏览/下载：63/0  |  提交时间：2023/07/12
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 7, 页码: 3174-3184
作者:  Xu, Zhe;  Wang, Yixin;  Lu, Donghuan;  Yu, Lequan;  Yan, Jiangpeng;  Luo, Jie;  Ma, Kai;  Zheng, Yefeng;  Tong, Raymond Kai-yu
收藏  |  浏览/下载：74/0  |  提交时间：2022/12/07
Image segmentation  Prototypes  Biomedical imaging  Perturbation methods  Reliability  Feature extraction  Training  Medical image segmentation  prototype learning  semi-supervised learning  
CBREN: Convolutional Neural Networks for Constant Bit Rate Video Quality Enhancement 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 7, 页码: 4138-4149
作者:  Zhao, Hengrun;  Zheng, Bolun;  Yuan, Shanxin;  Zhang, Hua;  Yan, Chenggang;  Li, Liang;  Slabaugh, Gregory
收藏  |  浏览/下载：71/0  |  提交时间：2022/12/07
Image coding  Quantization (signal)  Streaming media  Bit rate  Image restoration  Transform coding  Video recording  Quality enhancement  CBR compressed video  dual-domain restoration  
Divide-and-Attention Network for HE-Stained Pathological Image Classification 期刊论文
BIOLOGY-BASEL, 2022, 卷号: 11, 期号: 7, 页码: 17
作者:  Yan, Rui;  Yang, Zhidong;  Li, Jintao;  Zheng, Chunhou;  Zhang, Fa
收藏  |  浏览/下载：66/0  |  提交时间：2022/12/07
pathological image classification  attention mechanism  convolutional neural network  knowledge embedding  
Nuclei-Guided Network for Breast Cancer Grading in HE-Stained Pathological Images 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 11, 页码: 15
作者:  Yan, Rui;  Ren, Fei;  Li, Jintao;  Rao, Xiaosong;  Lv, Zhilong;  Zheng, Chunhou;  Zhang, Fa
收藏  |  浏览/下载：69/0  |  提交时间：2022/12/07
breast cancer grading  histopathological image  nuclei segmentation  convolutional neural network  attention mechanism