Tsung-Hui Chang

301 papers A* 9A 2B 8Misc 32Journal 191Unranked 58
YearRankTypeTitle / Venue / Authors
2026 J jnl
DeepFP: Deep-Unfolded Fractional Programming for MIMO Beamforming.
CoRR
Jianhang Zhu, Tsung-Hui Chang, Liyao Xiang, Kaiming Shen
2026 J jnl
DeepFP: Deep-Unfolded Fractional Programming for MIMO Beamforming.
IEEE Trans. Commun.
Jianhang Zhu, Tsung-Hui Chang, Liyao Xiang, Kaiming Shen
2026 J jnl
Environment-Aware Network-Level Design of Generalized Pinching-Antenna Systems-Part I: Traffic-Aware Case.
CoRR
Yanqing Xu, Zhiguo Ding, Xiu Yin Zhang, Trung Q. Duong, Tsung-Hui Chang
2026 J jnl
Environment-Aware Network-Level Design of Generalized Pinching-Antenna Systems-Part II: Geometry-Aware Case.
CoRR
Yanqing Xu, Zhiguo Ding, Xiu Yin Zhang, Trung Q. Duong, Tsung-Hui Chang
2026 J jnl
Generalized Pinching-Antenna Systems: A Tutorial on Principles, Design Strategies, and Future Directions.
IEEE Commun. Surv. Tutorials
Yanqing Xu, Jingjing Cui, Yongxu Zhu, Zhiguo Ding, Tsung-Hui Chang, Robert Schober, Vincent W. S. Wong, Octavia A. Dobre, George K. Karagiannidis, H. Vincent Poor, Xiaohu You
2026 J jnl
Lightweight Federated Learning in Mobile Edge Computing With Statistical and Device Heterogeneity Awareness.
IEEE Trans. Mob. Comput.
Jinghong Tan, Zhichen Zhang, Kun Guo, Tsung-Hui Chang, Tony Q. S. Quek
2026 J jnl
PEMNet: Towards Autonomous and Enhanced Environment-Aware Mobile Networks.
CoRR
Lei Li, Yanqing Xu, Ye Xue, Feng Yin, Chao Shen, Rui Zhang, Tsung-Hui Chang
2026 J jnl
Pinching-Antenna Systems With In-Waveguide Attenuation: Performance Analysis and Algorithm Design.
IEEE Trans. Wirel. Commun.
Yanqing Xu, Zhiguo Ding, Robert Schober, Tsung-Hui Chang
2026 J jnl
Robust Federated Learning in Unreliable Wireless Networks: A Client Selection Approach.
IEEE Trans. Mob. Comput.
Yanmeng Wang, Wenkai Ji, Jian Zhou, Fu Xiao, Tsung-Hui Chang
2025 J jnl
A Measurement Report Data-Driven Framework for Localized Statistical Channel Modeling.
CoRR
Xinyu Qin, Ye Xue, Qi Yan, Shutao Zhang, Bingsheng Peng, Tsung-Hui Chang
2025 J jnl
Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs.
CoRR
Richard Cornelius Suwandi, Feng Yin, Juntao Wang, Renjie Li, Tsung-Hui Chang, Sergios Theodoridis
2025 J jnl
Beamforming Optimization for Robust Sensing and Communication in Dynamic mmWave MIMO Networks.
IEEE J. Sel. Areas Commun.
Lei Li, Jiawei Zhang, Tsung-Hui Chang
2025 J jnl
Decentralized Rank-Adaptive Matrix Factorization - Part I: Algorithm Development.
IEEE Trans. Signal Process.
Yuchen Jiao, Yuantao Gu, Tsung-Hui Chang, Zhi-Quan Luo
2025 J jnl
Decentralized Rank-Adaptive Matrix Factorization - Part II: Convergence Analysis.
IEEE Trans. Signal Process.
Yuchen Jiao, Yuantao Gu, Tsung-Hui Chang, Zhi-Quan Luo
2025 — conf
DeepFP: Deep-Unfolded Fractional Programming for Massive MIMO Beamforming.
SPAWC
Jianhang Zhu, Tsung-Hui Chang, Liyao Xiang, Kaiming Shen
2025 J jnl
Differentially Private Federated Stochastic Primal-Dual Learning for Internet of Vehicles.
IEEE Internet Things J.
Yiwei Li, Shuai Wang, Tsung-Hui Chang
2025 J jnl
Diffusion Sampling Path Tells More: An Efficient Plug-and-Play Strategy for Sample Filtering.
CoRR
Sixian Wang, Zhiwei Tang, Tsung-Hui Chang
2025 J jnl
Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems: State-of-the-Art and Future Directions.
IEEE J. Sel. Top. Signal Process.
Yanqing Xu, Erik G. Larsson, Eduard A. Jorswieck, Xiao Li, Shi Jin, Tsung-Hui Chang
2025 J jnl
Efficient LMMSE Equalization for Massive MIMO Systems Under Decentralized Baseband Processing Architecture.
IEEE J. Sel. Areas Commun.
Xiaotong Zhao, Mian Li, Bo Wang, Enbin Song, Tsung-Hui Chang, Qingjiang Shi
2025 J jnl
Eliminating Inductive Bias in Reward Models with Information-Theoretic Guidance.
CoRR
Zhuo Li, Pengyu Cheng, Zhechao Yu, Feifei Tong, Anningzhe Gao, Tsung-Hui Chang, Xiang Wan, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang
2025 J jnl
GNN-Based Structured Bayesian Inference for Multi-Grid Localized Statistical Channel Modeling.
IEEE Trans. Wirel. Commun.
Yiheng Wang, Ye Xue, Shutao Zhang, Tsung-Hui Chang
2025 J jnl
Generalized Pinching-Antenna Systems: A Tutorial on Principles, Design Strategies, and Future Directions.
CoRR
Yanqing Xu, Jingjing Cui, Yongxu Zhu, Zhiguo Ding, Tsung-Hui Chang, Robert Schober, Vincent W. S. Wong, Octavia A. Dobre, George K. Karagiannidis, H. Vincent Poor, Xiaohu You
2025 J jnl
Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems.
IEEE J. Sel. Top. Signal Process.
Tsung-Hui Chang, Eduard A. Jorswieck, Erik G. Larsson, Xiao Li, A. Lee Swindlehurst
2025 A* conf
Inference-Time Alignment of Diffusion Models with Direct Noise Optimization.
ICML
Zhiwei Tang, Jiangweizhi Peng, Jiasheng Tang, Mingyi Hong, Fan Wang, Tsung-Hui Chang
2025 J jnl
Joint Fronthaul Compression and Power Allocation Optimization for Networked ISAC.
