中国科学院计算技术研究所机构知识库

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	Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data 期刊论文 IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800 作者:  He, Yuting;  Chen, Yiqiang;  Yang, XiaoDong;  Yu, Hanchao;  Huang, Yi-Hua;  Gu, Yang 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Data models  Training  Servers  Collaborative work  Adaptation models  Convergence  Feature extraction  Federated learning  knowledge distillation  non-identically distributed  deep learning  catastrophic forgetting
	Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文 IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925 作者:  Lu, Wang;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin;  Xu, Renjun;  Dimitriadis, Dimitrios;  Qin, Tao 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Medical services  Collaborative work  Data models  Adaptation models  Computational modeling  Machine learning  Data privacy  Distributed computing  federated learning  personalization  batch normalization  healthcare
	GeneCompass: deciphering universal gene regulatory mechanisms with a knowledge-informed cross-species foundation model 期刊论文 CELL RESEARCH, 2024, 页码: 16 作者:  Yang, Xiaodong;  Liu, Guole;  Feng, Guihai;  Bu, Dechao;  Wang, Pengfei;  Jiang, Jie;  Chen, Shubai;  Yang, Qinmeng;  Miao, Hefan;  Zhang, Yiyang;  Man, Zhenpeng;  Liang, Zhongming;  Wang, Zichen;  Li, Yaning;  Li, Zheng;  Liu, Yana;  Tian, Yao;  Liu, Wenhao;  Li, Cong;  Li, Ao;  Dong, Jingxi;  Hu, Zhilong;  Fang, Chen;  Cui, Lina;  Deng, Zixu;  Jiang, Haiping;  Cui, Wentao;  Zhang, Jiahao;  Yang, Zhaohui;  Li, Handong;  He, Xingjian;  Zhong, Liqun;  Zhou, Jiaheng;  Wang, Zijian;  Long, Qingqing;  Xu, Ping;  Wang, Hongmei;  Meng, Zhen;  Wang, Xuezhi;  Wang, Yangang;  Wang, Yong;  Zhang, Shihua;  Guo, Jingtao;  Zhao, Yi;  Zhou, Yuanchun;  Li, Fei;  Liu, Jing;  Chen, Yiqiang;  Yang, Ge;  Li, Xin 收藏  |  浏览/下载：4/0  |  提交时间：2024/12/06
	An fNIRS representation and fNIRS-scales multimodal fusion method for auxiliary diagnosis of amnestic mild cognitive impairment 期刊论文 BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 96, 页码: 12 作者:  Cheng, Shiyu;  Shang, Pan;  Zhang, Yingwei;  Guan, Jianhe;  Chen, Yiqiang;  Lv, Zeping;  Huang, Shuyun;  Liu, Yajing;  Xie, Haiqun 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Mild cognitive impairment  Auxiliary diagnosis  fNIRS  Scales  Multimodal fusion  Scales screening
	Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images 期刊论文 SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 11 作者:  Li, Chun-Peng;  Dai, Weiwei;  Xiao, Yun-Peng;  Qi, Mengying;  Zhang, Ling-Xiao;  Gao, Lin;  Zhang, Fang-Lue;  Lai, Yu-Kun;  Liu, Chang;  Lu, Jing;  Chen, Fen;  Chen, Dan;  Shi, Shuai;  Li, Shaowei;  Zeng, Qingyan;  Chen, Yiqiang 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Fungal keratitis  Image classification  Neural network  Transformer
	An adaptive joint optimization framework for pruning and quantization 期刊论文 INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 17 作者:  Li, Xiaohai;  Yang, Xiaodong;  Zhang, Yingwei;  Yang, Jianrong;  Chen, Yiqiang 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Model compression  Network pruning  Quantization  Mutual learning  Multi-teacher knowledge distillation
	Modality Consistency-Guided Contrastive Learning for Wearable-Based Human Activity Recognition 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 21750-21762 作者:  Guo, Changru;  Zhang, Yingwei;  Chen, Yiqiang;  Xu, Chenyang;  Wang, Zhong 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Human activity recognition  Self-supervised learning  Task analysis  Data models  Time series analysis  Internet of Things  Face recognition  Contrastive learning (CL)  human activity recognition (HAR)  intermodality  intramodality  self-supervised
	Intraoperative blood pressure and cardiac complications after aneurysmal subarachnoid hemorrhage: a retrospective cohort study 期刊论文 INTERNATIONAL JOURNAL OF SURGERY, 2024, 卷号: 110, 期号: 2, 页码: 965-973 作者:  Wang, Juan;  Lin, Fa;  Zeng, Min;  Liu, Minying;  Zheng, Maoyao;  Ren, Yue;  Li, Shu;  Yang, Xiaodong;  Chen, Yiqiang;  Chen, Xiaolin;  Sessler, Daniel I.;  Peng, Yuming 收藏  |  浏览/下载：19/0  |  提交时间：2024/05/20 anesthesia  aneurysmal subarachnoid hemorrhage  cardiac complications  hypotension
	GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion 期刊论文 ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 23 作者:  Huang, Wuliang;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Chen, Qian 收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20 Multimodal  physiological signal  graph neural network  emotion state recognition  ubiquitous computing
	Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification 期刊论文 ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 1, 页码: 30 作者:  Ma, Shuo;  Zhang, Yingwei;  Chen, Yiqiang;  Xie, Tao;  Song, Shuchao;  Jia, Ziyu 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 physiological signal  time-series signal  sleep stage classification  domain generalization  subject independent