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
自动化研究所 [20]
计算技术研究所 [19]
沈阳自动化研究所 [7]
数学与系统科学研究院 [5]
地质与地球物理研究所 [2]
计算机网络信息中心 [1]
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OAI收割 [55]
iSwitch采集 [1]
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期刊论文 [51]
会议论文 [4]
学位论文 [1]
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2024 [15]
2023 [2]
2022 [13]
2021 [5]
2020 [5]
2019 [6]
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学科主题
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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:19/0
  |  
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:15/0
  |  
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
BIRD plus : Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 2193-2207
作者:
Wu, Donglei
;
Yang, Weihao
;
Zou, Xiangyu
;
Feng, Hao
;
Tao, Dingwen
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/12/06
Indexes
Costs
Computational modeling
Distance learning
Computer aided instruction
Training
Tensors
Distributed learning
communication compression
random sampling
neural network
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:13/0
  |  
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
Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming
期刊论文
OAI收割
ACM TRANSACTIONS ON SENSOR NETWORKS, 2024, 卷号: 20, 期号: 5, 页码: 24
作者:
He, Min
;
Chen, Yali
;
Liu, Min
;
Fan, Xiaokun
;
Zhu, Yuchen
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/12/06
Collaborative beamforming
distributed reinforcement learning
energy efficiency
mobile robotic networks
reliable communications
FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1174-1188
作者:
Li, Xiaqing
;
Guo, Qi
;
Zhang, Guangyan
;
Ye, Siwei
;
He, Guanhua
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2024/12/06
Deep learning
distributed hyper-parameter tuning (HPT) system
parallel computing
Scheduling of Real-Time Wireless Flows: A Comparative Study of Centralized and Decentralized Reinforcement Learning Approaches
期刊论文
OAI收割
IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 页码: 16
作者:
Wang, Qi
;
Huang, Jianhui
;
Xu, Yongjun
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/12/06
Scheduling
timely-throughput
deep reinforcement learning
real-time wireless networks
distributed system
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:32/0
  |  
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
Sketch-fusion: A gradient compression method with multi-layer fusion for communication-efficient distributed training
期刊论文
OAI收割
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2024, 卷号: 185, 页码: 10
作者:
Dai, Lingfei
;
Gong, Luqi
;
An, Zhulin
;
Xu, Yongjun
;
Diao, Boyu
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2024/05/20
Gradient compression
Multi-layer fusion
Distributed stochastic gradient descent
Deep learning training
Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
作者:
Luigi D’Alfonso
;
Francesco Giannini
;
Giuseppe Franzè
;
Giuseppe Fedele
;
Francesco Pupo
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/01/02
Distributed model predictive control
distributed reinforcement learning
routing decisions
urban road networks