Differentially Private Federated Stochastic Primal-Dual Learning for Internet of Vehicles. - Li, Yiwei; Wang, Shuai; Chang, Tsung-Hui (IEEE Internet Things J., 2025)

Efficient LMMSE Equalization for Massive MIMO Systems Under Decentralized Baseband Processing Architecture. - Zhao, Xiaotong; Li, Mian; Wang, Bo; Song, Enbin; Chang, Tsung-Hui; Shi, Qingjiang (IEEE J. Sel. Areas Commun., 2025)

Beamforming Optimization for Robust Sensing and Communication in Dynamic mmWave MIMO Networks. - Li, Lei; Zhang, Jiawei; Chang, Tsung-Hui (IEEE J. Sel. Areas Commun., 2025)

Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems. - Chang, Tsung-Hui; Jorswieck, Eduard A.; Larsson, Erik G.; Li, Xiao; Swindlehurst, A. Lee (IEEE J. Sel. Top. Signal Process., 2025)

Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems: State-of-the-Art and Future Directions. - Xu, Yanqing; Larsson, Erik G.; Jorswieck, Eduard A.; Li, Xiao; Jin, Shi; Chang, Tsung-Hui (IEEE J. Sel. Top. Signal Process., 2025)

Why Batch Normalization Damage Federated Learning on Non-IID Data? - Wang, Yanmeng; Shi, Qingjiang; Chang, Tsung-Hui (IEEE Trans. Neural Networks Learn. Syst., 2025)

QoS-Based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality. - Fan, Xilai; Liu, Ya-Feng; Liu, Liang; Chang, Tsung-Hui (IEEE Trans. Signal Process., 2025)

Joint Fronthaul Compression and Power Allocation Optimization for Networked ISAC. - Zhang, Kexin; Li, Lei; Chang, Tsung-Hui; Shen, Chao; He, Ruisi (IEEE Trans. Veh. Technol., 2025)

Transformer-Inspired Deep Adaptive CSI Sensing With Learnable Quantizer. - Chen, Qian; Li, Lei; Luo, Xiaodong; Chang, Tsung-Hui (IEEE Trans. Veh. Technol., 2025)

GNN-Based Structured Bayesian Inference for Multi-Grid Localized Statistical Channel Modeling. - Wang, Yiheng; Xue, Ye; Zhang, Shutao; Chang, Tsung-Hui (IEEE Trans. Wirel. Commun., 2025)

Robust Network Optimization by Deep Generative Models and Stochastic Optimization. - Zhang, Shutao; Xue, Ye; Tang, Zhiwei; Wang, Hao; Shen, Chao; Shi, Qingjiang; Chang, Tsung-Hui (IEEE Trans. Wirel. Commun., 2025)

Networked ISAC Beamforming Design with Capacity-Limited Fronthaul Links. - Zhang, Kexin; Xu, Yanqing; Chang, Tsung-Hui (2025)

When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach. - Chen, Qian; Li, Lei; Li, Qian; Wu, Jianghua; Wang, Akang; Sun, Ruoyu; Luo, Xiaodong; Chang, Tsung-Hui; Shi, Qingjiang (2025)

When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach. - Qian, Chen; Li, Lei; Li, Qian; Wu, Jianghua; Wang, Akang; Sun, Ruoyu; Luo, Xiaodong; Chang, Tsung-Hui; Shi, Qingjiang (CoRR, 2025)

Robust Federated Learning in Unreliable Wireless Networks: A Client Selection Approach. - Wang, Yanmeng; Ji, Wenkai; Zhou, Jian; Fu, Xiao; Chang, Tsung-Hui (CoRR, 2025)

Diffusion Sampling Path Tells More: An Efficient Plug-and-Play Strategy for Sample Filtering. - Wang, Sixian; Tang, Zhiwei; Chang, Tsung-Hui (CoRR, 2025)

Pinching-Antenna Systems with In-Waveguide Attenuation: Performance Analysis and Algorithm Design. - Xu, Yanqing; Ding, Zhiguo; Schober, Robert; Chang, Tsung-Hui (CoRR, 2025)

Guest Editorial Advanced Optimization Theory and Algorithms for Next-Generation Wireless Communication Networks. - Liu, Ya-Feng; Chang, Tsung-Hui; Hong, Mingyi; So, Anthony Man-Cho; Jorswieck, Eduard A.; Yu, Wei (IEEE J. Sel. Areas Commun., 2024)

A Survey of Recent Advances in Optimization Methods for Wireless Communications. - Liu, Ya-Feng; Chang, Tsung-Hui; Hong, Mingyi; Wu, Zheyu; So, Anthony Man-Cho; Jorswieck, Eduard A.; Yu, Wei (IEEE J. Sel. Areas Commun., 2024)

Mapping medical image-text to a joint space via masked modeling. - Chen, Zhihong; Du, Yuhao; Hu, Jinpeng; Liu, Yang; Li, Guanbin; Wan, Xiang; Chang, Tsung-Hui (Medical Image Anal., 2024)

Joint Compression and Multiuser Equalization for Multi-Carrier Massive MIMO Systems With Decentralized Baseband Processing. - Xu, Yanqing; Zhu, Lin; Shi, Rui; Chang, Tsung-Hui (IEEE Trans. Signal Process., 2024)

A Physics-Based and Data-Driven Approach for Localized Statistical Channel Modeling. - Zhang, Shutao; Ning, Xinzhi; Zheng, Xi; Shi, Qingjiang; Chang, Tsung-Hui; Luo, Zhi-Quan (IEEE Trans. Wirel. Commun., 2024)

Communication-Efficient Activity Detection for Cell-Free Massive MIMO: An Augmented Model-Driven End-to-End Learning Framework. - Lin, Qingfeng; Li, Yang; Kou, Wei-Bin; Chang, Tsung-Hui; Wu, Yik-Chung (IEEE Trans. Wirel. Commun., 2024)

Learning to Optimize QoS-Constrained Beamforming in Multi-User Systems: A Penalty-Dual Framework. - Li, Yang; Liu, Ya-Feng; Xu, Fan; Shi, Qingjiang; Chang, Tsung-Hui (IEEE Trans. Wirel. Commun., 2024)

z-SignFedAvg: A Unified Stochastic Sign-Based Compression for Federated Learning. - Tang, Zhiwei; Wang, Yanmeng; Chang, Tsung-Hui (2024)

Sensing-Assisted Distributed User Scheduling and Beamforming in Muli-Cell mmWave Networks. - Cai, Tenghao; Li, Lei; Chang, Tsung-Hui (2024)

A Robust GLRT Detector Against Missing Data in Cooperative Sensing. - Guan, Jinghui; Zhou, Rui; Pu, Wenqiang; Shi, Qingjiang; Chang, Tsung-Hui (2024)

Isac Beamforming Optimization For Robust Transmission In Dynamic Mmwave Mimo Networks. - Li, Lei; Cai, Tenghao; Chang, Tsung-Hui (2024)

FedLion: Faster Adaptive Federated Optimization with Fewer Communication. - Tang, Zhiwei; Chang, Tsung-Hui (2024)

Neural Enhanced Variational Bayesian Inference on Graphs for Localized Statistical Channel Modeling. - Wang, Yiheng; Zhang, Shutao; Xue, Ye; Yu, Tianshu; Shi, Qingjiang; Chang, Tsung-Hui (2024)

Linear Compression-based Precoding for Massive MIMO Systems with Decentralized Baseband Processing. - Shi, Rui; Xu, Yanqing; Zhu, Lin; Chang, Tsung-Hui (2024)

Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles. - Tang, Zhiwei; Rybin, Dmitry; Chang, Tsung-Hui (2024)

Accelerating Parallel Sampling of Diffusion Models. - Tang, Zhiwei; Tang, Jiasheng; Luo, Hao; Wang, Fan; Chang, Tsung-Hui (2024)

SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization. - Chen, Qian; Zhang, Tianjian; Yang, Linxin; Han, Qingyu; Wang, Akang; Sun, Ruoyu; Luo, Xiaodong; Chang, Tsung-Hui (2024)

A Penalty-Dual Learning Framework for Multi-User QoS-Constrained Beamforming. - Li, Yang; Liu, Ya-Feng; Xu, Fan; Shi, Qingjiang; Chang, Tsung-Hui (2024)

Fronthaul-Efficient Multiuser Equalization for Multi-Carrier Massive MIMO Systems with Decentralized Baseband Processing. - Xu, Yanqing; Zhu, Lin; Shi, Rui; Chang, Tsung-Hui (2024)

A Survey of Advances in Optimization Methods for Wireless Communication System Design. - Liu, Ya-Feng; Chang, Tsung-Hui; Hong, Mingyi; Wu, Zheyu; So, Anthony Man-Cho; Jorswieck, Eduard A.; Yu, Wei (CoRR, 2024)

FedLion: Faster Adaptive Federated Optimization with Fewer Communication. - Tang, Zhiwei; Chang, Tsung-Hui (CoRR, 2024)

Accelerating Parallel Sampling of Diffusion Models. - Tang, Zhiwei; Tang, Jiasheng; Luo, Hao; Wang, Fan; Chang, Tsung-Hui (CoRR, 2024)

Tuning-Free Alignment of Diffusion Models with Direct Noise Optimization. - Tang, Zhiwei; Peng, Jiangweizhi; Tang, Jiasheng; Hong, Mingyi; Wang, Fan; Chang, Tsung-Hui (CoRR, 2024)

Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems: State-of-the-Art and Future Directions. - Xu, Yanqing; Larsson, Erik G.; Jorswieck, Eduard A.; Li, Xiao; Jin, Shi; Chang, Tsung-Hui (CoRR, 2024)

SRCON: A Data-Driven Network Performance Simulator for Real-World Wireless Networks. - Luo, Zhi-Quan; Zheng, Xi; López-Pérez, David; Yan, Qi; Chen, Xin; Wang, Nanbin; Shi, Qingjiang; Chang, Tsung-Hui; García-Rodríguez, Adrian (IEEE Commun. Mag., 2023)

Information and sensing beamforming optimization for multi-user multi-target MIMO ISAC systems. - Zhu, Minghe; Li, Lei; Xia, Shuqiang; Chang, Tsung-Hui (EURASIP J. Adv. Signal Process., 2023)

Model-Driven Deep Learning ADMM Decoder for Irregular Binary LDPC Codes. - Guo, Xiaomeng; Chang, Tsung-Hui; Wang, Yongchao (IEEE Commun. Lett., 2023)

FedHD: Communication-efficient federated learning from hybrid data. - Gao, Haiqing; Ge, Songyang; Chang, Tsung-Hui (J. Frankl. Inst., 2023)

Structured Sparse Non-Negative Matrix Factorization With $\ell _{2,0}$ℓ2,0-Norm. - Min, Wenwen; Xu, Taosheng; Wan, Xiang; Chang, Tsung-Hui (IEEE Trans. Knowl. Data Eng., 2023)

Low-Complexity Channel Estimation for Massive MIMO Systems With Decentralized Baseband Processing. - Xu, Yanqing; Wang, Bo; Song, Enbin; Shi, Qingjiang; Chang, Tsung-Hui (IEEE Trans. Signal Process., 2023)

Communication-Efficient Decentralized Linear Precoding for Massive MU-MIMO Systems. - Zhao, Xiaotong; Li, Mian; Liu, Yang; Chang, Tsung-Hui; Shi, Qingjiang (IEEE Trans. Signal Process., 2023)

Learning to Beamform in Heterogeneous Massive MIMO Networks. - Zhu, Minghe; Chang, Tsung-Hui; Hong, Mingyi (IEEE Trans. Wirel. Commun., 2023)

CSI Sensing From Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach. - Li, Lei; Zeng, Xing; Liu, Ya-Feng; Xu, Yanqing; Chang, Tsung-Hui (IEEE Trans. Wirel. Commun., 2023)

Downlink CSI Recovery in Massive MIMO Systems by Proactive Sensing. - Li, Lei; Zhu, Minghe; Xia, Shuqiang; Chang, Tsung-Hui (IEEE Wirel. Commun. Lett., 2023)

Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving. - Li, Xinrao; Zhang, Tong; Wang, Shuai; Zhu, Guangxu; Wang, Rui; Chang, Tsung-Hui (IEEE Wirel. Commun. Lett., 2023)

EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition. - Liu, Yang; Hu, Jinpeng; Chen, Zhihong; Wan, Xiang; Chang, Tsung-Hui (2023)

Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework. - Wang, Shuai; Xu, Yanqing; Wang, Zhiguo; Chang, Tsung-Hui; Quek, Tony Q. S.; Sun, Defeng (2023)

A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER. - Hu, Jinpeng; Guo, Dandan; Liu, Yang; Li, Zhuo; Chen, Zhihong; Wan, Xiang; Chang, Tsung-Hui (2023)

Improving Grammatical Error Correction with Multimodal Feature Integration. - Fang, Tao; Hu, Jinpeng; Wong, Derek F.; Wan, Xiang; Chao, Lidia S.; Chang, Tsung-Hui (2023)

Improving Radiology Summarization with Radiograph and Anatomy Prompts. - Hu, Jinpeng; Chen, Zhihong; Liu, Yang; Wan, Xiang; Chang, Tsung-Hui (2023)

Learning Structured Communication for Multi-Agent Reinforcement Learning. - Sheng, Junjie; Wang, Xiangfeng; Jin, Bo; Li, Wenhao; Wang, Jun; Yan, Junchi; Chang, Tsung-Hui; Zha, Hongyuan (2023)

Gradient Tracking with Multiple Local SGD for Decentralized Non-Convex Learning. - Ge, Songyang; Chang, Tsung-Hui (2023)

Batch Normalization Damages Federated Learning on NON-IID Data: Analysis and Remedy. - Wang, Yanmeng; Shi, Qingjiang; Chang, Tsung-Hui (2023)

Sparse Aggregation-Based Channel Estimation For Massive Mimo Systems With Decentralized Baseband Processing. - Xu, Yanqing; Song, Enbin; Shi, Qingjiang; Chang, Tsung-Hui (2023)

Information and Sensing Beamforming Optimization for Multi-User Multi-Target MIMO ISAC Systems. - Zhu, Minghe; Li, Lei; Xia, Shuqiang; Chang, Tsung-Hui (2023)

Approaching Centralized Multi-cell Coordinated Beamforming with Limited Backhaul Signaling. - Cai, Tenghao; Ge, Songyang; Xu, Yanqing; Chang, Tsung-Hui (2023)

Communication-Efficient Joint Signal Compression and Activity Detection in Cell-Free Massive MIMO. - Lin, Qingfeng; Li, Yang; Kou, Wei-Bin; Chang, Tsung-Hui; Wu, Yik-Chung (2023)

