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Mining MOOC Clickstreams: Video-Watching Behavior vs. In-Video Quiz Performance

IEEE transactions on signal processing, 2016-07, Vol.64 (14), p.3677-3692

2016

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MOOC performance prediction via clickstream data and social learning networks

2015 IEEE Conference on Computer Communications (INFOCOM), 2015, p.2299-2307

2015

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A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions

IEEE transactions on cloud computing, 2022-10, Vol.10 (4), p.2264-2280

2022

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Robust Subject-Independent P300 Waveform Classification via Signal Pre-Processing and Deep Learning

IEEE access, 2021, Vol.9, p.87579-87591

2021

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Fast-Convergent Federated Learning

IEEE journal on selected areas in communications, 2021-01, Vol.39 (1), p.201-218

2021

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Defending Adversarial Attacks on Deep Learning-Based Power Allocation in Massive MIMO Using Denoising Autoencoders

IEEE transactions on cognitive communications and networking, 2023-08, Vol.9 (4), p.1-1

2023

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The Power of Networks: Six Principles That Connect Our Lives

1, 2016

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Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations

IEEE journal on selected areas in communications, 2021-12, Vol.39 (12), p.3851-3869

2021

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Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks

IEEE/ACM transactions on networking, 2022-08, Vol.30 (4), p.1569-1584

2022

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Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks

IEEE transactions on wireless communications, 2024-03, Vol.23 (3), p.1-1

2024

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Network-Aware Optimization of Distributed Learning for Fog Computing

IEEE/ACM transactions on networking, 2021-10, Vol.29 (5), p.2019-2032

2021

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Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation

IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, 2021, p.1-10

2021

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Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing

IEEE journal on selected areas in communications, 2022-12, Vol.40 (12), p.3373-3390

2022

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Network-Aware Optimization of Distributed Learning for Fog Computing

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, 2020, p.2509-2518

2020

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Multi-Edge Server-Assisted Dynamic Federated Learning With an Optimized Floating Aggregation Point

IEEE/ACM transactions on networking, 2023-12, Vol.31 (6), p.1-16

2023

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Parallel Successive Learning for Dynamic Distributed Model Training Over Heterogeneous Wireless Networks

IEEE/ACM transactions on networking, 2024-02, Vol.32 (1), p.1-16

2024

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Cooperative Federated Learning Over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading

IEEE journal on selected areas in communications, 2024-05, Vol.42 (5), p.1080-1096

2024

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Learning-Based Adaptive IRS Control With Limited Feedback Codebooks

IEEE transactions on wireless communications, 2022-11, Vol.21 (11), p.9566-9581

2022

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UAV-Assisted Online Machine Learning Over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach

IEEE eTransactions on network and service management, 2023-06, Vol.20 (2), p.1847-1865

2023

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A Decentralized Pilot Assignment Algorithm for Scalable O-RAN Cell-Free Massive MIMO

IEEE journal on selected areas in communications, 2024-02, Vol.42 (2), p.1-1

2024

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Multi-Source to Multi-Target Decentralized Federated Domain Adaptation

IEEE transactions on cognitive communications and networking, 2024-06, Vol.10 (3), p.1011-1025

2024

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Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model

IEEE transactions on learning technologies, 2014-10, Vol.7 (4), p.346-359

2014

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Minimum Overhead Beamforming and Resource Allocation in D2D Edge Networks

IEEE/ACM transactions on networking, 2022-08, Vol.30 (4), p.1454-1468

2022

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A Deep Ensemble-Based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification

IEEE transactions on cognitive communications and networking, 2022-03, Vol.8 (1), p.71-85

2022

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A Neural Network-Prepended GLRT Framework for Signal Detection Under Nonlinear Distortions

IEEE communications letters, 2022-09, Vol.26 (9), p.2161-2165

2022

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Mining MOOC Clickstreams: Video-Watching Behavior vs. In-Video Quiz Performance

MOOC performance prediction via clickstream data and social learning networks

A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions

Robust Subject-Independent P300 Waveform Classification via Signal Pre-Processing and Deep Learning

Fast-Convergent Federated Learning

Defending Adversarial Attacks on Deep Learning-Based Power Allocation in Massive MIMO Using Denoising Autoencoders

The Power of Networks: Six Principles That Connect Our Lives

Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations

Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks

Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks

Network-Aware Optimization of Distributed Learning for Fog Computing

Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation

Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing

Network-Aware Optimization of Distributed Learning for Fog Computing

Multi-Edge Server-Assisted Dynamic Federated Learning With an Optimized Floating Aggregation Point

Parallel Successive Learning for Dynamic Distributed Model Training Over Heterogeneous Wireless Networks

Cooperative Federated Learning Over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading

Learning-Based Adaptive IRS Control With Limited Feedback Codebooks

UAV-Assisted Online Machine Learning Over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach

A Decentralized Pilot Assignment Algorithm for Scalable O-RAN Cell-Free Massive MIMO

Multi-Source to Multi-Target Decentralized Federated Domain Adaptation

Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model

Minimum Overhead Beamforming and Resource Allocation in D2D Edge Networks

A Deep Ensemble-Based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification

A Neural Network-Prepended GLRT Framework for Signal Detection Under Nonlinear Distortions

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