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Sixing Yu

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Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models

May 19, 2023
Sixing Yu, J. Pablo Muñoz, Ali Jannesari

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Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search

Nov 09, 2022
Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Justin Stanley, Pablo Munoz, Ali Jannesari

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Resource-aware Federated Learning using Knowledge Extraction and Multi-model Fusion

Aug 16, 2022
Sixing Yu, Wei Qian, Ali Jannesari

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SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning

Nov 29, 2021
Sixing Yu, Phuong Nguyen, Waqwoya Abebe, Ali Anwar, Ali Jannesari

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Adaptive Dynamic Pruning for Non-IID Federated Learning

Jun 13, 2021
Sixing Yu, Phuong Nguyen, Ali Anwar, Ali Jannesari

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GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning

Feb 05, 2021
Sixing Yu, Arya Mazaheri, Ali Jannesari

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Auto Graph Encoder-Decoder for Model Compression and Network Acceleration

Dec 31, 2020
Sixing Yu, Arya Mazaheri, Ali Jannesari

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