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Kwok-Yan Lam

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Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things

Feb 04, 2024
Tinghao Zhang, Kwok-Yan Lam, Jun Zhao

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Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning

Jan 19, 2024
Yu Jiang, Jiyuan Shen, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam

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SSTA: Salient Spatially Transformed Attack

Dec 12, 2023
Renyang Liu, Wei Zhou, Sixin Wu, Jun Zhao, Kwok-Yan Lam

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FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing

Oct 26, 2023
Terence Jie Chua, Wenhan Yu, Jun Zhao, Kwok-Yan Lam

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Efficient Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories

Oct 16, 2023
Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam

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SCME: A Self-Contrastive Method for Data-free and Query-Limited Model Extraction Attack

Oct 15, 2023
Renyang Liu, Jinhong Zhang, Kwok-Yan Lam, Jun Zhao, Wei Zhou

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Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models

Oct 11, 2023
Renyang Liu, Wei Zhou, Tianwei Zhang, Kangjie Chen, Jun Zhao, Kwok-Yan Lam

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User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks

Sep 17, 2023
Tinghao Zhang, Kwok-Yan Lam, Jun Zhao

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Separate-and-Aggregate: A Transformer-based Patch Refinement Model for Knowledge Graph Completion

Jul 11, 2023
Chen Chen, Yufei Wang, Yang Zhang, Quan Z. Sheng, Kwok-Yan Lam

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