Tsung-Hui Chang
Orcid: 0000-0003-1349-2764
According to our database1,
Tsung-Hui Chang
authored at least 189 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2023, "For contributions to distributed optimization methods and their applications in signal processing and wireless communications".
Timeline
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Online presence:
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Bibliography
2024
Medical Image Anal., January, 2024
A Survey of Advances in Optimization Methods for Wireless Communication System Design.
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Information and sensing beamforming optimization for multi-user multi-target MIMO ISAC systems.
EURASIP J. Adv. Signal Process., December, 2023
CSI Sensing From Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach.
IEEE Trans. Wirel. Commun., October, 2023
IEEE Trans. Knowl. Data Eng., August, 2023
IEEE Trans. Wirel. Commun., July, 2023
IEEE Commun. Mag., June, 2023
IEEE Wirel. Commun. Lett., March, 2023
IEEE Commun. Lett., February, 2023
Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving.
IEEE Wirel. Commun. Lett., 2023
IEEE Trans. Signal Process., 2023
Low-Complexity Channel Estimation for Massive MIMO Systems With Decentralized Baseband Processing.
IEEE Trans. Signal Process., 2023
J. Frankl. Inst., 2023
QoS-based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality.
CoRR, 2023
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles.
CoRR, 2023
Gradient and Variable Tracking with Multiple Local SGD for Decentralized Non-Convex Learning.
CoRR, 2023
Embracing Uncertainty: A Diffusion Generative Model of Spectrum Efficiency in 5G Networks.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023
Communication-Efficient Joint Signal Compression and Activity Detection in Cell-Free Massive MIMO.
Proceedings of the IEEE International Conference on Communications, 2023
Approaching Centralized Multi-cell Coordinated Beamforming with Limited Backhaul Signaling.
Proceedings of the IEEE International Conference on Communications, 2023
Sparse Aggregation-Based Channel Estimation For Massive Mimo Systems With Decentralized Baseband Processing.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A Dimension Reduction Technique for Large-Scale Structured Sparse Optimization Problems with Application to Convex Clustering.
SIAM J. Optim., September, 2022
Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem.
IEEE Trans. Signal Process., 2022
IEEE Trans. Signal Process., 2022
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective.
IEEE Trans. Signal Process., 2022
Joint Symbol Level Precoding and Receive Beamforming Optimization for Multiuser MIMO Downlink.
IEEE Trans. Signal Process., 2022
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2022
An Efficient Learning Framework for Federated XGBoost Using Secret Sharing and Distributed Optimization.
ACM Trans. Intell. Syst. Technol., 2022
Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling.
IEEE Signal Process. Mag., 2022
IEEE J. Sel. Areas Commun., 2022
Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework.
CoRR, 2022
Auton. Agents Multi Agent Syst., 2022
Downlink CSI Sensing from Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
Robust Computation Offloading in Fog Radio Access Network With Fronthaul Compression.
IEEE Trans. Wirel. Commun., 2021
Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems.
IEEE Trans. Signal Process., 2021
IEEE Trans. Signal Process., 2021
TSCCA: A tensor sparse CCA method for detecting microRNA-gene patterns from multiple cancers.
PLoS Comput. Biol., 2021
Structured Sparse Non-negative Matrix Factorization with L20-Norm for scRNA-seq Data Analysis.
CoRR, 2021
Robust Federated Learning in Wireless Channels with Transmission Outage and Quantization Errors.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
Demystifying Model Averaging for Communication-Efficient Federated Matrix Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2021
Learning to Continuously Optimize Wireless Resource in Episodically Dynamic Environment.
Proceedings of the IEEE International Conference on Acoustics, 2021
Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts.
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
IEEE Trans. Wirel. Commun., 2020
IEEE Trans. Wirel. Commun., 2020
Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization - Part II: Applications.
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
Distributed Learning in the Nonconvex World: From batch data to streaming and beyond.
IEEE Signal Process. Mag., 2020
A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization.
Math. Oper. Res., 2020
Federated Clustering via Matrix Factorization Models: From Model Averaging to Gradient Sharing.
CoRR, 2020
Distributed Learning in the Non-Convex World: From Batch to Streaming Data, and Beyond.
CoRR, 2020
Artif. Intell. Medicine, 2020
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020
A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
2019
IEEE Trans. Wirel. Commun., 2019
IEEE Trans. Veh. Technol., 2019
Systematic Resource Allocation in Cloud RAN With Caching as a Service Under Two Timescales.
IEEE Trans. Commun., 2019
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
Flight Time Minimization via UAV's Trajectory Design for Ground Sensor Data Collection.
Proceedings of the 16th International Symposium on Wireless Communication Systems, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
IEEE Trans. Signal Process., 2018
IEEE J. Sel. Areas Commun., 2018
On Energy-Efficient NOMA Designs for Heterogeneous Low-Latency Downlink Transmissions.