IEEE Trans. Veh. Technol.
Kexin Zhang, Lei Li, Tsung-Hui Chang, Chao Shen, Ruisi He
2025 — conf
Joint Scheduling and Beamforming Design in ISAC Networks for Multi-Target Tracking.
SPAWC
Kexin Zhang, Yanqing Xu, Lei Li, Ruisi He, Chao Shen, Tsung-Hui Chang
2025 J jnl
Learning to Gridize: Segment Physical World by Wireless Communication Channel.
CoRR
Juntao Wang, Feng Yin, Tian Ding, Tsung-Hui Chang, Zhi-Quan Luo, Qi Yan
2025 J jnl
Lightweight Federated Learning in Mobile Edge Computing with Statistical and Device Heterogeneity Awareness.
CoRR
Jinghong Tan, Zhichen Zhang, Kun Guo, Tsung-Hui Chang, Tony Q. S. Quek
2025 Misc conf
Networked ISAC Beamforming Design with Capacity-Limited Fronthaul Links.
ICASSP
Kexin Zhang, Yanqing Xu, Tsung-Hui Chang
2025 J jnl
Optimal Joint Fronthaul Compression and Beamforming Design for Networked ISAC Systems.
IEEE Trans. Signal Process.
Kexin Zhang, Yanqing Xu, Ruisi He, Chao Shen, Tsung-Hui Chang
2025 J jnl
Pinching-Antenna System Design under Random LoS and NLoS Channels.
CoRR
Yanqing Xu, Yang Lu, Zhiguo Ding, Tsung-Hui Chang
2025 J jnl
Pinching-Antenna System Design with LoS Blockage: Does In-Waveguide Attenuation Matter?
CoRR
Yanqing Xu, Zhiguo Ding, Octavia A. Dobre, Tsung-Hui Chang
2025 J jnl
Pinching-Antenna Systems with In-Waveguide Attenuation: Performance Analysis and Algorithm Design.
CoRR
Yanqing Xu, Zhiguo Ding, Robert Schober, Tsung-Hui Chang
2025 J jnl
Prototype-Oriented Clean Subset Extraction for Noisy Long-Tailed Classification.
IEEE Trans. Circuits Syst. Video Technol.
Zhuo Li, He Zhao, Anningzhe Gao, Dandan Guo, Tsung-Hui Chang, Xiang Wan
2025 J jnl
QoS-Based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality.
IEEE Trans. Signal Process.
Xilai Fan, Ya-Feng Liu, Liang Liu, Tsung-Hui Chang
2025 J jnl
RF-LSCM: Pushing Radiance Fields to Multi-Domain Localized Statistical Channel Modeling for Cellular Network Optimization.
CoRR
Bingsheng Peng, Shutao Zhang, Xi Zheng, Ye Xue, Xinyu Qin, Tsung-Hui Chang
2025 J jnl
Robust Federated Fine-Tuning in Heterogeneous Networks with Unreliable Connections: An Aggregation View.
CoRR
Yanmeng Wang, Zhiwen Dai, Shuai Wang, Jian Zhou, Xiao Fu, Tony Q. S. Quek, Tsung-Hui Chang
2025 J jnl
Robust Federated Learning in Unreliable Wireless Networks: A Client Selection Approach.
CoRR
Yanmeng Wang, Wenkai Ji, Jian Zhou, Xiao Fu, Tsung-Hui Chang
2025 J jnl
Robust Network Optimization by Deep Generative Models and Stochastic Optimization.
IEEE Trans. Wirel. Commun.
Shutao Zhang, Ye Xue, Zhiwei Tang, Hao Wang, Chao Shen, Qingjiang Shi, Tsung-Hui Chang
2025 J jnl
Transformer-Inspired Deep Adaptive CSI Sensing With Learnable Quantizer.
IEEE Trans. Veh. Technol.
Qian Chen, Lei Li, Xiaodong Luo, Tsung-Hui Chang
2025 A* conf
When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach.
ICLR
Qian Chen, Lei Li, Qian Li, Jianghua Wu, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang, Qingjiang Shi
2025 J jnl
When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach.
CoRR
Chen Qian, Lei Li, Qian Li, Jianghua Wu, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang, Qingjiang Shi
2025 J jnl
Why Batch Normalization Damage Federated Learning on Non-IID Data?
IEEE Trans. Neural Networks Learn. Syst.
Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang
2024 — conf
A Penalty-Dual Learning Framework for Multi-User QoS-Constrained Beamforming.
SPAWC
Yang Li, Ya-Feng Liu, Fan Xu, Qingjiang Shi, Tsung-Hui Chang
2024 J jnl
A Physics-Based and Data-Driven Approach for Localized Statistical Channel Modeling.
IEEE Trans. Wirel. Commun.
Shutao Zhang, Xinzhi Ning, Xi Zheng, Qingjiang Shi, Tsung-Hui Chang, Zhi-Quan Luo
2024 Misc conf
A Robust GLRT Detector Against Missing Data in Cooperative Sensing.
ICASSP
Jinghui Guan, Rui Zhou, Wenqiang Pu, Qingjiang Shi, Tsung-Hui Chang
2024 J jnl
A Survey of Advances in Optimization Methods for Wireless Communication System Design.
CoRR
Ya-Feng Liu, Tsung-Hui Chang, Mingyi Hong, Zheyu Wu, Anthony Man-Cho So, Eduard A. Jorswieck, Wei Yu
2024 J jnl
A Survey of Recent Advances in Optimization Methods for Wireless Communications.
IEEE J. Sel. Areas Commun.
Ya-Feng Liu, Tsung-Hui Chang, Mingyi Hong, Zheyu Wu, Anthony Man-Cho So, Eduard A. Jorswieck, Wei Yu
2024 A* conf
Accelerating Parallel Sampling of Diffusion Models.
ICML
Zhiwei Tang, Jiasheng Tang, Hao Luo, Fan Wang, Tsung-Hui Chang
2024 J jnl
Accelerating Parallel Sampling of Diffusion Models.
CoRR
Zhiwei Tang, Jiasheng Tang, Hao Luo, Fan Wang, Tsung-Hui Chang
2024 J jnl
Communication-Efficient Activity Detection for Cell-Free Massive MIMO: An Augmented Model-Driven End-to-End Learning Framework.
IEEE Trans. Wirel. Commun.
Qingfeng Lin, Yang Li, Wei-Bin Kou, Tsung-Hui Chang, Yik-Chung Wu
2024 J jnl
Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems: State-of-the-Art and Future Directions.
