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Yunfeng Shao

huawei technologies, beijing, china
H-index:21
Citation Count:1,139
Views:0

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Federated Learning via Variational Bayesian Inference: Personalization, Sparsity and Clustering

基于变分贝叶斯推断的联邦学习：个性化、稀疏性和聚类

IEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
2026-01-010
OAAI
Xu Zhang; Wenpeng Li; Yunfeng Shao; Yinchuan Li; Kaiwen Zhou; Yinchuan Li
GHPFL: Advancing Personalized Edge-Based Learning Through Optimized Bandwidth Utilization

GHPFL：通过优化带宽利用推进个性化边缘学习

IEEE Transactions on Cloud Computing
IF5
2025-04-010
PRE
Kaiwei Mo; Wei Lin; Jiaxun Lu; Chun Jason Xue; Yunfeng Shao; Hong Xu
Coiled Carbon Nanotube Fibers Sheathed by a Reinforced Liquid Crystal Elastomer for Strong and Programmable Artificial Muscles (2024,24(31),9608)

卷曲碳纳米管纤维被增强液晶弹性体包覆，用于强韧且可编程的人造肌肉 (2024,24(31),9608)

NANO LETTERS
IF9.1
2025-03-140
PRE
Yang, Guang; Dong, Lizhong; Ren, Ming; Cui, Bo; Yuan, Xiaojie; Wang, Xiaobo; Li, Yuxin; Li, Wei; Qiao, Guanlong; Shao, Yunfeng; Li, Weiwei; Wang, Xiaona; Xu, Panpan; Fang, Hongbin; Di, Jiangtao; Li, Qingwen
Towards Effective Clustered Federated Learning: A Peer-to-Peer Framework With Adaptive Neighbor Matching

迈向有效的群集联合学习: 具有自适应邻居匹配的对等框架

IEEE TRANSACTIONS ON BIG DATA
IF5.7
2024-12-019
OA
Li, Zexi; Lu, Jiaxun; Luo, Shuang; Zhu, Didi; Shao, Yunfeng; Li, Yinchuan; Zhang, Zhimeng; Wang, Yongheng; Wu, Chao
MAP: Model Aggregation and Personalization in Federated Learning With Incomplete Classes
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
2024-11-011
OA
Li, Xin-Chun; Song, Shaoming; Li, Yinchuan; Li, Bingshuai; Shao, Yunfeng; Yang, Yang; Zhan, De-Chuan
Sparse Personalized Federated Learning

稀疏的个性化联邦学习

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
2024-09-014
OA
Liu, Xiaofeng; Li, Yinchuan; Wang, Qing; Zhang, Xu; Shao, Yunfeng; Geng, Yanhui
ODE: An Online Data Selection Framework for Federated Learning With Limited Storage
IEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
2024-08-010
PRE
Gong, Chen; Zheng, Zhenzhe; Shao, Yunfeng; Li, Bingshuai; Wu, Fan; Chen, Guihai
Coiled Carbon Nanotube Fibers Sheathed by a Reinforced Liquid Crystal Elastomer for Strong and Programmable Artificial Muscles

由增强的液晶弹性体包覆的盘绕碳纳米管纤维，用于坚固且可编程的人造肌肉

NANO LETTERS
IF9.1
2024-07-161
PRE
Yang, Guang; Dong, Lizhong; Ren, Ming; Cui, Bo; Yuan, Xiaojie; Wang, Xiaobo; Li, Yuxin; Li, Wei; Qiao, Guanlong; Shao, Yunfeng; Li, Weiwei; Wang, Xiaona; Xu, Panpan; Fang, Hongbin; Di, Jiangtao; Li, Qingwen
Multi-agent Continuous Control with Generative Flow Networks
NEURAL NETWORKS
IF6.3
2024-06-010
OAAI
Luo, Shuang; Li, Yinchuan; Liu, Shunyu; Zhang, Xu; Shao, Yunfeng; Wu, Chao
Lattice based distributed threshold additive homomorphic encryption with application in federated learning

