Jianyu Wang

15 papers A* 3Misc 1Journal 11
YearRankTypeTitle / Venue / Authors
2023 J jnl
Communication-Efficient and Model-Heterogeneous Personalized Federated Learning via Clustered Knowledge Transfer.
IEEE J. Sel. Top. Signal Process.
Yae Jee Cho, Jianyu Wang, Tarun Chirvolu, Gauri Joshi
2023 A* conf
FedDisco: Federated Learning with Discrepancy-Aware Collaboration.
ICML
Rui Ye, Mingkai Xu, Jianyu Wang, Chenxin Xu, Siheng Chen, Yanfeng Wang
2023 J jnl
FedDisco: Federated Learning with Discrepancy-Aware Collaboration.
CoRR
Rui Ye, Mingkai Xu, Jianyu Wang, Chenxin Xu, Siheng Chen, Yanfeng Wang
2023 J jnl
FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning.
IEEE Trans. Signal Process.
Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar
2022 J jnl
FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning.
CoRR
Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar
2022 J jnl
Machine Learning on Volatile Instances: Convergence, Runtime, and Cost Tradeoffs.
IEEE/ACM Trans. Netw.
Xiaoxi Zhang, Jianyu Wang, Li-Feng Lee, Tom Yang, Akansha Kalra, Gauri Joshi, Carlee Joe-Wong
2022 J jnl
Matcha: A Matching-Based Link Scheduling Strategy to Speed up Distributed Optimization.
IEEE Trans. Signal Process.
Jianyu Wang, Anit Kumar Sahu, Gauri Joshi, Soummya Kar
2021 J jnl
A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning.
IEEE Trans. Signal Process.
Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor
2021 J jnl
Slow and Stale Gradients Can Win the Race.
IEEE J. Sel. Areas Inf. Theory
Sanghamitra Dutta, Jianyu Wang, Gauri Joshi
2020 Misc conf
Exploring the Error-Runtime Trade-off in Decentralized Optimization.
ACSSC
Jianyu Wang, Anit Kumar Sahu, Gauri Joshi, Soummya Kar
2020 A* conf
Machine Learning on Volatile Instances.
INFOCOM
Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong
2020 J jnl
Machine Learning on Volatile Instances.
CoRR
Xiaoxi Zhang, Jianyu Wang, Gauri Joshi, Carlee Joe-Wong
2020 A* conf
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization.
NeurIPS
Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor
2020 J jnl
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization.
CoRR
Jianyu Wang, Qinghua Liu, Hao Liang, Gauri Joshi, H. Vincent Poor
2019 J jnl
MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling.
CoRR
Jianyu Wang, Anit Kumar Sahu, Zhouyi Yang, Gauri Joshi, Soummya Kar