Learning Beams Adaptive to the Environment: An RSRP-based Codebook Design. - Ning, Xinzhi; Zhang, Shutao; Xue, Ye; Zheng, Xi; Shi, Qingjiang; Chang, Tsung-Hui (2023)

Low-rank matrix recovery with unknown correspondence. - Tang, Zhiwei; Chang, Tsung-Hui; Ye, Xiaojing; Zha, Hongyuan (2023)

Embracing Uncertainty: A Diffusion Generative Model of Spectrum Efficiency in 5G Networks. - Wang, Hao; Tang, Zhiwei; Zhang, Shutao; Shen, Chao; Chang, Tsung-Hui (2023)

Why Batch Normalization Damage Federated Learning on Non-IID Data? - Wang, Yanmeng; Shi, Qingjiang; Chang, Tsung-Hui (CoRR, 2023)

Gradient and Variable Tracking with Multiple Local SGD for Decentralized Non-Convex Learning. - Ge, Songyang; Chang, Tsung-Hui (CoRR, 2023)

z-SignFedAvg: A Unified Stochastic Sign-based Compression for Federated Learning. - Tang, Zhiwei; Wang, Yanmeng; Chang, Tsung-Hui (CoRR, 2023)

Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles. - Tang, Zhiwei; Rybin, Dmitry; Chang, Tsung-Hui (CoRR, 2023)

QoS-based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality. - Fan, Xilai; Liu, Ya-Feng; Liu, Liang; Chang, Tsung-Hui (CoRR, 2023)

Learning structured communication for multi-agent reinforcement learning. - Sheng, Junjie; Wang, Xiangfeng; Jin, Bo; Yan, Junchi; Li, Wenhao; Chang, Tsung-Hui; Wang, Jun; Zha, Hongyuan (Auton. Agents Multi Agent Syst., 2022)

Quantized Federated Learning Under Transmission Delay and Outage Constraints. - Wang, Yanmeng; Xu, Yanqing; Shi, Qingjiang; Chang, Tsung-Hui (IEEE J. Sel. Areas Commun., 2022)

A Dimension Reduction Technique for Large-Scale Structured Sparse Optimization Problems with Application to Convex Clustering. - Yuan, Yancheng; Chang, Tsung-Hui; Sun, Defeng; Toh, Kim-Chuan (SIAM J. Optim., 2022)

Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling. - Cheng, Lei; Yin, Feng; Theodoridis, Sergios; Chatzis, Sotirios; Chang, Tsung-Hui (IEEE Signal Process. Mag., 2022)

An Efficient Learning Framework for Federated XGBoost Using Secret Sharing and Distributed Optimization. - Xie, Lunchen; Liu, Jiaqi; Lu, Songtao; Chang, Tsung-Hui; Shi, Qingjiang (ACM Trans. Intell. Syst. Technol., 2022)

A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis. - Min, Wenwen; Wan, Xiang; Chang, Tsung-Hui; Zhang, Shihua (IEEE Trans. Neural Networks Learn. Syst., 2022)

Federated Matrix Factorization: Algorithm Design and Application to Data Clustering. - Wang, Shuai; Chang, Tsung-Hui (IEEE Trans. Signal Process., 2022)

Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective. - Sun, Haoran; Pu, Wenqiang; Fu, Xiao; Chang, Tsung-Hui; Hong, Mingyi (IEEE Trans. Signal Process., 2022)

Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem. - Zhang, Jiawei; Ge, Songyang; Chang, Tsung-Hui; Luo, Zhi-Quan (IEEE Trans. Signal Process., 2022)

Joint Symbol Level Precoding and Receive Beamforming Optimization for Multiuser MIMO Downlink. - Cai, Shu; Zhu, Hongbo; Shen, Chao; Chang, Tsung-Hui (IEEE Trans. Signal Process., 2022)

A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction. - Liu, Yang; Hu, Jinpeng; Wan, Xiang; Chang, Tsung-Hui (2022)

Graph Enhanced Contrastive Learning for Radiology Findings Summarization. - Hu, Jinpeng; Li, Zhuo; Chen, Zhihong; Li, Zhen; Wan, Xiang; Chang, Tsung-Hui (2022)

Multi-Grid-Based Localized Statistical Channel Modeling: A Radio Map Approach. - Ning, Xinzhi; Zhang, Shutao; Zheng, Xi; Chang, Tsung-Hui (2022)

Multi-modal Masked Autoencoders for Medical Vision-and-Language Pre-training. - Chen, Zhihong; Du, Yuhao; Hu, Jinpeng; Liu, Yang; Li, Guanbin; Wan, Xiang; Chang, Tsung-Hui (2022)

Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction. - Liu, Yang; Hu, Jinpeng; Wan, Xiang; Chang, Tsung-Hui (2022)

Hero-Gang Neural Model For Named Entity Recognition. - Hu, Jinpeng; Shen, Yaling; Liu, Yang; Wan, Xiang; Chang, Tsung-Hui (2022)

A Label-Aware Autoregressive Framework for Cross-Domain NER. - Hu, Jinpeng; Zhao, He; Guo, Dan; Wan, Xiang; Chang, Tsung-Hui (2022)

Downlink CSI Sensing from Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach. - Li, Lei; Chen, Qian; Zeng, Xing; Chang, Tsung-Hui (2022)

Graph Enhanced Contrastive Learning for Radiology Findings Summarization. - Hu, Jinpeng; Li, Zhuo; Chen, Zhihong; Li, Zhen; Wan, Xiang; Chang, Tsung-Hui (CoRR, 2022)

Federated Stochastic Primal-dual Learning with Differential Privacy. - Li, Yiwei; Wang, Shuai; Chang, Tsung-Hui; Chi, Chong-Yung (CoRR, 2022)

Hero-Gang Neural Model For Named Entity Recognition. - Hu, Jinpeng; Shen, Yaling; Liu, Yang; Wan, Xiang; Chang, Tsung-Hui (CoRR, 2022)

A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction. - Liu, Yang; Hu, Jinpeng; Wan, Xiang; Chang, Tsung-Hui (CoRR, 2022)

Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling. - Cheng, Lei; Yin, Feng; Theodoridis, Sergios; Chatzis, Sotirios; Chang, Tsung-Hui (CoRR, 2022)

CSI Sensing from Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach. - Li, Lei; Zeng, Xing; Liu, Ya-Feng; Xu, Yanqing; Chang, Tsung-Hui (CoRR, 2022)

Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training. - Chen, Zhihong; Du, Yuhao; Hu, Jinpeng; Liu, Yang; Li, Guanbin; Wan, Xiang; Chang, Tsung-Hui (CoRR, 2022)

Improving Radiology Summarization with Radiograph and Anatomy Prompts. - Hu, Jinpeng; Chen, Zhihong; Liu, Yang; Wan, Xiang; Chang, Tsung-Hui (CoRR, 2022)

Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving. - Li, Xinrao; Zhang, Tong; Wang, Shuai; Zhu, Guangxu; Wang, Rui; Chang, Tsung-Hui (CoRR, 2022)

Low-Complexity Channel Estimation for Massive MIMO Systems with Decentralized Baseband Processing. - Xu, Yanqing; Wang, Bo; Song, Enbin; Shi, Qingjiang; Chang, Tsung-Hui (CoRR, 2022)

Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework. - Wang, Shuai; Xu, Yanqing; Wang, Zhiguo; Chang, Tsung-Hui; Quek, Tony Q. S.; Sun, Defeng (CoRR, 2022)

