中国科学院计算技术研究所机构知识库

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	Peak-controlled logits poisoning attack in federated distillation 期刊论文 DISCOVER COMPUTING, 2025, 卷号: 28, 期号: 1, 页码: 18 作者:  Tang, Yuhan;  Wu, Zhiyuan;  Gao, Bo;  Wen, Tian;  Wang, Yuwei;  Sun, Sheng 收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03 Federated learning  Knowledge distillation  Knowledge transfer  Poisoning attack  Misleading attack
	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：7/0  |  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
	Cross-Transportation-Mode Knowledge Transfer for Trajectory Recovery With Meta Learning 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 页码: 16 作者:  Wang, Chenxing;  Zhao, Fang;  Luo, Haiyong;  Sun, Poly Z. H.;  Fang, Yuchen 收藏  |  浏览/下载：39/0  |  提交时间：2025/06/25 Trajectory  Transportation  Roads  Metalearning  Legged locomotion  Knowledge transfer  Transformers  Global Positioning System  Video recording  Predictive models  Transportation mode-aware trajectory recovery  spatial-temporal data mining  knowledge transfer
	MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12 作者:  Chen, Yiqiang;  Lu, Wang;  Qin, Xin;  Wang, Jindong;  Xie, Xing 收藏  |  浏览/下载：45/0  |  提交时间：2023/12/04 Federated learning (FL)  healthcare  knowledge distillation (KD)  personalization  transfer learning
	Dataset Bias in Few-Shot Image Recognition 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 229-246 作者:  Jiang, Shuqiang;  Zhu, Yaohui;  Liu, Chenlong;  Song, Xinhang;  Li, Xiangyang;  Min, Weiqing 收藏  |  浏览/下载：54/0  |  提交时间：2023/07/12 Dataset bias  few-shot image recognition  knowledge transfer  meta-learning
	Refined Knowledge Transfer for Language-Based Person Search 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 9315-9329 作者:  Wu, Ziqiang;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang 收藏  |  浏览/下载：44/0  |  提交时间：2024/05/20 Language-based person search  knowledge enhancement  knowledge enhancement  cross-modal knowledge transfer  intra-modal knowledge transfer  intra-modal knowledge transfer  knowledge refiner
	Zero-Shot Embedding via Regularization-Based Recollection and Residual Familiarity Processes 期刊论文 IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 18 作者:  Lyu, Mengyao;  Han, Hu;  Bai, Xiangzhi 收藏  |  浏览/下载：68/0  |  提交时间：2022/06/21 Embedding-based method  image classification  knowledge transfer  zero-shot learning (ZSL)
	Toward data-efficient learning: A benchmark for COVID-19 CT lung and infection segmentation 期刊论文 MEDICAL PHYSICS, 2021, 页码: 14 作者:  Ma, Jun;  Wang, Yixin;  An, Xingle;  Ge, Cheng;  Yu, Ziqi;  Chen, Jianan;  Zhu, Qiongjie;  Dong, Guoqiang;  He, Jian;  He, Zhiqiang;  Cao, Tianjia;  Zhu, Yuntao;  Nie, Ziwei;  Yang, Xiaoping 收藏  |  浏览/下载：90/0  |  提交时间：2021/12/01 COVID‐  19 CT  domain generalization  few‐  shot learning  knowledge transfer  lung and infection segmentation
	A deep neural network compression algorithm based on knowledge transfer for edge devices 期刊论文 COMPUTER COMMUNICATIONS, 2020, 卷号: 163, 页码: 186-194 作者:  Chen, Yanming;  Li, Chao;  Gong, Luqi;  Wen, Xiang;  Zhang, Yiwen;  Shi, Weisong 收藏  |  浏览/下载：377/0  |  提交时间：2020/12/10 Edge device  Deep learning  Neural network compression  Knowledge transfer
	Softly Associative Transfer Learning for Cross-Domain Classification 期刊论文 IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 11, 页码: 4709-4721 作者:  Wang, Deqing;  Lu, Chenwei;  Wu, Junjie;  Liu, Hongfu;  Zhang, Wenjie;  Zhuang, Fuzhen;  Zhang, Hui 收藏  |  浏览/下载：96/0  |  提交时间：2021/12/01 Task analysis  Knowledge transfer  Matrix decomposition  Bridges  Optimization  Data models  Feature extraction  Cross-domain text classification  non-negative matrix tri-factorizations (NMTFs)  softly associative transfer learning (sa-TL)