CoRR
Yanqing Xu, Erik G. Larsson, Eduard A. Jorswieck, Xiao Li, Shi Jin, Tsung-Hui Chang
2024 Misc conf
FedLion: Faster Adaptive Federated Optimization with Fewer Communication.
ICASSP
Zhiwei Tang, Tsung-Hui Chang
2024 J jnl
FedLion: Faster Adaptive Federated Optimization with Fewer Communication.
CoRR
Zhiwei Tang, Tsung-Hui Chang
2024 — conf
Fronthaul-Efficient Multiuser Equalization for Multi-Carrier Massive MIMO Systems with Decentralized Baseband Processing.
SPAWC
Yanqing Xu, Lin Zhu, Rui Shi, Tsung-Hui Chang
2024 J jnl
Guest Editorial Advanced Optimization Theory and Algorithms for Next-Generation Wireless Communication Networks.
IEEE J. Sel. Areas Commun.
Ya-Feng Liu, Tsung-Hui Chang, Mingyi Hong, Anthony Man-Cho So, Eduard A. Jorswieck, Wei Yu
2024 Misc conf
Isac Beamforming Optimization For Robust Transmission In Dynamic Mmwave Mimo Networks.
ICASSP
Lei Li, Tenghao Cai, Tsung-Hui Chang
2024 J jnl
Joint Compression and Multiuser Equalization for Multi-Carrier Massive MIMO Systems With Decentralized Baseband Processing.
IEEE Trans. Signal Process.
Yanqing Xu, Lin Zhu, Rui Shi, Tsung-Hui Chang
2024 J jnl
Learning to Optimize QoS-Constrained Beamforming in Multi-User Systems: A Penalty-Dual Framework.
IEEE Trans. Wirel. Commun.
Yang Li, Ya-Feng Liu, Fan Xu, Qingjiang Shi, Tsung-Hui Chang
2024 — conf
Linear Compression-based Precoding for Massive MIMO Systems with Decentralized Baseband Processing.
ICC Workshops
Rui Shi, Yanqing Xu, Lin Zhu, Tsung-Hui Chang
2024 J jnl
Mapping medical image-text to a joint space via masked modeling.
Medical Image Anal.
Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang
2024 — conf
Neural Enhanced Variational Bayesian Inference on Graphs for Localized Statistical Channel Modeling.
ICC
Yiheng Wang, Shutao Zhang, Ye Xue, Tianshu Yu, Qingjiang Shi, Tsung-Hui Chang
2024 Misc conf
Sensing-Assisted Distributed User Scheduling and Beamforming in Muli-Cell mmWave Networks.
ICASSP
Tenghao Cai, Lei Li, Tsung-Hui Chang
2024 A* conf
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization.
NeurIPS
Qian Chen, Tianjian Zhang, Linxin Yang, Qingyu Han, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang
2024 J jnl
Tuning-Free Alignment of Diffusion Models with Direct Noise Optimization.
CoRR
Zhiwei Tang, Jiangweizhi Peng, Jiasheng Tang, Mingyi Hong, Fan Wang, Tsung-Hui Chang
2024 A* conf
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles.
ICLR
Zhiwei Tang, Dmitry Rybin, Tsung-Hui Chang
2024 A* conf
z-SignFedAvg: A Unified Stochastic Sign-Based Compression for Federated Learning.
AAAI
Zhiwei Tang, Yanmeng Wang, Tsung-Hui Chang
2023 A* conf
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER.
AAAI
Jinpeng Hu, Dandan Guo, Yang Liu, Zhuo Li, Zhihong Chen, Xiang Wan, Tsung-Hui Chang
2023 — conf
Approaching Centralized Multi-cell Coordinated Beamforming with Limited Backhaul Signaling.
ICC
Tenghao Cai, Songyang Ge, Yanqing Xu, Tsung-Hui Chang
2023 Misc conf
Batch Normalization Damages Federated Learning on NON-IID Data: Analysis and Remedy.
ICASSP
Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang
2023 A* conf
Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework.
AAAI
Shuai Wang, Yanqing Xu, Zhiguo Wang, Tsung-Hui Chang, Tony Q. S. Quek, Defeng Sun
2023 J jnl
CSI Sensing From Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach.
IEEE Trans. Wirel. Commun.
Lei Li, Xing Zeng, Ya-Feng Liu, Yanqing Xu, Tsung-Hui Chang
2023 J jnl
Communication-Efficient Decentralized Linear Precoding for Massive MU-MIMO Systems.
IEEE Trans. Signal Process.
Xiaotong Zhao, Mian Li, Yang Liu, Tsung-Hui Chang, Qingjiang Shi
2023 — conf
Communication-Efficient Joint Signal Compression and Activity Detection in Cell-Free Massive MIMO.
ICC
Qingfeng Lin, Yang Li, Wei-Bin Kou, Tsung-Hui Chang, Yik-Chung Wu
2023 J jnl
Downlink CSI Recovery in Massive MIMO Systems by Proactive Sensing.
IEEE Wirel. Commun. Lett.
Lei Li, Minghe Zhu, Shuqiang Xia, Tsung-Hui Chang
2023 A* conf
EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition.
AAAI
Yang Liu, Jinpeng Hu, Zhihong Chen, Xiang Wan, Tsung-Hui Chang
2023 — conf
Embracing Uncertainty: A Diffusion Generative Model of Spectrum Efficiency in 5G Networks.
WCSP
Hao Wang, Zhiwei Tang, Shutao Zhang, Chao Shen, Tsung-Hui Chang
2023 J jnl
FedHD: Communication-efficient federated learning from hybrid data.
J. Frankl. Inst.
Haiqing Gao, Songyang Ge, Tsung-Hui Chang
2023 — conf
Gradient Tracking with Multiple Local SGD for Decentralized Non-Convex Learning.
CDC
Songyang Ge, Tsung-Hui Chang
2023 J jnl
Gradient and Variable Tracking with Multiple Local SGD for Decentralized Non-Convex Learning.
CoRR
Songyang Ge, Tsung-Hui Chang
2023 — conf
Improving Grammatical Error Correction with Multimodal Feature Integration.
ACL (Findings)
Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao, Tsung-Hui Chang
2023 — conf
Improving Radiology Summarization with Radiograph and Anatomy Prompts.
ACL (Findings)
Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang
2023 Misc conf
Information and Sensing Beamforming Optimization for Multi-User Multi-Target MIMO ISAC Systems.
ICASSP
Minghe Zhu, Lei Li, Shuqiang Xia, Tsung-Hui Chang
2023 J jnl
Information and sensing beamforming optimization for multi-user multi-target MIMO ISAC systems.
EURASIP J. Adv. Signal Process.
Minghe Zhu, Lei Li, Shuqiang Xia, Tsung-Hui Chang
2023 J jnl
Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving.
