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Author

Jianyu Wang

Observed name: Wang, Jianyu
ORCID: 0000-0002-7075-9333
Observed ORCID: 0000-0002-7075-9333
OpenAlex ID: A5100398977
A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning
2021 · Jianyu Wang, Qinghua Liu, et al. · IEEE Transactions on Signal Processing · 1,172
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Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies
2020 · Cho, Yae Jee, Wang, Jianyu, et al. · arXiv (Cornell University) · 532
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Cooperative SGD: A unified Framework for the Design and Analysis of Communication-Efficient SGD Algorithms
2018 · Wang, Jianyu, Joshi, Gauri · arXiv (Cornell University) · 357
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Adaptive Communication Strategies to Achieve the Best Error-Runtime Trade-off in Local-Update SGD
2018 · Wang, Jianyu, Joshi, Gauri · arXiv (Cornell University) · 175
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MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling
2019 · Jianyu Wang, Anit Kumar Sahu, et al. · Indian Control Conference · 166
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SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum
2019 · Wang, Jianyu, Tantia, Vinayak, et al. · arXiv (Cornell University) · 143
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Communication-Efficient and Model-Heterogeneous Personalized Federated Learning via Clustered Knowledge Transfer
2023 · Yae Jee Cho, Jianyu Wang, et al. · IEEE Journal of Selected Topics in Signal Processing · 121
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FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning
2023 · Rui Ye, Zhenyang Ni, et al. · IEEE Transactions on Signal Processing · 51
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On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
2022 · Wang, Jianyu, Das, Rudrajit, et al. · arXiv (Cornell University) · 48
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Local Adaptivity in Federated Learning: Convergence and Consistency
2021 · Wang, Jianyu, Xu, Zheng, et al. · arXiv (Cornell University) · 46
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Slow and Stale Gradients Can Win the Race
2021 · Sanghamitra Dutta, Jianyu Wang, et al. · IEEE Journal on Selected Areas in Information Theory · 43
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FedLite: A Scalable Approach for Federated Learning on Resource-constrained Clients
2022 · Wang, Jianyu, Qi, Hang, et al. · arXiv (Cornell University) · 35
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Federated Learning under Distributed Concept Drift
2022 · Jothimurugesan, Ellango, Hsieh, Kevin, et al. · arXiv (Cornell University) · 34
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SloMo: Improving Communication-Efficient Distributed SGD with Slow Momentum
2020 · Jianyu Wang, Vinayak Tantia, et al. · International Conference on Learning Representations · 34
Matcha: A Matching-Based Link Scheduling Strategy to Speed up Distributed Optimization
2022 · Jianyu Wang, Anit Kumar Sahu, et al. · IEEE Transactions on Signal Processing · 32
Machine Learning on Volatile Instances
2020 · Xiaoxi Zhang, Jianyu Wang, et al. · IEEE Conference on Computer Communications (INFOCOM) · 20
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Machine Learning on Volatile Instances: Convergence, Runtime, and Cost Tradeoffs
2021 · Xiaoxi Zhang, Jianyu Wang, et al. · IEEE/ACM Transactions on Networking · 7
Lookahead Converges to Stationary Points of Smooth Non-convex Functions
2020 · Jianyu Wang, Vinayak Tantia, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 6
Exploring the Error-Runtime Trade-off in Decentralized Optimization
2020 · Jianyu Wang, Anit Kumar Sahu, et al. · Asilomar Conference on Signals, Systems and Computers (ACSSC) · 4
Pansharpening Based on Multimodal Texture Correction and Adaptive Edge Detail Fusion
2024 · Danfeng Liu, Enyuan Wang, et al. · Remote Sensing · 2
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Bayesian Modeling and Adaptive Monte Carlo with Geophysics Applications
2013 · Jianyu Wang · DukeSpace (Duke University) · 2
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Works count: 23
Citation count: 3,030
H-index: 16
I10-index: 16
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