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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：66/0  |  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  
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：93/0  |  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  
FedBone: Towards Large-Scale Federated Multi-Task Learning 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 5, 页码: 1040-1057
作者:  Chen, Yi-Qiang;  Zhang, Teng;  Jiang, Xin-Long;  Chen, Qian;  Gao, Chen-Long;  Huang, Wu-Liang
收藏  |  浏览/下载：68/0  |  提交时间：2025/06/25
federated learning  multi-task learning  split learning  heterogeneous task  
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：98/0  |  提交时间：2024/05/20
Multimodal  physiological signal  graph neural network  emotion state recognition  ubiquitous computing  
A differentially private indoor localization scheme with fusion of WiFi and bluetooth fingerprints in edge computing 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 22
作者:  Zhang, Xuejun;  He, Fucun;  Chen, Qian;  Jiang, Xinlong;  Bao, Junda;  Ren, Tongwei;  Du, Xiaogang
收藏  |  浏览/下载：93/0  |  提交时间：2022/12/07
Location privacy  Edge computing  Differential privacy  Fusion semi-supervised extreme learning machine  Indoor localization  
Comprehensive Transcriptome Analyses of the Fructose-Fed Syrian Golden Hamster Liver Provides Novel Insights into Lipid Metabolism 期刊论文
PLOS ONE, 2016, 卷号: 11, 期号: 9, 页码: 19
作者:  Li, Ziyang;  Xiong, Chaoliang;  Mo, Suo;  Tian, Haiying;  Yu, Mengqian;  Mao, Tingting;  Chen, Qian;  Luo, Haitao;  Li, Quanzhen;  Lu, Jianxin;  Zhao, Yi;  Li, Wei
收藏  |  浏览/下载：178/0  |  提交时间：2019/12/13