IEEE Wirel. Commun. Lett.
Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang
2023 — conf
Learning Beams Adaptive to the Environment: An RSRP-based Codebook Design.
SPAWC
Xinzhi Ning, Shutao Zhang, Ye Xue, Xi Zheng, Qingjiang Shi, Tsung-Hui Chang
2023 A conf
Learning Structured Communication for Multi-Agent Reinforcement Learning.
AAMAS
Junjie Sheng, Xiangfeng Wang, Bo Jin, Wenhao Li, Jun Wang, Junchi Yan, Tsung-Hui Chang, Hongyuan Zha
2023 J jnl
Learning to Beamform in Heterogeneous Massive MIMO Networks.
IEEE Trans. Wirel. Commun.
Minghe Zhu, Tsung-Hui Chang, Mingyi Hong
2023 J jnl
Low-Complexity Channel Estimation for Massive MIMO Systems With Decentralized Baseband Processing.
IEEE Trans. Signal Process.
Yanqing Xu, Bo Wang, Enbin Song, Qingjiang Shi, Tsung-Hui Chang
2023 A conf
Low-rank matrix recovery with unknown correspondence.
UAI
Zhiwei Tang, Tsung-Hui Chang, Xiaojing Ye, Hongyuan Zha
2023 J jnl
Model-Driven Deep Learning ADMM Decoder for Irregular Binary LDPC Codes.
IEEE Commun. Lett.
Xiaomeng Guo, Tsung-Hui Chang, Yongchao Wang
2023 J jnl
QoS-based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality.
CoRR
Xilai Fan, Ya-Feng Liu, Liang Liu, Tsung-Hui Chang
2023 J jnl
SRCON: A Data-Driven Network Performance Simulator for Real-World Wireless Networks.
IEEE Commun. Mag.
Zhi-Quan Luo, Xi Zheng, David López-Pérez, Qi Yan, Xin Chen, Nanbin Wang, Qingjiang Shi, Tsung-Hui Chang, Adrian García-Rodríguez
2023 Misc conf
Sparse Aggregation-Based Channel Estimation For Massive Mimo Systems With Decentralized Baseband Processing.
ICASSP
Yanqing Xu, Enbin Song, Qingjiang Shi, Tsung-Hui Chang
2023 J jnl
Structured Sparse Non-Negative Matrix Factorization With $\ell _{2,0}$ℓ2,0-Norm.
IEEE Trans. Knowl. Data Eng.
Wenwen Min, Taosheng Xu, Xiang Wan, Tsung-Hui Chang
2023 J jnl
Why Batch Normalization Damage Federated Learning on Non-IID Data?
CoRR
Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang
2023 J jnl
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles.
CoRR
Zhiwei Tang, Dmitry Rybin, Tsung-Hui Chang
2023 J jnl
z-SignFedAvg: A Unified Stochastic Sign-based Compression for Federated Learning.
CoRR
Zhiwei Tang, Yanmeng Wang, Tsung-Hui Chang
2022 J jnl
A Dimension Reduction Technique for Large-Scale Structured Sparse Optimization Problems with Application to Convex Clustering.
SIAM J. Optim.
Yancheng Yuan, Tsung-Hui Chang, Defeng Sun, Kim-Chuan Toh
2022 — conf
A Label-Aware Autoregressive Framework for Cross-Domain NER.
NAACL-HLT (Findings)
Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, Tsung-Hui Chang
2022 J jnl
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Wenwen Min, Xiang Wan, Tsung-Hui Chang, Shihua Zhang
2022 — conf
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction.
ACL (Findings)
Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang
2022 J jnl
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction.
CoRR
Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang
2022 J jnl
An Efficient Learning Framework for Federated XGBoost Using Secret Sharing and Distributed Optimization.
ACM Trans. Intell. Syst. Technol.
Lunchen Xie, Jiaqi Liu, Songtao Lu, Tsung-Hui Chang, Qingjiang Shi
2022 J jnl
Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework.
CoRR
Shuai Wang, Yanqing Xu, Zhiguo Wang, Tsung-Hui Chang, Tony Q. S. Quek, Defeng Sun
2022 J jnl
CSI Sensing from Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach.
CoRR
Lei Li, Xing Zeng, Ya-Feng Liu, Yanqing Xu, Tsung-Hui Chang
2022 J jnl
Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem.
IEEE Trans. Signal Process.
Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo
2022 — conf
Downlink CSI Sensing from Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach.
SPAWC
Lei Li, Qian Chen, Xing Zeng, Tsung-Hui Chang
2022 J jnl
Federated Matrix Factorization: Algorithm Design and Application to Data Clustering.
IEEE Trans. Signal Process.
Shuai Wang, Tsung-Hui Chang
2022 J jnl
Federated Stochastic Primal-dual Learning with Differential Privacy.
CoRR
Yiwei Li, Shuai Wang, Tsung-Hui Chang, Chong-Yung Chi
2022 — conf
Graph Enhanced Contrastive Learning for Radiology Findings Summarization.
ACL (1)
Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang
2022 J jnl
Graph Enhanced Contrastive Learning for Radiology Findings Summarization.
CoRR
Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang
2022 — conf
Hero-Gang Neural Model For Named Entity Recognition.
NAACL-HLT
Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang
2022 J jnl
Hero-Gang Neural Model For Named Entity Recognition.
CoRR
Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang
2022 J jnl
Improving Radiology Summarization with Radiograph and Anatomy Prompts.
CoRR
Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang
2022 J jnl
Joint Symbol Level Precoding and Receive Beamforming Optimization for Multiuser MIMO Downlink.
IEEE Trans. Signal Process.
Shu Cai, Hongbo Zhu, Chao Shen, Tsung-Hui Chang
2022 J jnl
Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving.
CoRR
Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang
2022 — conf
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction.
NAACL-HLT (Findings)
Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang
2022 J jnl
Learning structured communication for multi-agent reinforcement learning.
Auton. Agents Multi Agent Syst.
Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha
2022 J jnl
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective.
IEEE Trans. Signal Process.
Haoran Sun, Wenqiang Pu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong
2022 J jnl
Low-Complexity Channel Estimation for Massive MIMO Systems with Decentralized Baseband Processing.
CoRR
Yanqing Xu, Bo Wang, Enbin Song, Qingjiang Shi, Tsung-Hui Chang
2022 — conf
Multi-Grid-Based Localized Statistical Channel Modeling: A Radio Map Approach.
ISWCS
Xinzhi Ning, Shutao Zhang, Xi Zheng, Tsung-Hui Chang
2022 J jnl
Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training.
