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A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization

IEEE transactions on signal processing, 2016-07, Vol.64 (14), p.3719-3734

Chang, Tsung-Hui

2016

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Flight Time Minimization of UAV for Data Collection Over Wireless Sensor Networks

IEEE journal on selected areas in communications, 2018-09, Vol.36 (9), p.1942-1954

2018

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Multi-Agent Distributed Optimization via Inexact Consensus ADMM

IEEE transactions on signal processing, 2015-01, Vol.63 (2), p.482-497

2015

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UAV Positioning and Power Control for Two-Way Wireless Relaying

IEEE transactions on wireless communications, 2020-02, Vol.19 (2), p.1008-1024

2020

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Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method

IEEE transactions on automatic control, 2014-06, Vol.59 (6), p.1524-1538

2014

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Quantized Federated Learning Under Transmission Delay and Outage Constraints

IEEE journal on selected areas in communications, 2022-01, Vol.40 (1), p.323-341

2022

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Multi-UAV Interference Coordination via Joint Trajectory and Power Control

IEEE transactions on signal processing, 2020, Vol.68, p.843-858

2020

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Asynchronous Distributed ADMM for Large-Scale Optimization-Part I: Algorithm and Convergence Analysis

IEEE transactions on signal processing, 2016-06, Vol.64 (12), p.3118-3130

2016

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Stochastic Proximal Gradient Consensus Over Random Networks

IEEE transactions on signal processing, 2017-06, Vol.65 (11), p.2933-2948

2017

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Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization-Part II: Applications

IEEE transactions on signal processing, 2020, Vol.68, p.4242-4257

2020

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Energy-Efficient Packet Scheduling With Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms

IEEE transactions on wireless communications, 2016-08, Vol.15 (8), p.5527-5540

2016

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Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective

IEEE transactions on signal processing, 2022, Vol.70, p.1900-1917

2022

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Learning to Beamform in Heterogeneous Massive MIMO Networks

IEEE transactions on wireless communications, 2023-07, Vol.22 (7), p.4901-4915

2023

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Federated Matrix Factorization: Algorithm Design and Application to Data Clustering

IEEE transactions on signal processing, 2022, Vol.70, p.1625-1640

2022

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Network Slicing for Service-Oriented Networks Under Resource Constraints

IEEE journal on selected areas in communications, 2017-11, Vol.35 (11), p.2512-2521

2017

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Real-Time Power Balancing Via Decentralized Coordinated Home Energy Scheduling

IEEE transactions on smart grid, 2013-09, Vol.4 (3), p.1490-1504

2013

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Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization

IEEE transactions on signal processing, 2014-11, Vol.62 (21), p.5690-5705

2014

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A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis

IEEE transaction on neural networks and learning systems, 2022-08, Vol.33 (8), p.3842-3856

2022

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Transmission Energy Minimization for Heterogeneous Low-Latency NOMA Downlink

IEEE transactions on wireless communications, 2020-02, Vol.19 (2), p.1054-1069

2020

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Model-Driven Deep Learning ADMM Decoder for Irregular Binary LDPC Codes

IEEE communications letters, 2023-02, Vol.27 (2), p.571-575

2023

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Asynchronous Distributed ADMM for Large-Scale Optimization-Part II: Linear Convergence Analysis and Numerical Performance

IEEE transactions on signal processing, 2016-06, Vol.64 (12), p.3131-3144

2016

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Wireless Information and Energy Transfer in Multi-Antenna Interference Channel

IEEE transactions on signal processing, 2014-12, Vol.62 (23), p.6249-6264

2014

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Joint Symbol Level Precoding and Receive Beamforming Optimization for Multiuser MIMO Downlink

IEEE transactions on signal processing, 2022, Vol.70, p.6185-6199

2022

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Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems

IEEE transactions on signal processing, 2021, Vol.69, p.4486-4501

2021

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Distributed Robust Multicell Coordinated Beamforming With Imperfect CSI: An ADMM Approach

IEEE transactions on signal processing, 2012-06, Vol.60 (6), p.2988-3003

2012

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A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization

Flight Time Minimization of UAV for Data Collection Over Wireless Sensor Networks

Multi-Agent Distributed Optimization via Inexact Consensus ADMM

UAV Positioning and Power Control for Two-Way Wireless Relaying

Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method

Quantized Federated Learning Under Transmission Delay and Outage Constraints

Multi-UAV Interference Coordination via Joint Trajectory and Power Control

Asynchronous Distributed ADMM for Large-Scale Optimization-Part I: Algorithm and Convergence Analysis

Stochastic Proximal Gradient Consensus Over Random Networks

Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization-Part II: Applications

Energy-Efficient Packet Scheduling With Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms

Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective

Learning to Beamform in Heterogeneous Massive MIMO Networks

Federated Matrix Factorization: Algorithm Design and Application to Data Clustering

Network Slicing for Service-Oriented Networks Under Resource Constraints

Real-Time Power Balancing Via Decentralized Coordinated Home Energy Scheduling

Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization

A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis

Transmission Energy Minimization for Heterogeneous Low-Latency NOMA Downlink

Model-Driven Deep Learning ADMM Decoder for Irregular Binary LDPC Codes

Asynchronous Distributed ADMM for Large-Scale Optimization-Part II: Linear Convergence Analysis and Numerical Performance

Wireless Information and Energy Transfer in Multi-Antenna Interference Channel

Joint Symbol Level Precoding and Receive Beamforming Optimization for Multiuser MIMO Downlink

Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems

Distributed Robust Multicell Coordinated Beamforming With Imperfect CSI: An ADMM Approach

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