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Dai, Huaiyu
9 publications
ICLR
2025
GSBA$^K$: $top$-$k$ Geometric Score-Based Black-Box Attack
Md Farhamdur Reza
,
Richeng Jin
,
Tianfu Wu
,
Huaiyu Dai
ICML
2025
NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel
Gabriel Thompson
,
Kai Yue
,
Chau-Wai Wong
,
Huaiyu Dai
ICML
2025
Noisy SIGNSGD Is More Differentially Private than You (Might) Think
Richeng Jin
,
Huaiyu Dai
AAAI
2024
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update
Ji Liu
,
Juncheng Jia
,
Tianshi Che
,
Chao Huo
,
Jiaxiang Ren
,
Yang Zhou
,
Huaiyu Dai
,
Dejing Dou
NeurIPS
2023
Breaking the Communication-Privacy-Accuracy Tradeoff with $f$-Differential Privacy
Richeng Jin
,
Zhonggen Su
,
Caijun Zhong
,
Zhaoyang Zhang
,
Tony Quek
,
Huaiyu Dai
ICCV
2023
CGBA: Curvature-Aware Geometric Black-Box Attack
Md Farhamdur Reza
,
Ali Rahmati
,
Tianfu Wu
,
Huaiyu Dai
AAAI
2022
Efficient Device Scheduling with Multi-Job Federated Learning
Chendi Zhou
,
Ji Liu
,
Juncheng Jia
,
Jingbo Zhou
,
Yang Zhou
,
Huaiyu Dai
,
Dejing Dou
IJCAI
2022
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
Hong Zhang
,
Ji Liu
,
Juncheng Jia
,
Yang Zhou
,
Huaiyu Dai
,
Dejing Dou
ICML
2022
Neural Tangent Kernel Empowered Federated Learning
Kai Yue
,
Richeng Jin
,
Ryan Pilgrim
,
Chau-Wai Wong
,
Dror Baron
,
Huaiyu Dai