中国科学院计算技术研究所机构知识库

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	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：5/0  |  提交时间：2025/06/25 AI-ready  multi-species  scRNA-seq database  single-cell
	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：16/0  |  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：17/0  |  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
	PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 12, 页码: 9051-9064 作者:  Chen, Qian;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Dai, Weiwei;  Huang, Wuliang;  Yan, Bingjie;  Yan, Zhen;  Lu, Wang;  Ye, Bo 收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25 Adaptation models  Data models  Privacy  Load modeling  Biological neural networks  Collaboration  Predictive models  Graph matching  model fusion  model privacy
	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：18/0  |  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：18/0  |  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：18/0  |  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：23/0  |  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：16/0  |  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：33/0  |  提交时间：2024/05/20 anesthesia  aneurysmal subarachnoid hemorrhage  cardiac complications  hypotension