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Yipeng Zhou

macquarie university

30H-index
253Paper Count
3.2KCitation Count
Published Papers 83
Publication Date
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Co-grazing of cattle and sheep weakens the diet selectivity of cattle
erragriculture, ecosystems & environment
IF0
err2026-02-23
err0
PREAI
errMan Xu; Yipeng Zhou; Yizhen Wang; Xiaobin Pan; Yanan Li; Yue Huang; Ling Wang
errShare
errSave
Fed-GTopK: Expediting In-Network Federated Learning by Transmitting Global Top Model Updates
errIEEE Transactions on Networking
IF0
err2026-02-18
err0
PREAI
errXiaoxin Su; Yipeng Zhou; Laizhong Cui; Song Guo; Jiangchuan Liu
errShare
errSave
Integrating UAV Remote Sensing and Field Ecology for Fine-Scale Mapping of Riparian Herbaceous Vegetation
errremote sensing applications: society and environment
IF0
err2026-02-11
err0
PREAI
errWeiwei Jiang; Ruisheng Zhu; Yipeng Zhou; Zipeng Ma
errShare
errSave
Toward Efficient Wireless Federated Learning via Decoupling Over-the-Air Model Aggregation and Client Selection
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
errShare
errSave
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
errShare
errSave
Mitigating Poisoning Attacks in Federated Learning Through Deep One-Class Classification
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
errShare
errSave
Prototypical clustered federated learning for heart rate prediction
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
errShare
errSave
Boosting abnormal electricity consumption detection by enhancing data quality
errElectric Power Systems Research
IF4.2
err2025-11-15
err0
PREAI
errQingyuan Cai; Peng Li; Zongguo Ye; Yipeng Zhou
errShare
errSave
W2CB: Online Data Acquisition Optimization With Wasserstein Contextual Combinatorial Bandits
errIEEE Transactions on Services Computing
IF5.8
err2025-10-07
err0
PREAI
errYang Li; Xianzhi Zhang; Miao Hu; Di Wu; Yipeng Zhou
errShare
errSave
BGTplanner: Maximizing Training Accuracy for Differentially Private Federated Recommenders via Strategic Privacy Budget Allocation
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
errShare
errSave
More Than a Decade of Moderate Grazing: No Impact on Soil Organic Carbon Stocks and Enhancement of Mineral-Associated Organic Carbon via Livestock Diversification
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
errShare
errSave
Randomized DP-DFL: Towards Differentially Private Decentralized Federated Learning via Randomized Model Interaction
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
errShare
errSave
Knowledge-Flow Contrastive Learning for recommendation
errInformation Fusion
IF15.5
err2025-07-09
err0
PREAI
errWenhe Xing; Jingsong Lv; Yipeng Zhou; Shiting Wen; Detian Zhang
errShare
errSave
A Survey on Privacy-Preserving Caching at Network Edge: Classification, Solutions, and Challenges
errACM COMPUTING SURVEYS
IF28
err2025-01-09
err1
errOAAI
errZhang, XZ; Zhou, YP; Wu, D; Sheng, QZ; Riaz, S; Hu, M; Xiao, LC
errShare
errSave
CPFedAvg: Enhancing Hierarchical Federated Learning via Optimized Local Aggregation and Parameter Mixing
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
errShare
errSave
Differential Privacy for Multi-Modal Federated Learning With Modality Selection
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
errShare
errSave
Toward Optimized Federated Learning With Compressed Communications by Rate Adaption
errIEEE Transactions on Networking
IF0
err2025-01-01
err0
PREAI
errLaizhong Cui; Xiaoxin Su; Yipeng Zhou; Jiangchuan Liu; Shiting Wen
errShare
errSave
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
errShare
errSave
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
errShare
errSave
Fast-Convergent Wireless Federated Learning: A Voting-Based TopK Model Compression Approach
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2024-11-01
err1
PREAI
errSu, Xiaoxin; Zhou, Yipeng; Cui, Laizhong; Sheng, Quan Z.; Wang, Yinggui; Guo, Song
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Mohsen Guizani
H-index: 126 · Papers: 2.0K
陈
陈敏 (Min Chen)
H-index: 105 · Papers: 1.5K
石
石瑾 (Shi Jin)
H-index: 98 · Papers: 1.7K
S
Song Guo
H-index: 87 · Papers: 1.1K
Y
Yi Pan
H-index: 83 · Papers: 906
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