CoRR
Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang
2022 — conf
Multi-modal Masked Autoencoders for Medical Vision-and-Language Pre-training.
MICCAI (5)
Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang
2022 J jnl
Quantized Federated Learning Under Transmission Delay and Outage Constraints.
IEEE J. Sel. Areas Commun.
Yanmeng Wang, Yanqing Xu, Qingjiang Shi, Tsung-Hui Chang
2022 J jnl
Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling.
CoRR
Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang
2022 J jnl
Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling.
IEEE Signal Process. Mag.
Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang
2021 J jnl
An Efficient Learning Framework For Federated XGBoost Using Secret Sharing And Distributed Optimization.
CoRR
Lunchen Xie, Jiaqi Liu, Songtao Lu, Tsung-Hui Chang, Qingjiang Shi
2021 J jnl
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization.
IEEE Trans. Signal Process.
Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang
2021 J jnl
Decentralized Non-Convex Learning with Linearly Coupled Constraints.
CoRR
Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo
2021 Misc conf
Demystifying Model Averaging for Communication-Efficient Federated Matrix Factorization.
ICASSP
Shuai Wang, Richard Cornelius Suwandi, Tsung-Hui Chang
2021 J jnl
Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems.
IEEE Trans. Signal Process.
Zhiguo Wang, Jiawei Zhang, Tsung-Hui Chang, Jian Li, Zhi-Quan Luo
2021 — conf
Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts.
BioNLP@NAACL-HLT
Yang Liu, Yuanhe Tian, Tsung-Hui Chang, Song Wu, Xiang Wan, Yan Song
2021 J jnl
Federated Semi-Supervised Learning with Class Distribution Mismatch.
CoRR
Zhiguo Wang, Xintong Wang, Ruoyu Sun, Tsung-Hui Chang
2021 Misc conf
Learning to Continuously Optimize Wireless Resource in Episodically Dynamic Environment.
ICASSP
Haoran Sun, Wenqiang Pu, Minghe Zhu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong
2021 J jnl
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective.
CoRR
Haoran Sun, Wenqiang Pu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong
2021 J jnl
Low-rank Matrix Recovery With Unknown Correspondence.
CoRR
Zhiwei Tang, Tsung-Hui Chang, Xiaojing Ye, Hongyuan Zha
2021 J jnl
Quantized Federated Learning under Transmission Delay and Outage Constraints.
CoRR
Yanmeng Wang, Yanqing Xu, Qingjiang Shi, Tsung-Hui Chang
2021 J jnl
Robust Computation Offloading in Fog Radio Access Network With Fronthaul Compression.
IEEE Trans. Wirel. Commun.
Jinghong Tan, Tsung-Hui Chang, Kun Guo, Tony Q. S. Quek
2021 — conf
Robust Federated Learning in Wireless Channels with Transmission Outage and Quantization Errors.
SPAWC
Yanmeng Wang, Yanqing Xu, Qingjiang Shi, Tsung-Hui Chang
2021 J jnl
Structured Sparse Non-negative Matrix Factorization with L20-Norm for scRNA-seq Data Analysis.
CoRR
Wenwen Min, Taosheng Xu, Xiang Wan, Tsung-Hui Chang
2021 J jnl
TSCCA: A tensor sparse CCA method for detecting microRNA-gene patterns from multiple cancers.
PLoS Comput. Biol.
Wenwen Min, Tsung-Hui Chang, Shihua Zhang, Xiang Wan
2021 — conf
Word Graph Guided Summarization for Radiology Findings.
ACL/IJCNLP (Findings)
Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang
2021 J jnl
Word Graph Guided Summarization for Radiology Findings.
CoRR
Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang
2020 J jnl
A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization.
Math. Oper. Res.
Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma, Zhi-Quan Luo
2020 Misc conf
A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization.
ICASSP
Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo
2020 J jnl
A Study of Piecewise Linear-Quadratic Programs.
J. Optim. Theory Appl.
Ying Cui, Tsung-Hui Chang, Mingyi Hong, Jong-Shi Pang
2020 J jnl
Distributed Learning in the Non-Convex World: From Batch to Streaming Data, and Beyond.
CoRR
Tsung-Hui Chang, Mingyi Hong, Hoi-To Wai, Xinwei Zhang, Songtao Lu
2020 J jnl
Distributed Learning in the Nonconvex World: From batch data to streaming and beyond.
IEEE Signal Process. Mag.
Tsung-Hui Chang, Mingyi Hong, Hoi-To Wai, Xinwei Zhang, Songtao Lu
2020 J jnl
Distributed Stochastic Consensus Optimization with Momentum for Nonconvex Nonsmooth Problems.
CoRR
Zhiguo Wang, Jiawei Zhang, Tsung-Hui Chang, Jian Li, Zhi-Quan Luo
2020 J jnl
Federated Clustering via Matrix Factorization Models: From Model Averaging to Gradient Sharing.
CoRR
Shuai Wang, Tsung-Hui Chang
2020 — conf
Generating Radiology Reports via Memory-driven Transformer.
EMNLP (1)
Zhihong Chen, Yan Song, Tsung-Hui Chang, Xiang Wan
2020 J jnl
Generating Radiology Reports via Memory-driven Transformer.
CoRR
Zhihong Chen, Yan Song, Tsung-Hui Chang, Xiang Wan
2020 J jnl
Learning Structured Communication for Multi-agent Reinforcement Learning.
CoRR
Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha
2020 J jnl
Learning to Beamform in Heterogeneous Massive MIMO Networks.
CoRR
Minghe Zhu, Tsung-Hui Chang, Mingyi Hong
2020 J jnl
Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment.
CoRR
Haoran Sun, Wenqiang Pu, Minghe Zhu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong
2020 J jnl
Multi-UAV Interference Coordination via Joint Trajectory and Power Control.
IEEE Trans. Signal Process.
Chao Shen, Tsung-Hui Chang, Jie Gong, Yong Zeng, Rui Zhang
2020 — conf
Optimization Inspired Learning Network for Multiuser Robust Beamforming.
SAM
Minghe Zhu, Tsung-Hui Chang
2020 — conf
Peak Age-of-Information Minimization of UAV-Aided Relay Transmission.
ICC Workshops
Ailin Cao, Chao Shen, Jiaying Zong, Tsung-Hui Chang
2020 J jnl
Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization - Part II: Applications.
IEEE Trans. Signal Process.
Qingjiang Shi, Mingyi Hong, Xiao Fu, Tsung-Hui Chang
2020 J jnl
Real-world data medical knowledge graph: construction and applications.