TSCCA: A tensor sparse CCA method for detecting microRNA-gene patterns from multiple cancers. - Min, Wenwen; Chang, Tsung-Hui; Zhang, Shihua; Wan, Xiang (PLoS Comput. Biol., 2021)

Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems. - Wang, Zhiguo; Zhang, Jiawei; Chang, Tsung-Hui; Li, Jian; Luo, Zhi-Quan (IEEE Trans. Signal Process., 2021)

Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization. - Wang, Shuai; Chang, Tsung-Hui; Cui, Ying; Pang, Jong-Shi (IEEE Trans. Signal Process., 2021)

Robust Computation Offloading in Fog Radio Access Network With Fronthaul Compression. - Tan, Jinghong; Chang, Tsung-Hui; Guo, Kun; Quek, Tony Q. S. (IEEE Trans. Wirel. Commun., 2021)

Word Graph Guided Summarization for Radiology Findings. - Hu, Jinpeng; Li, Jianling; Chen, Zhihong; Shen, Yaling; Song, Yan; Wan, Xiang; Chang, Tsung-Hui (2021)

Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts. - Liu, Yang; Tian, Yuanhe; Chang, Tsung-Hui; Wu, Song; Wan, Xiang; Song, Yan (2021)

Demystifying Model Averaging for Communication-Efficient Federated Matrix Factorization. - Wang, Shuai; Suwandi, Richard Cornelius; Chang, Tsung-Hui (2021)

Learning to Continuously Optimize Wireless Resource in Episodically Dynamic Environment. - Sun, Haoran; Pu, Wenqiang; Zhu, Minghe; Fu, Xiao; Chang, Tsung-Hui; Hong, Mingyi (2021)

Robust Federated Learning in Wireless Channels with Transmission Outage and Quantization Errors. - Wang, Yanmeng; Xu, Yanqing; Shi, Qingjiang; Chang, Tsung-Hui (2021)

Decentralized Non-Convex Learning with Linearly Coupled Constraints. - Zhang, Jiawei; Ge, Songyang; Chang, Tsung-Hui; Luo, Zhi-Quan (CoRR, 2021)

Structured Sparse Non-negative Matrix Factorization with L20-Norm for scRNA-seq Data Analysis. - Min, Wenwen; Xu, Taosheng; Wan, Xiang; Chang, Tsung-Hui (CoRR, 2021)

Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective. - Sun, Haoran; Pu, Wenqiang; Fu, Xiao; Chang, Tsung-Hui; Hong, Mingyi (CoRR, 2021)

An Efficient Learning Framework For Federated XGBoost Using Secret Sharing And Distributed Optimization. - Xie, Lunchen; Liu, Jiaqi; Lu, Songtao; Chang, Tsung-Hui; Shi, Qingjiang (CoRR, 2021)

Quantized Federated Learning under Transmission Delay and Outage Constraints. - Wang, Yanmeng; Xu, Yanqing; Shi, Qingjiang; Chang, Tsung-Hui (CoRR, 2021)

Low-rank Matrix Recovery With Unknown Correspondence. - Tang, Zhiwei; Chang, Tsung-Hui; Ye, Xiaojing; Zha, Hongyuan (CoRR, 2021)

Federated Semi-Supervised Learning with Class Distribution Mismatch. - Wang, Zhiguo; Wang, Xintong; Sun, Ruoyu; Chang, Tsung-Hui (CoRR, 2021)

Word Graph Guided Summarization for Radiology Findings. - Hu, Jinpeng; Li, Jianling; Chen, Zhihong; Shen, Yaling; Song, Yan; Wan, Xiang; Chang, Tsung-Hui (CoRR, 2021)

Real-world data medical knowledge graph: construction and applications. - Li, Linfeng; Wang, Peng; Yan, Jun; Wang, Yao; Li, Simin; Jiang, Jinpeng; Sun, Zhe; Tang, Buzhou; Chang, Tsung-Hui; Wang, Shenghui; Liu, Yuting (Artif. Intell. Medicine, 2020)

A Study of Piecewise Linear-Quadratic Programs. - Cui, Ying; Chang, Tsung-Hui; Hong, Mingyi; Pang, Jong-Shi (J. Optim. Theory Appl., 2020)

A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization. - Hong, Mingyi; Chang, Tsung-Hui; Wang, Xiangfeng; Razaviyayn, Meisam; Ma, Shiqian; Luo, Zhi-Quan (Math. Oper. Res., 2020)

Distributed Learning in the Nonconvex World: From batch data to streaming and beyond. - Chang, Tsung-Hui; Hong, Mingyi; Wai, Hoi-To; Zhang, Xinwei; Lu, Songtao (IEEE Signal Process. Mag., 2020)

Multi-UAV Interference Coordination via Joint Trajectory and Power Control. - Shen, Chao; Chang, Tsung-Hui; Gong, Jie; Zeng, Yong; Zhang, Rui (IEEE Trans. Signal Process., 2020)

Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization - Part II: Applications. - Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Chang, Tsung-Hui (IEEE Trans. Signal Process., 2020)

UAV Positioning and Power Control for Two-Way Wireless Relaying. - Li, Lei; Chang, Tsung-Hui; Cai, Shu (IEEE Trans. Wirel. Commun., 2020)

Transmission Energy Minimization for Heterogeneous Low-Latency NOMA Downlink. - Xu, Yanqing; Shen, Chao; Chang, Tsung-Hui; Lin, Shih-Chun; Zhao, Yajun; Zhu, Gang (IEEE Trans. Wirel. Commun., 2020)

Generating Radiology Reports via Memory-driven Transformer. - Chen, Zhihong; Song, Yan; Chang, Tsung-Hui; Wan, Xiang (2020)

A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization. - Zhang, Jiawei; Ge, Songyang; Chang, Tsung-Hui; Luo, Zhi-Quan (2020)

Peak Age-of-Information Minimization of UAV-Aided Relay Transmission. - Cao, Ailin; Shen, Chao; Zong, Jiaying; Chang, Tsung-Hui (2020)

Optimization Inspired Learning Network for Multiuser Robust Beamforming. - Zhu, Minghe; Chang, Tsung-Hui (2020)

Secure Federated Averaging Algorithm with Differential Privacy. - Li, Yiwei; Chang, Tsung-Hui; Chi, Chong-Yung (2020)

Distributed Learning in the Non-Convex World: From Batch to Streaming Data, and Beyond. - Chang, Tsung-Hui; Hong, Mingyi; Wai, Hoi-To; Zhang, Xinwei; Lu, Songtao (CoRR, 2020)

Learning Structured Communication for Multi-agent Reinforcement Learning. - Sheng, Junjie; Wang, Xiangfeng; Jin, Bo; Yan, Junchi; Li, Wenhao; Chang, Tsung-Hui; Wang, Jun; Zha, Hongyuan (CoRR, 2020)

Federated Clustering via Matrix Factorization Models: From Model Averaging to Gradient Sharing. - Wang, Shuai; Chang, Tsung-Hui (CoRR, 2020)

Generating Radiology Reports via Memory-driven Transformer. - Chen, Zhihong; Song, Yan; Chang, Tsung-Hui; Wan, Xiang (CoRR, 2020)

Learning to Beamform in Heterogeneous Massive MIMO Networks. - Zhu, Minghe; Chang, Tsung-Hui; Hong, Mingyi (CoRR, 2020)

Distributed Stochastic Consensus Optimization with Momentum for Nonconvex Nonsmooth Problems. - Wang, Zhiguo; Zhang, Jiawei; Chang, Tsung-Hui; Li, Jian; Luo, Zhi-Quan (CoRR, 2020)

Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment. - Sun, Haoran; Pu, Wenqiang; Zhu, Minghe; Fu, Xiao; Chang, Tsung-Hui; Hong, Mingyi (CoRR, 2020)

Systematic Resource Allocation in Cloud RAN With Caching as a Service Under Two Timescales. - Tang, Jianhua; Quek, Tony Q. S.; Chang, Tsung-Hui; Shim, Byonghyo (IEEE Trans. Commun., 2019)

Machine Learning Based Automatic Diagnosis in Mobile Communication Networks. - Chen, Kuo-Ming; Chang, Tsung-Hui; Wang, Kai-Cheng; Lee, Ta-Sung (IEEE Trans. Veh. Technol., 2019)

Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems. - Zhang, Xiaozhou; Chang, Tsung-Hui; Liu, Ya-Feng; Shen, Chao; Zhu, Gang (IEEE Trans. Wirel. Commun., 2019)

Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach. - Wang, Shuai; Chang, Tsung-Hui; Cui, Ying; Pang, Jong-Shi (2019)

Incorporating URLLC and Multicast eMBB in Sliced Cloud Radio Access Network. - Tang, Jianhua; Shim, Byonghyo; Chang, Tsung-Hui; Quek, Tony Q. S. (2019)

Flight Time Minimization via UAV's Trajectory Design for Ground Sensor Data Collection. - Zong, Jiaying; Shen, Chao; Cheng, Jing; Gong, Jie; Chang, Tsung-Hui; Chen, Lei; Ai, Bo (2019)

Joint Symbol Level Precoding and Receive Beamforming for Multiuser MIMO Downlink. - Cai, Shu; Chang, Tsung-Hui; Zhu, Hongbo (2019)

UAV Positioning and Power Control for Wireless Two-Way Relaying. - Li, Lei; Chang, Tsung-Hui; Cai, Shu (2019)

Lifetime Maximization for Uplink Transmission in UAV-Enabled Wireless Networks. - Chen, Kuo-Ming; Chang, Tsung-Hui; Lee, Ta-Sung (2019)

UAV Positioning and Power Control for Two-Way Wireless Relaying. - Li, Lei; Chang, Tsung-Hui; Cai, Shu (CoRR, 2019)

Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization. - Wang, Shuai; Chang, Tsung-Hui; Cui, Ying; Pang, Jong-Shi (CoRR, 2019)

Flight Time Minimization of UAV for Data Collection Over Wireless Sensor Networks. - Gong, Jie; Chang, Tsung-Hui; Shen, Chao; Chen, Xiang (IEEE J. Sel. Areas Commun., 2018)

QoS-Based Linear Transceiver Optimization for Full-Duplex Multiuser Communications. - Chang, Tsung-Hui; Liu, Ya-Feng; Lin, Shih-Chun (IEEE Trans. Signal Process., 2018)

Distributed Power Allocation for UAV-Assisted Multi-User Relay Networks. - Gong, Jie; Lin, Jingjing; Chang, Tsung-Hui; Shen, Chao; Chen, Xiang (2018)

Joint Resource Allocation and Trajectory Design for UAV-Aided Wireless Physical Layer Security. - Sun, Xiaofang; Shen, Chao; Chang, Tsung-Hui; Zhong, Zhangdui (2018)

Cell Subclass Identification in Single-Cell RNA-Sequencing Data Using Orthogonal Nonnegative Matrix Factorization. - Wang, Shuai; Wu, Peng; Zhou, Manqi; Chang, Tsung-Hui; Wu, Song (2018)

Software Defined Resource Allocation for Service-Oriented Networks. - Zhang, Nan; Liu, Ya-Feng; Farmanbar, Hamid; Chang, Tsung-Hui; Hong, Mingyi; Luo, Zhi-Quan (2018)

Wireless Powered Cooperative Non-Orthogonal Multiple Access Transmission. - Liu, Lu; Zhang, Zhifei; Shen, Chao; Gong, Jie; Chang, Tsung-Hui (2018)

Joint Uplink and Downlink Transmission Design for URLLC Using Finite Blocklength Codes. - Shen, Chao; Chang, Tsung-Hui; Xu, Hanqing; Zhao, Yajun (2018)

Minimum Energy Resource Allocation in FOG Radio Access Network with Fronthaul and Latency Constraints. - Tan, Jinghong; Chang, Tsung-Hui; Quek, Tony Q. S. (2018)

Aviation time minimization of UAV for data collection from energy constrained sensor networks. - Gong, Jie; Chang, Tsung-Hui; Shen, Chao; Chen, Xiang (2018)

Aviation Time Minimization of UAV for Data Collection over Wireless Sensor Networks. - Gong, Jie; Chang, Tsung-Hui; Shen, Chao; Chen, Xiang (CoRR, 2018)

Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems. - Zhang, Xiaozhou; Chang, Tsung-Hui; Liu, Ya-Feng; Shen, Chao; Zhu, Gang (CoRR, 2018)

On Energy-Efficient NOMA Designs for Heterogeneous Low-Latency Downlink Transmissions. - Xu, Yanqing; Shen, Chao; Chang, Tsung-Hui; Lin, Shih-Chun; Zhao, Yajun; Zhu, Gang (CoRR, 2018)

Network Slicing for Service-Oriented Networks Under Resource Constraints. - Zhang, Nan; Liu, Ya-Feng; Farmanbar, Hamid; Chang, Tsung-Hui; Hong, Mingyi; Luo, Zhi-Quan (IEEE J. Sel. Areas Commun., 2017)

Joint Power and Admission Control Based on Channel Distribution Information: A Novel Two-Timescale Approach. - Chen, Qitian; Kang, Dong; He, Yichu; Chang, Tsung-Hui; Liu, Ya-Feng (IEEE Signal Process. Lett., 2017)

Communication-Efficient Distributed Demand Response: A Randomized ADMM Approach. - Tsai, Shin-Ching; Tseng, Yi-Hen; Chang, Tsung-Hui (IEEE Trans. Smart Grid, 2017)

Unraveling the Rank-One Solution Mystery of Robust MISO Downlink Transmit Optimization: A Verifiable Sufficient Condition via a New Duality Result. - Ma, Wing-Kin; Pan, Jiaxian; So, Anthony Man-Cho; Chang, Tsung-Hui (IEEE Trans. Signal Process., 2017)

Stochastic Proximal Gradient Consensus Over Random Networks. - Hong, Mingyi; Chang, Tsung-Hui (IEEE Trans. Signal Process., 2017)

Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints. - Xu, Yanqing; Shen, Chao; Chang, Tsung-Hui; Lin, Shih-Chun; Zhao, Yajun; Zhu, Gang (2017)

Uplink and downlink user pairing in full-duplex multi-user systems: Complexity and algorithms. - Zhang, Xiaozhou; Chang, Tsung-Hui; Liu, Ya-Feng; Shen, Chao; Zhu, Gang (2017)

Max-min-fairness linear transceiver design for full-duplex multiuser systems. - Chang, Tsung-Hui; Liu, Ya-Feng; Lin, Shih-Chun (2017)

Exploring the interactions of communication, computing and caching in cloud RAN under two timescale. - Tang, Jianhua; Teng, Long; Quek, Tony Q. S.; Chang, Tsung-Hui; Shim, Byonghyo (2017)

