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Yipeng Zhou

Macquarie University

30H指数
254论文数
3.2K被引数
收录论文 84
发表时间
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Selective Tensor Freezing for Efficient Fine-Tuning in Resource-Constrained Federated Learning资源受限联邦学习中的选择性张量冻结高效微调
errIEEE Journal on Selected Areas in Communications
IF17.2
err2026-08-26
err0
PREAI
errZhongxiang Wei; Zhixiong Zhang; Yipeng Zhou; Zhaohan Wang; Jin Zhao; Kai Li; Xiaoming Fu
err分享
err收藏
Co-grazing of cattle and sheep weakens the diet selectivity of cattle牛羊混牧会削弱牛的饮食选择性
erragriculture, ecosystems & environment
IF0
err2026-02-23
err0
PREAI
errMan Xu; Yipeng Zhou; Yizhen Wang; Xiaobin Pan; Yanan Li; Yue Huang; Ling Wang
err分享
err收藏
Fed-GTopK: Expediting In-Network Federated Learning by Transmitting Global Top Model UpdatesFed-GTopK：通过传输全局Top模型更新加速网络内联邦学习
errIEEE Transactions on Networking
IF0
err2026-02-18
err0
PREAI
errXiaoxin Su; Yipeng Zhou; Laizhong Cui; Song Guo; Jiangchuan Liu
err分享
err收藏
Integrating UAV Remote Sensing and Field Ecology for Fine-Scale Mapping of Riparian Herbaceous Vegetation集成无人机遥感与野外生态学，以实现河岸草本植被的精细尺度制图
errremote sensing applications: society and environment
IF0
err2026-02-11
err0
PREAI
errWeiwei Jiang; Ruisheng Zhu; Yipeng Zhou; Zipeng Ma
err分享
err收藏
Toward Efficient Wireless Federated Learning via Decoupling Over-the-Air Model Aggregation and Client Selection通过解耦空中模型聚合与客户端选择实现高效无线联邦学习
errIEEE Internet of Things Journal
IF8.9
err2026-02-09
err0
PREAI
errSaqr Thabet; Yipeng Zhou; Behnaz Soltani; Quan Z. Sheng; Shiting Wen; Di Wu
err分享
err收藏
PPVF: An Efficient Privacy-Preserving Online Video Fetching Framework With Correlated Differential Privacy
errIEEE Transactions on Networking
IF0
err2026-01-01
err0
PREAI
errXianzhi Zhang; Yipeng Zhou; Di Wu; Quan Z. Sheng; Miao Hu; Linchang Xiao
err分享
err收藏
Mitigating Poisoning Attacks in Federated Learning Through Deep One-Class Classification通过深度单类分类缓解联邦学习中的中毒攻击
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2025-12-19
err0
PREAI
errAnqi Zhang; Ping Zhao; Wenke Lu; Yipeng Zhou; Wenqian Zhang; Guanglin Zhang
err分享
err收藏
Prototypical clustered federated learning for heart rate prediction原型聚类联邦学习用于心率预测
errFrontiers of Information Technology & Electronic Engineering
IF2.9
err2025-11-17
err0
PREAI
errYongjie Yin; Hui Ruan; Yang Chen; Jiong Chen; Ziyue Li; Xiang Su; Yipeng Zhou; Qingyuan Gong
err分享
err收藏
Boosting abnormal electricity consumption detection by enhancing data quality通过提升数据质量增强异常电力消耗检测
errElectric Power Systems Research
IF4.2
err2025-11-15
err0
PREAI
errQingyuan Cai; Peng Li; Zongguo Ye; Yipeng Zhou
err分享
err收藏
W2CB: Online Data Acquisition Optimization With Wasserstein Contextual Combinatorial BanditsW2CB：基于Wasserstein距离的上下文组合式赌博机在线数据采集优化
errIEEE Transactions on Services Computing
IF5.8
err2025-10-07
err0
PREAI
errYang Li; Xianzhi Zhang; Miao Hu; Di Wu; Yipeng Zhou
err分享
err收藏
BGTplanner: Maximizing Training Accuracy for Differentially Private Federated Recommenders via Strategic Privacy Budget AllocationBGTplanner：通过战略性隐私预算分配最大化差分隐私联邦推荐器的训练精度