Artif. Intell. Medicine
Linfeng Li, Peng Wang, Jun Yan, Yao Wang, Simin Li, Jinpeng Jiang, Zhe Sun, Buzhou Tang, Tsung-Hui Chang, Shenghui Wang, Yuting Liu
2020 — conf
Secure Federated Averaging Algorithm with Differential Privacy.
MLSP
Yiwei Li, Tsung-Hui Chang, Chong-Yung Chi
2020 J jnl
Transmission Energy Minimization for Heterogeneous Low-Latency NOMA Downlink.
IEEE Trans. Wirel. Commun.
Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu
2020 J jnl
UAV Positioning and Power Control for Two-Way Wireless Relaying.
IEEE Trans. Wirel. Commun.
Lei Li, Tsung-Hui Chang, Shu Cai
2019 J jnl
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization.
CoRR
Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang
2019 Misc conf
Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach.
ICASSP
Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang
2019 — conf
Flight Time Minimization via UAV's Trajectory Design for Ground Sensor Data Collection.
ISWCS
Jiaying Zong, Chao Shen, Jing Cheng, Jie Gong, Tsung-Hui Chang, Lei Chen, Bo Ai
2019 — conf
Incorporating URLLC and Multicast eMBB in Sliced Cloud Radio Access Network.
ICC
Jianhua Tang, Byonghyo Shim, Tsung-Hui Chang, Tony Q. S. Quek
2019 — conf
Joint Symbol Level Precoding and Receive Beamforming for Multiuser MIMO Downlink.
SPAWC
Shu Cai, Tsung-Hui Chang, Hongbo Zhu
2019 B conf
Lifetime Maximization for Uplink Transmission in UAV-Enabled Wireless Networks.
WCNC
Kuo-Ming Chen, Tsung-Hui Chang, Ta-Sung Lee
2019 J jnl
Machine Learning Based Automatic Diagnosis in Mobile Communication Networks.
IEEE Trans. Veh. Technol.
Kuo-Ming Chen, Tsung-Hui Chang, Kai-Cheng Wang, Ta-Sung Lee
2019 J jnl
Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems.
IEEE Trans. Wirel. Commun.
Xiaozhou Zhang, Tsung-Hui Chang, Ya-Feng Liu, Chao Shen, Gang Zhu
2019 J jnl
Systematic Resource Allocation in Cloud RAN With Caching as a Service Under Two Timescales.
IEEE Trans. Commun.
Jianhua Tang, Tony Q. S. Quek, Tsung-Hui Chang, Byonghyo Shim
2019 J jnl
UAV Positioning and Power Control for Two-Way Wireless Relaying.
CoRR
Lei Li, Tsung-Hui Chang, Shu Cai
2019 — conf
UAV Positioning and Power Control for Wireless Two-Way Relaying.
SPAWC
Lei Li, Tsung-Hui Chang, Shu Cai
2018 J jnl
Aviation Time Minimization of UAV for Data Collection over Wireless Sensor Networks.
CoRR
Jie Gong, Tsung-Hui Chang, Chao Shen, Xiang Chen
2018 B conf
Aviation time minimization of UAV for data collection from energy constrained sensor networks.
WCNC
Jie Gong, Tsung-Hui Chang, Chao Shen, Xiang Chen
2018 Misc conf
Cell Subclass Identification in Single-Cell RNA-Sequencing Data Using Orthogonal Nonnegative Matrix Factorization.
ICASSP
Shuai Wang, Peng Wu, Manqi Zhou, Tsung-Hui Chang, Song Wu
2018 — conf
Distributed Power Allocation for UAV-Assisted Multi-User Relay Networks.
CSNDSP
Jie Gong, Jingjing Lin, Tsung-Hui Chang, Chao Shen, Xiang Chen
2018 J jnl
Flight Time Minimization of UAV for Data Collection Over Wireless Sensor Networks.
IEEE J. Sel. Areas Commun.
Jie Gong, Tsung-Hui Chang, Chao Shen, Xiang Chen
2018 — conf
Joint Resource Allocation and Trajectory Design for UAV-Aided Wireless Physical Layer Security.
GLOBECOM Workshops
Xiaofang Sun, Chao Shen, Tsung-Hui Chang, Zhangdui Zhong
2018 — conf
Joint Uplink and Downlink Transmission Design for URLLC Using Finite Blocklength Codes.
ISWCS
Chao Shen, Tsung-Hui Chang, Hanqing Xu, Yajun Zhao
2018 J jnl
Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems.
CoRR
Xiaozhou Zhang, Tsung-Hui Chang, Ya-Feng Liu, Chao Shen, Gang Zhu
2018 — conf
Minimum Energy Resource Allocation in FOG Radio Access Network with Fronthaul and Latency Constraints.
SPAWC
Jinghong Tan, Tsung-Hui Chang, Tony Q. S. Quek
2018 J jnl
On Energy-Efficient NOMA Designs for Heterogeneous Low-Latency Downlink Transmissions.
CoRR
Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu
2018 J jnl
QoS-Based Linear Transceiver Optimization for Full-Duplex Multiuser Communications.
IEEE Trans. Signal Process.
Tsung-Hui Chang, Ya-Feng Liu, Shih-Chun Lin
2018 Misc conf
Software Defined Resource Allocation for Service-Oriented Networks.
ICASSP
Nan Zhang, Ya-Feng Liu, Hamid Farmanbar, Tsung-Hui Chang, Mingyi Hong, Zhi-Quan Luo
2018 — conf
Wireless Powered Cooperative Non-Orthogonal Multiple Access Transmission.
ICC Workshops
Lu Liu, Zhifei Zhang, Chao Shen, Jie Gong, Tsung-Hui Chang
2017 J jnl
Communication-Efficient Distributed Demand Response: A Randomized ADMM Approach.
IEEE Trans. Smart Grid
Shin-Ching Tsai, Yi-Hen Tseng, Tsung-Hui Chang
2017 — conf
Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints.
GLOBECOM Workshops
Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu
2017 J jnl
Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints.
CoRR
Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu
2017 — conf
Exploring the interactions of communication, computing and caching in cloud RAN under two timescale.
SPAWC
Jianhua Tang, Long Teng, Tony Q. S. Quek, Tsung-Hui Chang, Byonghyo Shim
2017 J jnl
Joint Power and Admission Control Based on Channel Distribution Information: A Novel Two-Timescale Approach.
IEEE Signal Process. Lett.
Qitian Chen, Dong Kang, Yichu He, Tsung-Hui Chang, Ya-Feng Liu
2017 J jnl
Joint Power and Admission Control based on Channel Distribution Information: A Novel Two-Timescale Approach.
CoRR
Qitian Chen, Dong Kang, Yichu He, Tsung-Hui Chang, Ya-Feng Liu
2017 — conf
Max-min-fairness linear transceiver design for full-duplex multiuser systems.
