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Token pyramid pooling-driven style adapter learning with dual-view balanced loss for imbalanced diabetic retinopathy grading 期刊论文
PATTERN RECOGNITION, 2026, 卷号: 171, 页码: 13
作者:  Zhao, Jilu;  Zhang, Xiaoqing;  Zhang, Jiawei;  Sun, Hanxi;  Nie, Qiushi;  Xiao, Zunjie;  Xiao, Linxia;  Zhang, Fengyun;  Hu, Yan;  Liu, Jiang
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
Imbalanced DR grading  Adapter learning  Pre-trained vision foundation models  Dual-view balanced loss  Trustworthniess  Transferability  
Chinese Immune Multi-Omics Atlas 期刊论文
SCIENCE, 2026, 卷号: 391, 期号: 6781, 页码: 25
作者:  Yin, Jianhua;  Zheng, Yuhui;  Huang, Zhuoli;  Zhou, Wenwen;  Yuan, Yue;  Cai, Pengfei;  Bai, Yong;  Yang, Shichen;  Gao, Yue;  Duan, Shanshan;  Wang, Yang;  Xu, Zekai;  Zhang, Wenxi;  Zhang, Xinyu;  Wei, Yilin;  Huang, Yaling;  Liu, Ying;  Wang, Weikai;  Yang, Tao;  Zhang, Zhongjin;  Chen, Xiaoya;  Zhang, Xiru;  Lv, Jingzhi;  Li, Fupeng;  Zhang, Yan;  Zeng, Guodan;  Wang, Xue;  Ma, Wen;  Hou, Guixue;  Hao, Shijie;  Liu, Chang;  Lai, Yiwei;  Liu, Panhong;  Wang, Bo;  Li, Yuxiang;  Zhang, Wenwei;  Gao, Peng;  Xie, Jun;  Esteban, Miguel A.;  Gu, Ying;  Liu, Xin;  Ji, Jiansong;  Qi, Ting;  Liu, Boxiang;  Wang, Hua;  Zhao, Yi;  Yang, Xiao;  Wang, Xiangdong;  Chen, Runsheng;  Yang, Jian;  Yin, Ye;  Wang, Jian;  Cao, Yanan;  Xu, Xun;  Liu, Longqi;  Jin, Xin;  Liu, Chuanyu
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
DCHF_T: A multi-dimensional adaptive compression approach for transformer-based models 期刊论文
NEUROCOMPUTING, 2025, 卷号: 656, 页码: 12
作者:  Yan, Yaoyao;  Wang, Da;  Ye, Jing;  Yu, Hui;  Lu, Dianjie;  Zhang, Yuang;  Xu, Weizhi;  Liu, Fang'ai
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Transformer  Dynamic token compression  Pruning  Multi-dimensional adaptive compression  
Computational pathology in precision oncology: Evolution from task-specific models to foundation models 期刊论文
CHINESE MEDICAL JOURNAL, 2025, 卷号: 138, 期号: 22, 页码: 2868-2878
作者:  Wang, Yuhao;  Gu, Yunjie;  Zhang, Xueyuan;  Wang, Baizhi;  Wang, Rundong;  Li, Xiaolong;  Liu, Yudong;  Qu, Fengmei;  Ren, Fei;  Yan, Rui;  Zhou, S. Kevin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Computational pathology  Artificial intelligence  Deep learning  Foundation models  Precision oncology  
The interplay between tissue-resident microbiome and host proteins by integrated multi-omics during progression of colorectal adenoma to carcinoma 期刊论文
IMETA, 2025, 页码: 37
作者:  Wu, Di;  Wang, An-Jun;  Bu, De-Chao;  Sun, Yan-Yan;  Li, Chen-Hao;  Hong, Yue-Mei;  Zhang, Shan;  Chen, Shi-Yang;  Zhou, Jin-An;  Zhang, Tian-Yi;  Yu, Min-Hao;  Ma, Yong-Jing;  Wang, Xiu-Li;  Xu, Jia;  He, Wei;  Heeschen, Christopher;  Chen, Jian-Feng;  Mao, Wen-Jun;  Ding, Hui;  Wu, Wen-Juan;  Zhao, Yi;  Wang, Hui;  Liu, Ning-Ning
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
colorectal cancer  metagenomics  microbiota-host interaction  proteomics  tissue-resident microbiome  
Joint Beamforming and Offloading Design for Integrated Sensing, Communication, and Computation System 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 9, 页码: 14933-14937
作者:  Liu, Peng;  Fei, Zesong;  Wang, Xinyi;  Zhou, Yiqing;  Zhang, Yan;  Liu, Fan
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
Integrated sensing and communication  Integrated sensing and communication  mobile edge computing  mobile edge computing  computation offloading  computation offloading  beamforming design  beamforming design  
Diagnosis and Subtyping of Autoimmune Encephalitis Using an Attention-Based Multi-Instance Learning Model: A Multi-Center 18F-FDG PET Study 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2025, 卷号: 31, 期号: 8, 页码: 11
作者:  Sun, Yueqian;  Sun, Ruizhe;  Lv, Jiahua;  Kong, Qingxia;  Dai, Cixiang;  Wang, Bin;  Han, Xiong;  Chen, Min;  Liu, Ruihan;  Jiang, Yan;  Yuan, Leilei;  Ai, Lin;  Yang, Xiaodong;  Chen, Yiqiang;  Wang, Qun
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
F-18-FDG PET  attention-based  autoimmune encephalitis  multi-instance learning  
STP: Special token prompt for parameter-efficient tuning of pre-trained language models 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 284, 页码: 10
作者:  Yan, Yaoyao;  Yu, Hui;  Wang, Da;  Ye, Jing;  Liu, Fang'ai;  Xu, Weizhi
收藏  |  浏览/下载：27/0  |  提交时间：2025/12/03
Fine-tuning  Special token prompt  Transformer  Attention weight distribution  
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：31/0  |  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  
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4225-4238
作者:  Liu, Xin;  Zhang, Yuxiang;  Wu, Meng;  Yan, Mingyu;  He, Kun;  Yan, Wei;  Pan, Shirui;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Perturbation methods  Graph neural networks  Image edge detection  Data augmentation  Accuracy  Training  Measurement  Optimization  Detectors  World Wide Web  Edge perturbation  graph neural network  graph data augmentation  graph data attack