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Yinwei Dai
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 7
Top Topics
Knowledge Acquisition
Learned Models
Inductive Inference
Structured Prediction
Top Venues
CoRR
ResilientFL
ICML
SoCC
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Publications
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Yinwei Dai
,
Rui Pan
,
Anand P. Iyer
,
Kai Li
,
Ravi Netravali
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving.
CoRR
(2023)
Fan Lai
,
Yinwei Dai
,
Harsha V. Madhyastha
,
Mosharaf Chowdhury
ModelKeeper: Accelerating DNN Training via Automated Training Warmup.
NSDI
(2023)
Jiachen Liu
,
Fan Lai
,
Yinwei Dai
,
Aditya Akella
,
Harsha V. Madhyastha
,
Mosharaf Chowdhury
Auxo: Efficient Federated Learning via Scalable Client Clustering.
SoCC
(2023)
Jiachen Liu
,
Fan Lai
,
Yinwei Dai
,
Aditya Akella
,
Harsha V. Madhyastha
,
Mosharaf Chowdhury
Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering.
CoRR
(2022)
Fan Lai
,
Yinwei Dai
,
Sanjay Sri Vallabh Singapuram
,
Jiachen Liu
,
Xiangfeng Zhu
,
Harsha V. Madhyastha
,
Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale.
ICML
(2022)
Fan Lai
,
Yinwei Dai
,
Xiangfeng Zhu
,
Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning.
CoRR
(2021)
Fan Lai
,
Yinwei Dai
,
Xiangfeng Zhu
,
Harsha V. Madhyastha
,
Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning.
ResilientFL
(2021)