CoRR, 2018
CoRR, 2018
Aviation time minimization of UAV for data collection from energy constrained sensor networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Minimum Energy Resource Allocation in FOG Radio Access Network with Fronthaul and Latency Constraints.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Joint Uplink and Downlink Transmission Design for URLLC Using Finite Blocklength Codes.
Proceedings of the 15th International Symposium on Wireless Communication Systems, 2018
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Cell Subclass Identification in Single-Cell RNA-Sequencing Data Using Orthogonal Nonnegative Matrix Factorization.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Joint Resource Allocation and Trajectory Design for UAV-Aided Wireless Physical Layer Security.
Proceedings of the IEEE Globecom Workshops, 2018
Proceedings of the 11th International Symposium on Communication Systems, 2018
2017
Unraveling the Rank-One Solution Mystery of Robust MISO Downlink Transmit Optimization: A Verifiable Sufficient Condition via a New Duality Result.
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
IEEE Trans. Smart Grid, 2017
Joint Power and Admission Control Based on Channel Distribution Information: A Novel Two-Timescale Approach.
IEEE Signal Process. Lett., 2017
IEEE J. Sel. Areas Commun., 2017
Exploring the interactions of communication, computing and caching in cloud RAN under two timescale.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Uplink and downlink user pairing in full-duplex multi-user systems: Complexity and algorithms.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017
2016
Energy-Efficient Packet Scheduling With Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms.
IEEE Trans. Wirel. Commun., 2016
Joint Power and Admission Control for Spectral and Energy Efficiency Maximization in Heterogeneous OFDMA Networks.
IEEE Trans. Wirel. Commun., 2016
Asynchronous Distributed ADMM for Large-Scale Optimization - Part II: Linear Convergence Analysis and Numerical Performance.
IEEE Trans. Signal Process., 2016
Asynchronous Distributed ADMM for Large-Scale Optimization - Part I: Algorithm and Convergence Analysis.
IEEE Trans. Signal Process., 2016
IEEE Trans. Signal Process., 2016
CoRR, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Asynchronous distributed alternating direction method of multipliers: Algorithm and convergence analysis.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Transmit-Receive Beamforming Optimization for Full-Duplex Cloud Radio Access Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
2015
Efficient Solutions to Distributed Beamforming for Two-Way Relay Networks Under Individual Relay Power Constraints.
IEEE Trans. Veh. Technol., 2015
Multicell Coordinated Beamforming With Rate Outage Constraint - Part II: Efficient Approximation Algorithms.
IEEE Trans. Signal Process., 2015
Multicell Coordinated Beamforming With Rate Outage Constraint - Part I: Complexity Analysis.
IEEE Trans. Signal Process., 2015
Coordinated Multicasting With Opportunistic User Selection in Multicell Wireless Systems.
IEEE Trans. Signal Process., 2015
IEEE Trans. Signal Process., 2015
A consensus-based decentralized algorithm for non-convex optimization with application to dictionary learning.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
On the Convexity of Energy-Efficient Packet Scheduling Problem with Finite Blocklength Codes.
Proceedings of the 2015 IEEE Global Communications Conference, 2015
2014
Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization.
IEEE Trans. Signal Process., 2014
Joint Beamforming and Power Splitting for MISO Interference Channel With SWIPT: An SOCP Relaxation and Decentralized Algorithm.
IEEE Trans. Signal Process., 2014
IEEE Trans. Signal Process., 2014
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method.
IEEE Trans. Autom. Control., 2014
Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers.
Proceedings of the IEEE International Conference on Acoustics, 2014
On the complexity of SINR outage constrained max-min-fairness multicell coordinated beamforming problem.
Proceedings of the IEEE International Conference on Acoustics, 2014
A block coordinate descent method of multipliers: Convergence analysis and applications.
Proceedings of the IEEE International Conference on Acoustics, 2014
Multi-agent distributed large-scale optimization by inexact consensus alternating direction method of multipliers.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Robust Hybrid Beamforming with Phased Antenna Arrays for Downlink SDMA in Indoor 60 GHz Channels.
IEEE Trans. Wirel. Commun., 2013
Power Allocation and Time-Domain Artificial Noise Design for Wiretap OFDM with Discrete Inputs.
IEEE Trans. Wirel. Commun., 2013
Coordinated Beamforming for Multiuser MISO Interference Channel Under Rate Outage Constraints.
IEEE Trans. Signal Process., 2013
IEEE Trans. Signal Process., 2013
IEEE Trans. Smart Grid, 2013
Achieving full cooperative and frequency diversity in bit-interleaved coded two-way relay networks.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Outage constrained weighted sum rate maximization for MISO interference channel by pricing-based optimization.