Joint Power and Admission Control based on Channel Distribution Information: A Novel Two-Timescale Approach. - Chen, Qitian; Kang, Dong; He, Yichu; Chang, Tsung-Hui; Liu, Ya-Feng (CoRR, 2017)

Network Slicing for Service-Oriented Networks Under Resource Constraints. - Zhang, Nan; Liu, Ya-Feng; Farmanbar, Hamid; Chang, Tsung-Hui; Hong, Mingyi; Luo, Zhi-Quan (CoRR, 2017)

Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints. - Xu, Yanqing; Shen, Chao; Chang, Tsung-Hui; Lin, Shih-Chun; Zhao, Yajun; Zhu, Gang (CoRR, 2017)

Penalty Dual Decomposition Method For Nonsmooth Nonconvex Optimization. - Shi, Qingjiang; Hong, Mingyi; Fu, Xiao; Chang, Tsung-Hui (CoRR, 2017)

Asynchronous Distributed ADMM for Large-Scale Optimization - Part I: Algorithm and Convergence Analysis. - Chang, Tsung-Hui; Hong, Mingyi; Liao, Wei-Cheng; Wang, Xiangfeng (IEEE Trans. Signal Process., 2016)

Asynchronous Distributed ADMM for Large-Scale Optimization - Part II: Linear Convergence Analysis and Numerical Performance. - Chang, Tsung-Hui; Liao, Wei-Cheng; Hong, Mingyi; Wang, Xiangfeng (IEEE Trans. Signal Process., 2016)

A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization. - Chang, Tsung-Hui (IEEE Trans. Signal Process., 2016)

Joint Power and Admission Control for Spectral and Energy Efficiency Maximization in Heterogeneous OFDMA Networks. - Lai, Wei-Sheng; Chang, Tsung-Hui; Lee, Ta-Sung (IEEE Trans. Wirel. Commun., 2016)

Energy-Efficient Packet Scheduling With Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms. - Xu, Shengfeng; Chang, Tsung-Hui; Lin, Shih-Chun; Shen, Chao; Zhu, Gang (IEEE Trans. Wirel. Commun., 2016)

ADMM approach to asynchronous distributed frequency-based load control. - Wu, Chia-Wei; Chang, Tsung-Hui (2016)

Transmit-Receive Beamforming Optimization for Full-Duplex Cloud Radio Access Networks. - Lee, Chi-Han; Chang, Tsung-Hui; Lin, Shih-Chun (2016)

Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis. - Hajinezhad, Davood; Chang, Tsung-Hui; Wang, Xiangfeng; Shi, Qingjiang; Hong, Mingyi (2016)

Stochastic proximal gradient consensus over time-varying networks. - Hong, Mingyi; Chang, Tsung-Hui (2016)

Asynchronous distributed alternating direction method of multipliers: Algorithm and convergence analysis. - Chang, Tsung-Hui; Hong, Mingyi; Liao, Wei-Cheng; Wang, Xiangfeng (2016)

Unraveling the Rank-One Solution Mystery of Robust MISO Downlink Transmit Optimization: A Verifiable Sufficient Condition via a New Duality Result. - Ma, Wing-Kin; Pan, Jiaxian; So, Anthony Man-Cho; Chang, Tsung-Hui (CoRR, 2016)

Energy-Efficient Packet Scheduling with Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms. - Xu, Shengfeng; Chang, Tsung-Hui; Lin, Shih-Chun; Shen, Chao; Zhu, Gang (CoRR, 2016)

QoS-Based Linear Transceiver Optimization for Full-Duplex Multi-User Communications. - Chang, Tsung-Hui; Liu, Ya-Feng; Lin, Shih-Chun (CoRR, 2016)

Multi-Agent Distributed Optimization via Inexact Consensus ADMM. - Chang, Tsung-Hui; Hong, Mingyi; Wang, Xiangfeng (IEEE Trans. Signal Process., 2015)

Multicell Coordinated Beamforming With Rate Outage Constraint - Part I: Complexity Analysis. - Li, Wei-Chiang; Chang, Tsung-Hui; Chi, Chong-Yung (IEEE Trans. Signal Process., 2015)

Multicell Coordinated Beamforming With Rate Outage Constraint - Part II: Efficient Approximation Algorithms. - Li, Wei-Chiang; Chang, Tsung-Hui; Chi, Chong-Yung (IEEE Trans. Signal Process., 2015)

Coordinated Multicasting With Opportunistic User Selection in Multicell Wireless Systems. - Hong, Yao-Win Peter; Li, Wei-Chiang; Chang, Tsung-Hui; Lee, Chia-Han (IEEE Trans. Signal Process., 2015)

Efficient Solutions to Distributed Beamforming for Two-Way Relay Networks Under Individual Relay Power Constraints. - Yang, Ye; Chang, Tsung-Hui; Lin, Meilu; Ge, Jianhua; Ji, Yancheng (IEEE Trans. Veh. Technol., 2015)

On the Convexity of Energy-Efficient Packet Scheduling Problem with Finite Blocklength Codes. - Xu, Shengfeng; Chang, Tsung-Hui; Lin, Shih-Chun; Shen, Chao; Zhu, Gang (2015)

A randomized dual consensus ADMM method for multi-agent distributed optimization. - Chang, Tsung-Hui (2015)

A consensus-based decentralized algorithm for non-convex optimization with application to dictionary learning. - Wai, Hoi-To; Chang, Tsung-Hui; Scaglione, Anna (2015)

Coordinated Multicasting with Opportunistic User Selection in Multicell Wireless Systems. - Hong, Yao-Win Peter; Li, Wei-Chiang; Chang, Tsung-Hui; Lee, Chia-Han (CoRR, 2015)

Asynchronous Distributed ADMM for Large-Scale Optimization- Part I: Algorithm and Convergence Analysis. - Chang, Tsung-Hui; Hong, Mingyi; Liao, Wei-Cheng; Wang, Xiangfeng (CoRR, 2015)

Asynchronous Distributed ADMM for Large-Scale Optimization- Part II: Linear Convergence Analysis and Numerical Performance. - Chang, Tsung-Hui; Liao, Wei-Cheng; Hong, Mingyi; Wang, Xiangfeng (CoRR, 2015)

Stochastic Proximal Gradient Consensus Over Random Networks. - Hong, Mingyi; Chang, Tsung-Hui (CoRR, 2015)

Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method. - Chang, Tsung-Hui; Nedic, Angelia; Scaglione, Anna (IEEE Trans. Autom. Control., 2014)

Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization. - Wang, Kun-Yu; So, Anthony Man-Cho; Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (IEEE Trans. Signal Process., 2014)

Joint Beamforming and Power Splitting for MISO Interference Channel With SWIPT: An SOCP Relaxation and Decentralized Algorithm. - Shi, Qingjiang; Xu, WeiQiang; Chang, Tsung-Hui; Wang, Yongchao; Song, Enbin (IEEE Trans. Signal Process., 2014)

Wireless Information and Energy Transfer in Multi-Antenna Interference Channel. - Shen, Chao; Li, Wei-Chiang; Chang, Tsung-Hui (IEEE Trans. Signal Process., 2014)

On the complexity of SINR outage constrained max-min-fairness multicell coordinated beamforming problem. - Li, Wei-Chiang; Chang, Tsung-Hui; Chi, Chong-Yung (2014)

Multi-agent distributed large-scale optimization by inexact consensus alternating direction method of multipliers. - Chang, Tsung-Hui; Hong, Mingyi; Wang, Xiangfeng (2014)