SPAWC
Tsung-Hui Chang, Ya-Feng Liu, Shih-Chun Lin
2017 J jnl
Network Slicing for Service-Oriented Networks Under Resource Constraints.
CoRR
Nan Zhang, Ya-Feng Liu, Hamid Farmanbar, Tsung-Hui Chang, Mingyi Hong, Zhi-Quan Luo
2017 J jnl
Network Slicing for Service-Oriented Networks Under Resource Constraints.
IEEE J. Sel. Areas Commun.
Nan Zhang, Ya-Feng Liu, Hamid Farmanbar, Tsung-Hui Chang, Mingyi Hong, Zhi-Quan Luo
2017 J jnl
Penalty Dual Decomposition Method For Nonsmooth Nonconvex Optimization.
CoRR
Qingjiang Shi, Mingyi Hong, Xiao Fu, Tsung-Hui Chang
2017 J jnl
Stochastic Proximal Gradient Consensus Over Random Networks.
IEEE Trans. Signal Process.
Mingyi Hong, Tsung-Hui Chang
2017 J jnl
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.
Wing-Kin Ma, Jiaxian Pan, Anthony Man-Cho So, Tsung-Hui Chang
2017 Misc conf
Uplink and downlink user pairing in full-duplex multi-user systems: Complexity and algorithms.
ICASSP
Xiaozhou Zhang, Tsung-Hui Chang, Ya-Feng Liu, Chao Shen, Gang Zhu
2016 J jnl
A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization.
IEEE Trans. Signal Process.
Tsung-Hui Chang
2016 — conf
ADMM approach to asynchronous distributed frequency-based load control.
GlobalSIP
Chia-Wei Wu, Tsung-Hui Chang
2016 J jnl
Asynchronous Distributed ADMM for Large-Scale Optimization - Part I: Algorithm and Convergence Analysis.
IEEE Trans. Signal Process.
Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao, Xiangfeng Wang
2016 J jnl
Asynchronous Distributed ADMM for Large-Scale Optimization - Part II: Linear Convergence Analysis and Numerical Performance.
IEEE Trans. Signal Process.
Tsung-Hui Chang, Wei-Cheng Liao, Mingyi Hong, Xiangfeng Wang
2016 Misc conf
Asynchronous distributed alternating direction method of multipliers: Algorithm and convergence analysis.
ICASSP
Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao, Xiangfeng Wang
2016 J jnl
Energy-Efficient Packet Scheduling With Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms.
IEEE Trans. Wirel. Commun.
Shengfeng Xu, Tsung-Hui Chang, Shih-Chun Lin, Chao Shen, Gang Zhu
2016 J jnl
Energy-Efficient Packet Scheduling with Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms.
CoRR
Shengfeng Xu, Tsung-Hui Chang, Shih-Chun Lin, Chao Shen, Gang Zhu
2016 J jnl
Joint Power and Admission Control for Spectral and Energy Efficiency Maximization in Heterogeneous OFDMA Networks.
IEEE Trans. Wirel. Commun.
Wei-Sheng Lai, Tsung-Hui Chang, Ta-Sung Lee
2016 Misc conf
Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis.
ICASSP
Davood Hajinezhad, Tsung-Hui Chang, Xiangfeng Wang, Qingjiang Shi, Mingyi Hong
2016 J jnl
QoS-Based Linear Transceiver Optimization for Full-Duplex Multi-User Communications.
CoRR
Tsung-Hui Chang, Ya-Feng Liu, Shih-Chun Lin
2016 Misc conf
Stochastic proximal gradient consensus over time-varying networks.
ICASSP
Mingyi Hong, Tsung-Hui Chang
2016 B conf
Transmit-Receive Beamforming Optimization for Full-Duplex Cloud Radio Access Networks.
GLOBECOM
Chi-Han Lee, Tsung-Hui Chang, Shih-Chun Lin
2016 J jnl
Unraveling the Rank-One Solution Mystery of Robust MISO Downlink Transmit Optimization: A Verifiable Sufficient Condition via a New Duality Result.
CoRR
Wing-Kin Ma, Jiaxian Pan, Anthony Man-Cho So, Tsung-Hui Chang
2015 Misc conf
A consensus-based decentralized algorithm for non-convex optimization with application to dictionary learning.
ICASSP
Hoi-To Wai, Tsung-Hui Chang, Anna Scaglione
2015 Misc conf
A randomized dual consensus ADMM method for multi-agent distributed optimization.
ICASSP
Tsung-Hui Chang
2015 J jnl
Asynchronous Distributed ADMM for Large-Scale Optimization- Part I: Algorithm and Convergence Analysis.
CoRR
Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao, Xiangfeng Wang
2015 J jnl
Asynchronous Distributed ADMM for Large-Scale Optimization- Part II: Linear Convergence Analysis and Numerical Performance.
CoRR
Tsung-Hui Chang, Wei-Cheng Liao, Mingyi Hong, Xiangfeng Wang
2015 J jnl
Coordinated Multicasting With Opportunistic User Selection in Multicell Wireless Systems.
IEEE Trans. Signal Process.
Yao-Win Peter Hong, Wei-Chiang Li, Tsung-Hui Chang, Chia-Han Lee
2015 J jnl
Coordinated Multicasting with Opportunistic User Selection in Multicell Wireless Systems.
CoRR
Yao-Win Peter Hong, Wei-Chiang Li, Tsung-Hui Chang, Chia-Han Lee
2015 J jnl
Efficient Solutions to Distributed Beamforming for Two-Way Relay Networks Under Individual Relay Power Constraints.
IEEE Trans. Veh. Technol.
Ye Yang, Tsung-Hui Chang, Meilu Lin, Jianhua Ge, Yancheng Ji
2015 J jnl
Multi-Agent Distributed Optimization via Inexact Consensus ADMM.
IEEE Trans. Signal Process.
Tsung-Hui Chang, Mingyi Hong, Xiangfeng Wang
2015 J jnl
Multicell Coordinated Beamforming With Rate Outage Constraint - Part I: Complexity Analysis.
IEEE Trans. Signal Process.
Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi
2015 J jnl
Multicell Coordinated Beamforming With Rate Outage Constraint - Part II: Efficient Approximation Algorithms.
IEEE Trans. Signal Process.
Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi
2015 B conf
On the Convexity of Energy-Efficient Packet Scheduling Problem with Finite Blocklength Codes.
GLOBECOM
Shengfeng Xu, Tsung-Hui Chang, Shih-Chun Lin, Chao Shen, Gang Zhu
2015 J jnl
Stochastic Proximal Gradient Consensus Over Random Networks.