基于格的分布式阈值加同态加密及其在联邦学习中的应用

COMPUTER STANDARDS & INTERFACES
IF3.1
2024-01-011
PRE
Tian, Haibo; Wen, Yanchuan; Zhang, Fangguo; Shao, Yunfeng; Li, Bingshuai
Source-free and black-box domain adaptation via distributionally adversarial training *

通过分布式对抗训练实现无源和黑盒域适应 *

PATTERN RECOGNITION
IF7.6
2023-11-0112
PRE
Shi, Yucheng; Wu, Kunhong; Han, Yahong; Shao, Yunfeng; Li, Bingshuai; Wu, Fei
How Global Observation Works in Federated Learning: Integrating Vertical Training Into Horizontal Federated Learning
IEEE INTERNET OF THINGS JOURNAL
IF8.9
2023-06-0111
OA
Wan, Shuo; Lu, Jiaxun; Fan, Pingyi; Shao, Yunfeng; Peng, Chenghui; Letaief, Khaled B.; Chuai, Jie
Exploring uncertainty in regression neural networks for construction of prediction intervals

探索用于构建预测区间的回归神经网络中的不确定性

NEUROCOMPUTING
IF6.5
2022-04-0122
PRE
Lai, Yuandu; Shi, Yucheng; Han, Yahong; Shao, Yunfeng; Qi, Meiyu; Li, Bingshuai
Convergence Analysis and System Design for Federated Learning Over Wireless Networks
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
2021-12-0141
OA
Wan, Shuo; Lu, Jiaxun; Fan, Pingyi; Shao, Yunfeng; Peng, Chenghui; Letaief, Khaled B.
Active and Compact Entropy Search for High-Dimensional Bayesian Optimization

高维贝叶斯优化的主动紧凑熵搜索

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
2021-01-012
PREAI
Li, Run; Shi, Yucheng; Han, Yahong; Shao, Yunfeng; Qi, Meiyu; Li, Bingshuai
Decentralized Charging Coordination of Plug-in Electric Vehicles in Distribution Networks With Transformer Aging Considered

考虑变压器老化的配电网插电式电动汽车分散充电协调

proceedings of the
IF0
2019-07-011
PREAI
Zhou, Xu; Shao, Yunfeng; Zou, Suli; Ma, Zhongjing
Charging Coordination of Plug-In Electric Vehicles in Distribution Networks With Capacity Constrained Feeder Lines
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
2018-09-0122
PREAI
Ma, Zhongjing; Yang, Nan; Zou, Suli; Shao, Yunfeng
First Bistatic Demonstration of Digital Beamforming in Elevation With TerraSAR-X as an Illuminator
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
2016-02-0155
PREAI
Wang, Robert; Wang, Wei; Shao, Yunfeng; Hong, Feng; Wang, Pei; Deng, Yunkai; Zhang, Zhimin; Loffeld, Otmar
A New Quality Map for 2-D Phase Unwrapping Based on Gray Level Co-Occurrence Matrix
ieee geoscience and remote sensing magazine
IF4.4
2014-02-0144
PREAI
Liu, Gang; Wang, Robert; Deng, YunKai; Chen, Runpu; Shao, Yunfeng; Yuan, Zhihui
Error Analysis of Bistatic SAR Imaging and Stereoscopy Bistatic SAR (vol 51, pg 4518, 2013)
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
2013-11-010
OA
Shao, Yunfeng; Wang, Robert; Deng, Yun Kai; Liu, Yue; Chen, Runpu; Liu, Gang; Balz, Timo; Loffeld, Otmar

Research Directions

The data has not been retrieved yet.
R
Robert Wang
H-index:44Papers:468Citations:7,343
B
Bingshuai Li
H-index:9Papers:30Citations:377
Y
Yinchuan Li
H-index:19Papers:112Citations:1,468
R
Runpu Chen
H-index:17Papers:85Citations:756
J
Jiaxun Lu
H-index:15Papers:57Citations:921
Y
Yucheng Shi
H-index:13Papers:112Citations:659
X
Xu Zhang
H-index:8Papers:52Citations:203
Y
Yahong Han
H-index:37Papers:279Citations:4,702
O
Otmar Loffeld
H-index:32Papers:321Citations:4,541
刘
刘刚
H-index:115Papers:848Citations:6.3万