A block coordinate descent method of multipliers: Convergence analysis and applications. - Hong, Mingyi; Chang, Tsung-Hui; Wang, Xiangfeng; Razaviyayn, Meisam; Ma, Shiqian; Luo, Zhi-Quan (2014)

Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers. - Wang, Xiangfeng; Hong, Mingyi; Chang, Tsung-Hui; Razaviyayn, Meisam; Luo, Zhi-Quan (2014)

Multi-Agent Distributed Optimization via Inexact Consensus ADMM. - Chang, Tsung-Hui; Hong, Mingyi; Wang, Xiangfeng (CoRR, 2014)

Multicell Coordinated Beamforming with Rate Outage Constraint-Part I: Complexity Analysis. - Li, Wei-Chiang; Chang, Tsung-Hui; Chi, Chong-Yung (CoRR, 2014)

Multicell Coordinated Beamforming with Rate Outage Constraint-Part II: Efficient Approximation Algorithms. - Li, Wei-Chiang; Chang, Tsung-Hui; Chi, Chong-Yung (CoRR, 2014)

A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization. - Chang, Tsung-Hui (CoRR, 2014)

Real-Time Power Balancing Via Decentralized Coordinated Home Energy Scheduling. - Chang, Tsung-Hui; Alizadeh, Mahnoosh; Scaglione, Anna (IEEE Trans. Smart Grid, 2013)

Coordinated Beamforming for Multiuser MISO Interference Channel Under Rate Outage Constraints. - Li, Wei-Chiang; Chang, Tsung-Hui; Lin, Che; Chi, Chong-Yung (IEEE Trans. Signal Process., 2013)

Two-Way Training for Discriminatory Channel Estimation in Wireless MIMO Systems. - Huang, Chao-Wei; Chang, Tsung-Hui; Zhou, Xiangyun; Hong, Yao-Win Peter (IEEE Trans. Signal Process., 2013)

Power Allocation and Time-Domain Artificial Noise Design for Wiretap OFDM with Discrete Inputs. - Qin, Haohao; Sun, Yin; Chang, Tsung-Hui; Chen, Xiang; Chi, Chong-Yung; Zhao, Ming; Wang, Jing (IEEE Trans. Wirel. Commun., 2013)

Robust Hybrid Beamforming with Phased Antenna Arrays for Downlink SDMA in Indoor 60 GHz Channels. - Wu, Sau-Hsuan; Chiu, Lin-Kai; Lin, Ko-Yen; Chang, Tsung-Hui (IEEE Trans. Wirel. Commun., 2013)

Distributed sparse regression by consensus-based primal-dual perturbation optimization. - Chang, Tsung-Hui; Nedic, Angelia; Scaglione, Anna (2013)

On Modeling and Marketing the Demand Flexibility of Deferrable Loads at the Wholesale Level. - Alizadeh, Mahnoosh; Chang, Tsung-Hui; Scaglione, Anna (2013)

Outage constrained weighted sum rate maximization for MISO interference channel by pricing-based optimization. - Li, Wei-Chiang; Chang, Tsung-Hui; Lin, Che; Chi, Chong-Yung (2013)

Optimal sensor placement for hybrid state estimation in smart grid. - Li, Xiao; Scaglione, Anna; Chang, Tsung-Hui (2013)

Achieving full cooperative and frequency diversity in bit-interleaved coded two-way relay networks. - Yang, Ye; Chang, Tsung-Hui; Ge, Jianhua; Ma, Wing-Kin; Ching, P. C. (2013)

Two-Way Training for Discriminatory Channel Estimation in Wireless MIMO Systems - Huang, Chao-Wei; Chang, Tsung-Hui; Zhou, Xiangyun; Hong, Yao-Win Peter (CoRR, 2013)

Simultaneous Information and Energy Transfer: A Two-User MISO Interference Channel Case - Shen, Chao; Li, Wei-Chiang; Chang, Tsung-Hui (CoRR, 2013)

Power Allocation and Time-Domain Artificial Noise Design for Wiretap OFDM with Discrete Inputs - Qin, Haohao; Sun, Yin; Chang, Tsung-Hui; Chen, Xiang; Chi, Chong-Yung; Zhao, Ming; Wang, Jing (CoRR, 2013)

Real-Time Power Balancing via Decentralized Coordinated Home Energy Scheduling - Chang, Tsung-Hui; Alizadeh, Mahnoosh; Scaglione, Anna (CoRR, 2013)

Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method - Chang, Tsung-Hui; Nedic, Angelia; Scaglione, Anna (CoRR, 2013)

Wireless Information and Energy Transfer in Multi-Antenna Interference Channel. - Shen, Chao; Li, Wei-Chiang; Chang, Tsung-Hui (CoRR, 2013)

Optimal Real-Time Spectrum Sharing Between Cooperative Relay and Ad hoc Networks. - Sun, Yin; Zhong, Xiaofeng; Chang, Tsung-Hui; Zhou, Shidong; Wang, Jing; Chi, Chong-Yung (IEEE Trans. Signal Process., 2012)

Distributed Robust Multicell Coordinated Beamforming With Imperfect CSI: An ADMM Approach. - Shen, Chao; Chang, Tsung-Hui; Wang, Kun-Yu; Qiu, Zhengding; Chi, Chong-Yung (IEEE Trans. Signal Process., 2012)

Noncoherent OSTBC-OFDM for MIMO and Cooperative Communications: Perfect Channel Identifiability and Achievable Diversity Order. - Chang, Tsung-Hui; Ma, Wing-Kin; Huang, Chuan-Yuan; Chi, Chong-Yung (IEEE Trans. Signal Process., 2012)

Noncoherent Bit-Interleaved Coded OSTBC-OFDM with Maximum Spatial-Frequency Diversity. - Yang, Ye; Chang, Tsung-Hui; Ma, Wing-Kin; Ge, Jianhua; Chi, Chong-Yung; Ching, Pak-Chung (IEEE Trans. Wirel. Commun., 2012)

Grid integration of distributed renewables through coordinated demand response. - Alizadeh, Mahnoosh; Chang, Tsung-Hui; Scaglione, Anna (2012)

Simultaneous information and energy transfer: A Two-user MISO interference channel case. - Shen, Chao; Li, Wei-Chiang; Chang, Tsung-Hui (2012)

Chance-constrained robust beamforming for multi-cell coordinated downlink. - Shen, Chao; Chang, Tsung-Hui; Wang, Kun-Yu; Qiu, Zhengding; Chi, Chong-Yung (2012)

Optimal transmission strategy for outage rate maximization in MISO fading channels with training. - Wang, Kun-Yu; Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (2012)

How much training is enough for secrecy beamforming with artificial noise. - Liu, Ta-Yuan; Lin, Shih-Chun; Chang, Tsung-Hui; Hong, Yao-Win Peter (2012)

The emergence of deferrable energy requests and a greener future: What stands in the way? - Alizadeh, Mahnoosh; Chang, Tsung-Hui; Scaglione, Anna; Chen, Chen; Kishore, Shalinee (2012)

Noncoherent amplify-and-forward cooperative OFDM in block fading channels. - Yang, Ye; Ge, Jianhua; Chang, Tsung-Hui; Sun, Yin (2012)

Worst-Case Robust Multiuser Transmit Beamforming Using Semidefinite Relaxation: Duality and Implications - Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (CoRR, 2012)

Coordinated Home Energy Management for Real-Time Power Balancing - Chang, Tsung-Hui; Alizadeh, Mahnoosh; Scaglione, Anna (CoRR, 2012)

