中国科学院计算技术研究所机构知识库

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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：4/0  |  提交时间：2025/12/03 Imbalanced DR grading  Adapter learning  Pre-trained vision foundation models  Dual-view balanced loss  Trustworthniess  Transferability
	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：4/0  |  提交时间：2025/12/03 Transformer  Dynamic token compression  Pruning  Multi-dimensional adaptive compression
	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：4/0  |  提交时间：2025/12/03 colorectal cancer  metagenomics  microbiota-host interaction  proteomics  tissue-resident microbiome
	High Quality Compression and Transmission of Remote Sensing Images Based on Semantic Communication 期刊论文 IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2025, 卷号: 10, 期号: 5, 页码: 843-857 作者:  Jiang, Yan;  Xie, Kun;  Ouyang, Yudian;  Wen, Jigang;  Zhang, Guangxing;  Liang, Wei;  Feng, Quan 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Data transmission  image compression  remote sensing  remote sensing  semantic communication  semantic communication  scene classification  scene classification  scene classification
	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：3/0  |  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
	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
	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：4/0  |  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
	Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 5059-5075 作者:  Zhang, Rui;  Meng, Qi;  Zhu, Rongchan;  Wang, Yue;  Shi, Wenlei;  Zhang, Shihua;  Ma, Zhi-Ming;  Liu, Tie-Yan 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Training  Monte Carlo methods  Spatiotemporal phenomena  Accuracy  Probabilistic logic  Neural networks  Numerical models  Mathematical models  Finite difference methods  Diffusion processes  Neural PDE solver  Monte Carlo method  Feynman-Kac formula  AI for PDE
	DeePMD-kit v3: A Multiple-Backend Framework for Machine Learning Potentials 期刊论文 JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2025, 卷号: 21, 期号: 9, 页码: 4375-4385 作者:  Zeng, Jinzhe;  Zhang, Duo;  Peng, Anyang;  Zhang, Xiangyu;  He, Sensen;  Wang, Yan;  Liu, Xinzijian;  Bi, Hangrui;  Li, Yifan;  Cai, Chun;  Zhang, Chengqian;  Du, Yiming;  Zhu, Jia-Xin;  Mo, Pinghui;  Huang, Zhengtao;  Zeng, Qiyu;  Shi, Shaochen;  Qin, Xuejian;  Yu, Zhaoxi;  Luo, Chenxing;  Ding, Ye;  Liu, Yun-Pei;  Shi, Ruosong;  Wang, Zhenyu;  Bore, Sigbjorn Loland;  Chang, Junhan;  Deng, Zhe;  Ding, Zhaohan;  Han, Siyuan;  Jiang, Wanrun;  Ke, Guolin;  Liu, Zhaoqing;  Lu, Denghui;  Muraoka, Koki;  Oliaei, Hananeh;  Singh, Anurag Kumar;  Que, Haohui;  Xu, Weihong;  Xu, Zhangmancang;  Zhuang, Yong-Bin;  Dai, Jiayu;  Giese, Timothy J.;  Jia, Weile;  Xu, Ben;  York, Darrin M.;  Zhang, Linfeng;  Wang, Han 收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
	scCompass: An Integrated Multi-Species scRNA-seq Database for AI-Ready 期刊论文 ADVANCED SCIENCE, 2025, 页码: 16 作者:  Wang, Pengfei;  Liu, Wenhao;  Wang, Jiajia;  Liu, Yana;  Li, Pengjiang;  Xu, Ping;  Cui, Wentao;  Zhang, Ran;  Long, Qingqing;  Hu, Zhilong;  Fang, Chen;  Dong, Jingxi;  Zhang, Chunyang;  Chen, Yan;  Wang, Chengrui;  Liu, Guole;  Xie, Hanyu;  Zhang, Yiyang;  Xiao, Meng;  Chen, Shubai;  Jiang, Haiping;  Chen, Yiqiang;  Yang, Ge;  Zhang, Shihua;  Meng, Zhen;  Wang, Xuezhi;  Feng, Guihai;  Li, Xin;  Zhou, Yuanchun 收藏  |  浏览/下载：37/0  |  提交时间：2025/06/25 AI-ready  multi-species  scRNA-seq database  single-cell