errIEEE Transactions on Services Computing
IF5.8
err2025-10-01
err0
PREAI
errXianzhi Zhang; Yipeng Zhou; Miao Hu; Di Wu; Pengshan Liao; Mohsen Guizani; Quan Z. Sheng
err分享
err收藏
More Than a Decade of Moderate Grazing: No Impact on Soil Organic Carbon Stocks and Enhancement of Mineral-Associated Organic Carbon via Livestock Diversification超过十年的适度放牧：对土壤有机碳储量无影响，并通过牲畜多样化增强了矿物结合有机碳
errGlobal Change Biology
IF12
err2025-08-28
err0
PREAI
errYipeng Zhou; Man Xu; Shuai Ren; Yuxuan Du; Yonghuan Yue; Haoran Yu; Yu Zhang; Shicheng Jiang; Tongtong Xu; Ling Wang
err分享
err收藏
Randomized DP-DFL: Towards Differentially Private Decentralized Federated Learning via Randomized Model Interaction随机化DP-DFL：通过随机化模型交互实现差分隐私的去中心化联邦学习
errIEEE Transactions on Mobile Computing
IF9.2
err2025-07-11
err0
PREAI
errWeihao Zhu; Long Shi; Kang Wei; Yipeng Zhou; Zhe Wang; Zehui Xiong; Jun Li
err分享
err收藏
Knowledge-Flow Contrastive Learning for recommendation知识流对比学习推荐
errInformation Fusion
IF15.5
err2025-07-09
err0
PREAI
errWenhe Xing; Jingsong Lv; Yipeng Zhou; Shiting Wen; Detian Zhang
err分享
err收藏
A Survey on Privacy-Preserving Caching at Network Edge: Classification, Solutions, and Challenges网络边缘隐私保护缓存综述: 分类、解决方案和挑战
errACM COMPUTING SURVEYS
IF28
err2025-01-09
err1
errOAAI
errZhang, XZ; Zhou, YP; Wu, D; Sheng, QZ; Riaz, S; Hu, M; Xiao, LC
err分享
err收藏
CPFedAvg: Enhancing Hierarchical Federated Learning via Optimized Local Aggregation and Parameter MixingCPFedAvg：通过优化本地聚合和参数混合提升分层联邦学习
errIEEE Transactions on Networking
IF0
err2025-01-01
err0
PREAI
errXuezheng Liu; Yipeng Zhou; Di Wu; Miao Hu; Min Chen; Mohsen Guizani; Quan Z. Sheng
err分享
err收藏
Differential Privacy for Multi-Modal Federated Learning With Modality Selection多模态联邦学习中的模态选择差分隐私
errIEEE Transactions on Information Forensics and Security
IF8
err2025-01-01
err0
PREAI
errChang Ma; Jun Li; Yipeng Zhou; Ming Ding; Yiyang Ni; Shi Jin
err分享
err收藏
Toward Optimized Federated Learning With Compressed Communications by Rate Adaption基于速率自适应的压缩通信优化联邦学习研究
errIEEE Transactions on Networking
IF0
err2025-01-01
err0
PREAI
errLaizhong Cui; Xiaoxin Su; Yipeng Zhou; Jiangchuan Liu; Shiting Wen
err分享
err收藏
Moderate grassland use counteracts the combined negative impact of nitrogen deposition and plant diversity decline on carbon exchange
errCATENA
IF5.7
err2024-12-01
err0
PREAI
errLi, Guangyin; Wang, Yue; Hautier, Yann; Song, Xuxin; Zhou, Yipeng; Zhang, Minna; Wang, Ling
err分享
err收藏
History-Aware Privacy Budget Allocation for Model Training on Evolving Data-Sharing Platforms
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-11-01
err0
PREAI
errXiao, Linchang; Zhang, Xianzhi; Wu, Di; Hu, Miao; Zhou, Yipeng; Yu, Shui
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
M
Mohsen Guizani
H 指数: 126 · 论文数: 2.0K
陈
陈敏 (Min Chen)
H 指数: 105 · 论文数: 1.5K
石
石瑾 (Shi Jin)
H 指数: 98 · 论文数: 1.7K
Song Guo 封面图
Song Guo (Song Guo)
H 指数: 87 · 论文数: 1.1K
Y
Yi Pan
H 指数: 83 · 论文数: 906
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