Proceedings of the IEEE International Conference on Acoustics, 2013
On Modeling and Marketing the Demand Flexibility of Deferrable Loads at the Wholesale Level.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013
Distributed sparse regression by consensus-based primal-dual perturbation optimization.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
2012
Noncoherent Bit-Interleaved Coded OSTBC-OFDM with Maximum Spatial-Frequency Diversity.
IEEE Trans. Wirel. Commun., 2012
IEEE Trans. Signal Process., 2012
Distributed Robust Multicell Coordinated Beamforming With Imperfect CSI: An ADMM Approach.
IEEE Trans. Signal Process., 2012
Noncoherent OSTBC-OFDM for MIMO and Cooperative Communications: Perfect Channel Identifiability and Achievable Diversity Order.
IEEE Trans. Signal Process., 2012
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012
The emergence of deferrable energy requests and a greener future: What stands in the way?
Proceedings of the 5th International Symposium on Communications, 2012
Proceedings of IEEE International Conference on Communications, 2012
Optimal transmission strategy for outage rate maximization in MISO fading channels with training.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Simultaneous information and energy transfer: A Two-user MISO interference channel case.
Proceedings of the 2012 IEEE Global Communications Conference, 2012
Proceedings of the 2012 IEEE Global Communications Conference, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
On the Impact of Quantized Channel Feedback in Guaranteeing Secrecy with Artificial Noise: The Noise Leakage Problem.
IEEE Trans. Wirel. Commun., 2011
QoS-Based Transmit Beamforming in the Presence of Eavesdroppers: An Optimized Artificial-Noise-Aided Approach.
IEEE Trans. Signal Process., 2011
Distributed Robust Multi-Cell Coordinated Beamforming with Imperfect CSI: An ADMM Approach
CoRR, 2011
Spectrum Sharing between Cooperative Relay and Ad-hoc Networks: Dynamic Spectrum Access, Resource Allocation and Real-time Implementation
CoRR, 2011
Worst-Case SINR Constrained Robust Coordinated Beamforming for Multicell Wireless Systems.
Proceedings of IEEE International Conference on Communications, 2011
Two-Way Training Design for Discriminatory Channel Estimation in Wireless MIMO Systems.
Proceedings of IEEE International Conference on Communications, 2011
Joint Training and Beamforming Design for Performance Discrimination Using Artificial Noise.
Proceedings of IEEE International Conference on Communications, 2011
Probabilistic SINR constrained robust transmit beamforming: A Bernstein-type inequality based conservative approach.
Proceedings of the IEEE International Conference on Acoustics, 2011
A convex approximation approach to weighted sum rate maximization of multiuser MISO interference channel under outage constraints.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Worst-case robust multiuser transmit beamforming using semidefinite relaxation: duality and implications.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
A linear fractional semidefinite relaxation approach to maximum-likelihood detection of higher-order QAM OSTBC in unknown channels.
IEEE Trans. Signal Process., 2010
Training Sequence Design for Discriminatory Channel Estimation in Wireless MIMO Systems.
IEEE Trans. Signal Process., 2010
Proceedings of the 71st IEEE Vehicular Technology Conference, 2010
On the Impact of Quantized Channel Direction Feedback in Multiple-Antenna Wiretap Channels.
Proceedings of IEEE International Conference on Communications, 2010
Joint transmit beamforming and artificial noise design for QoS discrimination inwireless downlink.
Proceedings of the IEEE International Conference on Acoustics, 2010
A semidefinite relaxation based conservative approach to robust transmit beamforming with probabilistic sinr constraints.
Proceedings of the 18th European Signal Processing Conference, 2010
SDP relaxation of homogeneous quadratic optimization.
Proceedings of the Convex Optimization in Signal Processing and Communications., 2010
2009
Linear prediction based semiblind channel estimation for multiuser OFDM with insufficient guard interval.
IEEE Trans. Wirel. Commun., 2009
IEEE J. Sel. Top. Signal Process., 2009
Non-Cancellation Multistage Kurtosis Maximization with Prewhitening for Blind Source Separation.
EURASIP J. Adv. Signal Process., 2009
On the impact of quantized channel feedback in guaranteeing secrecy with artificial noise.
Proceedings of the IEEE International Symposium on Information Theory, 2009
On perfect channel identifiability of semiblind ML detection of orthogonal space-time block coded OFDM.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Maximum-Likelihood Detection of Orthogonal Space-Time Block Coded OFDM in Unknown Block Fading Channels.
IEEE Trans. Signal Process., 2008
Approximation Bounds for Semidefinite Relaxation of Max-Min-Fair Multicast Transmit Beamforming Problem.
IEEE Trans. Signal Process., 2008
A Linear Fractional Semidefinite Relaxed ML Approach to Blind Detection of 16-QAM Orthogonal Space-Time Block Codes.
Proceedings of IEEE International Conference on Communications, 2008
A convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the 14th European Signal Processing Conference, 2006