QoS-Based Transmit Beamforming in the Presence of Eavesdroppers: An Optimized Artificial-Noise-Aided Approach. - Liao, Wei-Cheng; Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (IEEE Trans. Signal Process., 2011)

On the Impact of Quantized Channel Feedback in Guaranteeing Secrecy with Artificial Noise: The Noise Leakage Problem. - Lin, Shih-Chun; Chang, Tsung-Hui; Liang, Ya-Lan; Hong, Yao-Win Peter; Chi, Chong-Yung (IEEE Trans. Wirel. Commun., 2011)

Two-way discriminatory channel estimation for non-reciprocal wireless MIMO channels. - Huang, Chao-Wei; Chang, Tsung-Hui; Zhou, Xiangyun; Hong, Yao-Win Peter (2011)

Worst-case robust multiuser transmit beamforming using semidefinite relaxation: duality and implications. - Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (2011)

Probabilistic SINR constrained robust transmit beamforming: A Bernstein-type inequality based conservative approach. - Wang, Kun-Yu; Chang, Tsung-Hui; Ma, Wing-Kin; So, Anthony Man-Cho; Chi, Chong-Yung (2011)

A convex approximation approach to weighted sum rate maximization of multiuser MISO interference channel under outage constraints. - Li, Wei-Chiang; Chang, Tsung-Hui; Lin, Che; Chi, Chong-Yung (2011)

Joint Training and Beamforming Design for Performance Discrimination Using Artificial Noise. - Chang, Tsung-Hui; Chiang, Wei-Cheng; Hong, Yao-Win Peter; Chi, Chong-Yung (2011)

Two-Way Training Design for Discriminatory Channel Estimation in Wireless MIMO Systems. - Huang, Chao-Wei; Zhou, Xiangyun; Chang, Tsung-Hui; Hong, Yao-Win Peter (2011)

Worst-Case SINR Constrained Robust Coordinated Beamforming for Multicell Wireless Systems. - Shen, Chao; Wang, Kun-Yu; Chang, Tsung-Hui; Qiu, Zhengding; Chi, Chong-Yung (2011)

Spectrum Sharing between Cooperative Relay and Ad-hoc Networks: Dynamic Spectrum Access, Resource Allocation and Real-time Implementation - Sun, Yin; Zhong, Xiaofeng; Chang, Tsung-Hui; Zhou, Shidong; Wang, Jing; Chi, Chong-Yung (CoRR, 2011)

Worst-Case SINR Constrained Robust Coordinated Beamforming for Multicell Wireless Systems - Shen, Chao; Wang, Kun-Yu; Chang, Tsung-Hui; Qiu, Zhengding; Chi, Chong-Yung (CoRR, 2011)

Distributed Robust Multi-Cell Coordinated Beamforming with Imperfect CSI: An ADMM Approach - Shen, Chao; Chang, Tsung-Hui; Wang, Kun-Yu; Qiu, Zhengding; Chi, Chong-Yung (CoRR, 2011)

Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization - Wang, Kun-Yu; So, Anthony Man-Cho; Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (CoRR, 2011)

Coordinated Beamforming for Multiuser MISO Interference Channel under Rate Outage Constraints - Li, Wei-Chiang; Chang, Tsung-Hui; Lin, Che; Chi, Chong-Yung (CoRR, 2011)

A linear fractional semidefinite relaxation approach to maximum-likelihood detection of higher-order QAM OSTBC in unknown channels. - Chang, Tsung-Hui; Hsin, Chien-Wei; Ma, Wing-Kin; Chi, Chong-Yung (IEEE Trans. Signal Process., 2010)

Training Sequence Design for Discriminatory Channel Estimation in Wireless MIMO Systems. - Chang, Tsung-Hui; Chiang, Wei-Cheng; Hong, Yao-Win Peter; Chi, Chong-Yung (IEEE Trans. Signal Process., 2010)

A semidefinite relaxation based conservative approach to robust transmit beamforming with probabilistic sinr constraints. - Wang, Kun-Yu; Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (2010)

Joint transmit beamforming and artificial noise design for QoS discrimination inwireless downlink. - Liao, Wei-Cheng; Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (2010)

On the Impact of Quantized Channel Direction Feedback in Multiple-Antenna Wiretap Channels. - Lin, Shih-Chun; Chang, Tsung-Hui; Hong, Yao-Win Peter; Chi, Chong-Yung (2010)

Decentralized Reduced-Rank Multiuser Relaying for Cooperative Uplink CDMA Networks. - Huang, Wan-Jen; Wang, Yung-Shun; Hong, Yao-Win Peter; Chang, Tsung-Hui (2010)

SDP relaxation of homogeneous quadratic optimization. - Luo, Zhi-Quan; Chang, Tsung-Hui (2010)

A convex approximation approach to Weighted Sum Rate Maximization of Multiuser MISO Interference Channel under outage constraints - Li, Wei-Chiang; Chang, Tsung-Hui; Lin, Che; Chi, Chong-Yung (CoRR, 2010)

Non-Cancellation Multistage Kurtosis Maximization with Prewhitening for Blind Source Separation. - Chen, Xiang; Chi, Chong-Yung; Chang, Tsung-Hui; Wong, Chon-Wa (EURASIP J. Adv. Signal Process., 2009)

The Equivalence of Semidefinite Relaxation MIMO Detectors for Higher-Order QAM. - Ma, Wing-Kin; Su, Chao-Cheng; Jaldén, Joakim; Chang, Tsung-Hui; Chi, Chong-Yung (IEEE J. Sel. Top. Signal Process., 2009)

Linear prediction based semiblind channel estimation for multiuser OFDM with insufficient guard interval. - De, P.; Chang, Tsung-Hui; Chi, Chong-Yung (IEEE Trans. Wirel. Commun., 2009)

On perfect channel identifiability of semiblind ML detection of orthogonal space-time block coded OFDM. - Chang, Tsung-Hui; Ma, Wing-Kin; Huang, Chuan-Yuan; Chi, Chong-Yung (2009)

On the impact of quantized channel feedback in guaranteeing secrecy with artificial noise. - Liang, Ya-Lan; Wang, Yung-Shun; Chang, Tsung-Hui; Hong, Yao-Win Peter; Chi, Chong-Yung (2009)

Maximum-Likelihood Detection of Orthogonal Space-Time Block Coded OFDM in Unknown Block Fading Channels. - Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (IEEE Trans. Signal Process., 2008)

Approximation Bounds for Semidefinite Relaxation of Max-Min-Fair Multicast Transmit Beamforming Problem. - Chang, Tsung-Hui; Luo, Zhi-Quan; Chi, Chong-Yung (IEEE Trans. Signal Process., 2008)

A convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM. - Chang, Tsung-Hui; Luo, Zhi-Quan; Deng, Li; Chi, Chong-Yung (2008)

A Linear Fractional Semidefinite Relaxed ML Approach to Blind Detection of 16-QAM Orthogonal Space-Time Block Codes. - Hsin, Chien-Wei; Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (2008)

The Equivalence of Semidefinite Relaxation MIMO Detectors for Higher-Order QAM - Ma, Wing-Kin; Su, Chao-Cheng; Jaldén, Joakim; Chang, Tsung-Hui; Chi, Chong-Yung (CoRR, 2008)

Semiblind ML OSTBC-OFDM Detection in Block Fading Channels. - Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (2007)

Group-wise blind OFDM ML detection for complexity reduction. - Chang, Tsung-Hui; Ma, Wing-Kin; Chi, Chong-Yung (2006)