中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
计算技术研究所 [13]
自动化研究所 [8]
上海药物研究所 [1]
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OAI收割 [22]
内容类型
期刊论文 [22]
发表日期
2026 [1]
2025 [2]
2024 [9]
2023 [5]
2022 [3]
2021 [2]
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SEPP-FLBC: A Secure and Efficient Privacy Protection Scheme Using Federate Learning and Blockchain for Edge-End-Cloud Devices
期刊论文
OAI收割
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2026, 卷号: 19, 期号: 1, 页码: 657-670
作者:
Feng, Libo
;
Guo, Junwei
;
Fang, Fake
;
He, Zhenli
;
Yu, Yimin
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收藏
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浏览/下载:0/0
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提交时间:2026/05/25
Training
Federated learning
Privacy
Computational modeling
Differential privacy
Data models
Convergence
Protection
Consensus protocol
Servers
Blockchain
edge-end-cloud devices
federated learning
committee consensus
differential privacy
Ten Challenging Problems in Federated Foundation Models
期刊论文
OAI收割
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
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收藏
  |  
浏览/下载:0/0
  |  
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
Burst-Sensitive Traffic Forecast via Multi-Property Personalized Fusion in Federated Learning
期刊论文
OAI收割
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 7, 页码: 5598-5614
作者:
Xue, Jingjing
;
Sun, Sheng
;
Liu, Min
;
Wang, Yuwei
;
Meng, Xuying
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/03
Predictive models
Forecasting
Data models
Market research
Fluctuations
Computational modeling
Training
Telecommunication traffic
Adaptation models
Mathematical models
Network traffic forecast
federated learning (FL)
heterogeneous data
multi-scale representation
personalized fusion
Personalized Federated Learning With Adaptive Batchnorm for Healthcare
期刊论文
OAI收割
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
  |  
收藏
  |  
浏览/下载:49/0
  |  
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
Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data
期刊论文
OAI收割
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
  |  
收藏
  |  
浏览/下载:44/0
  |  
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
FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence
期刊论文
OAI收割
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:
Wu, Zhiyuan
;
Sun, Sheng
;
Wang, Yuwei
;
Liu, Min
;
Xu, Ke
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2024/12/06
Computer architecture
Training
Servers
Computational modeling
Data models
Adaptation models
Performance evaluation
Distributed architecture
edge computing
personalized federated learning
knowledge distillation
communication efficiency
Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:
Liu, Qingxiang
;
Sun, Sheng
;
Liu, Min
;
Wang, Yuwei
;
Gao, Bo
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2024/12/06
Predictive models
Forecasting
Servers
Correlation
Data models
Federated learning
Adaptation models
online learning
spatio-temporal correlation
traffic flow forecasting
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 6, 页码: 952-966
作者:
Wu, Zhiyuan
;
Sun, Sheng
;
Wang, Yuwei
;
Liu, Min
;
Pan, Quyang
  |  
收藏
  |  
浏览/下载:74/0
  |  
提交时间:2024/12/06
Computational modeling
Data models
Training
Servers
Multitasking
Adaptation models
Optimization
Distributed optimization
federated learning
knowledge distillation
multi-access edge computing
multi-task learning
UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-Off
期刊论文
OAI收割
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 5, 页码: 6993-7006
作者:
Fan, Xiaokun
;
Chen, Yali
;
Liu, Min
;
Sun, Sheng
  |  
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2024/12/06
Training
Security
Autonomous aerial vehicles
Energy consumption
Resource management
Data models
Computational modeling
Deep reinforcement learning
federated learning (FL)
physical layer security
resource allocation
unmanned aerial vehicle (UAV)
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation
期刊论文
OAI收割
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 34
作者:
Wu, Zhiyuan
;
Sun, Sheng
;
Wang, Yuwei
;
Liu, Min
;
Pan, Quyang
  |  
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2024/12/06
Federated learning
knowledge distillation
proxy-data-free
model heterogeneity