Lydia Y. Chen

Delft University of Technology

Netherlands

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Articles (15)

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2025

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2025

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2025

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2021

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2021

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2020

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2020

Collaborators (6)

Jon Crowcroft

University of Cambridge

UNITED KINGDOM

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Robert Birke

University of Turin

ITALY

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Nur Zincir-Heywood

Professor

Dalhousie University

CANADA

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Nicolas Marchand

Université Grenoble Alpes

FRANCE

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Juan F. Pérez

Imperial College London

UNITED KINGDOM

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David Carrera

Head of Data Centric Comuting Research Group

Barcelona Supercomputing Center

SPAIN

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Lydia Y. Chen

Research Interests

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Contact this professor

Articles (15)

On Scheduling Early-Exit Layers for Model Pipeline in 6G-Based Edge Inference

EdgeTA: Neuron-Grained Scaling of Foundation Models in Edge-Side Retraining

Loci: Federated Continual Learning of Heterogeneous Tasks at Edge

ElasticDNN: On-Device Neural Network Remodeling for Adapting Evolving Vision Domains at Edge

RobustDA: Lightweight Robust Domain Adaptation for Evolving Data at Edge

FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform

Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge

Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G

sPARE: Partial Replication for Multi-Tier Applications in the Cloud

Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management—Part II

Automatic Privacy and Utility Preservation for Mobility Data: A Nonlinear Model-Based Approach

Locality Sensitive Hash Aggregated Nonlinear Neighborhood Matrix Factorization for Online Sparse Big Data Analysis

Accelerating Gossip-Based Deep Learning in Heterogeneous Edge Computing Platforms

Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management–Part I

Making Neighbors Quiet: An Approach to Detect Virtual Resource Contention

Collaborators (6)

Jon Crowcroft

Robert Birke

Nur Zincir-Heywood

Nicolas Marchand

Juan F. Pérez

David Carrera

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