CoRR
Mingyi Hong, Tsung-Hui Chang
2014 J jnl
A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization.
CoRR
Tsung-Hui Chang
2014 Misc conf
A block coordinate descent method of multipliers: Convergence analysis and applications.
ICASSP
Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma, Zhi-Quan Luo
2014 J jnl
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method.
IEEE Trans. Autom. Control.
Tsung-Hui Chang, Angelia Nedic, Anna Scaglione
2014 J jnl
Joint Beamforming and Power Splitting for MISO Interference Channel With SWIPT: An SOCP Relaxation and Decentralized Algorithm.
IEEE Trans. Signal Process.
Qingjiang Shi, WeiQiang Xu, Tsung-Hui Chang, Yongchao Wang, Enbin Song
2014 Misc conf
Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers.
ICASSP
Xiangfeng Wang, Mingyi Hong, Tsung-Hui Chang, Meisam Razaviyayn, Zhi-Quan Luo
2014 J jnl
Multi-Agent Distributed Optimization via Inexact Consensus ADMM.
CoRR
Tsung-Hui Chang, Mingyi Hong, Xiangfeng Wang
2014 Misc conf
Multi-agent distributed large-scale optimization by inexact consensus alternating direction method of multipliers.
ICASSP
Tsung-Hui Chang, Mingyi Hong, Xiangfeng Wang
2014 J jnl
Multicell Coordinated Beamforming with Rate Outage Constraint-Part I: Complexity Analysis.
CoRR
Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi
2014 J jnl
Multicell Coordinated Beamforming with Rate Outage Constraint-Part II: Efficient Approximation Algorithms.
CoRR
Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi
2014 Misc conf
On the complexity of SINR outage constrained max-min-fairness multicell coordinated beamforming problem.
ICASSP
Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi
2014 J jnl
Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization.
IEEE Trans. Signal Process.
Kun-Yu Wang, Anthony Man-Cho So, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2014 J jnl
Wireless Information and Energy Transfer in Multi-Antenna Interference Channel.
IEEE Trans. Signal Process.
Chao Shen, Wei-Chiang Li, Tsung-Hui Chang
2013 B conf
Achieving full cooperative and frequency diversity in bit-interleaved coded two-way relay networks.
WCNC
Ye Yang, Tsung-Hui Chang, Jianhua Ge, Wing-Kin Ma, P. C. Ching
2013 J jnl
Coordinated Beamforming for Multiuser MISO Interference Channel Under Rate Outage Constraints.
IEEE Trans. Signal Process.
Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi
2013 J jnl
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method
CoRR
Tsung-Hui Chang, Angelia Nedic, Anna Scaglione
2013 — conf
Distributed sparse regression by consensus-based primal-dual perturbation optimization.
GlobalSIP
Tsung-Hui Chang, Angelia Nedic, Anna Scaglione
2013 — conf
On Modeling and Marketing the Demand Flexibility of Deferrable Loads at the Wholesale Level.
HICSS
Mahnoosh Alizadeh, Tsung-Hui Chang, Anna Scaglione
2013 Misc conf
Optimal sensor placement for hybrid state estimation in smart grid.
ICASSP
Xiao Li, Anna Scaglione, Tsung-Hui Chang
2013 Misc conf
Outage constrained weighted sum rate maximization for MISO interference channel by pricing-based optimization.
ICASSP
Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi
2013 J jnl
Power Allocation and Time-Domain Artificial Noise Design for Wiretap OFDM with Discrete Inputs
CoRR
Haohao Qin, Yin Sun, Tsung-Hui Chang, Xiang Chen, Chong-Yung Chi, Ming Zhao, Jing Wang
2013 J jnl
Power Allocation and Time-Domain Artificial Noise Design for Wiretap OFDM with Discrete Inputs.
IEEE Trans. Wirel. Commun.
Haohao Qin, Yin Sun, Tsung-Hui Chang, Xiang Chen, Chong-Yung Chi, Ming Zhao, Jing Wang
2013 J jnl
Real-Time Power Balancing Via Decentralized Coordinated Home Energy Scheduling.
IEEE Trans. Smart Grid
Tsung-Hui Chang, Mahnoosh Alizadeh, Anna Scaglione
2013 J jnl
Real-Time Power Balancing via Decentralized Coordinated Home Energy Scheduling
CoRR
Tsung-Hui Chang, Mahnoosh Alizadeh, Anna Scaglione
2013 J jnl
Robust Hybrid Beamforming with Phased Antenna Arrays for Downlink SDMA in Indoor 60 GHz Channels.
IEEE Trans. Wirel. Commun.
Sau-Hsuan Wu, Lin-Kai Chiu, Ko-Yen Lin, Tsung-Hui Chang
2013 J jnl
Simultaneous Information and Energy Transfer: A Two-User MISO Interference Channel Case
CoRR
Chao Shen, Wei-Chiang Li, Tsung-Hui Chang
2013 J jnl
Two-Way Training for Discriminatory Channel Estimation in Wireless MIMO Systems
CoRR
Chao-Wei Huang, Tsung-Hui Chang, Xiangyun Zhou, Yao-Win Peter Hong
2013 J jnl
Two-Way Training for Discriminatory Channel Estimation in Wireless MIMO Systems.
IEEE Trans. Signal Process.
Chao-Wei Huang, Tsung-Hui Chang, Xiangyun Zhou, Yao-Win Peter Hong
2013 J jnl
Wireless Information and Energy Transfer in Multi-Antenna Interference Channel.
CoRR
Chao Shen, Wei-Chiang Li, Tsung-Hui Chang
2012 B conf
Chance-constrained robust beamforming for multi-cell coordinated downlink.
GLOBECOM
Chao Shen, Tsung-Hui Chang, Kun-Yu Wang, Zhengding Qiu, Chong-Yung Chi
2012 J jnl
Coordinated Home Energy Management for Real-Time Power Balancing
CoRR
Tsung-Hui Chang, Mahnoosh Alizadeh, Anna Scaglione
2012 J jnl
Distributed Robust Multicell Coordinated Beamforming With Imperfect CSI: An ADMM Approach.
IEEE Trans. Signal Process.
Chao Shen, Tsung-Hui Chang, Kun-Yu Wang, Zhengding Qiu, Chong-Yung Chi
2012 — conf
Grid integration of distributed renewables through coordinated demand response.
CDC
Mahnoosh Alizadeh, Tsung-Hui Chang, Anna Scaglione
2012 — conf
How much training is enough for secrecy beamforming with artificial noise.
ICC
Ta-Yuan Liu, Shih-Chun Lin, Tsung-Hui Chang, Yao-Win Peter Hong
2012 J jnl
Noncoherent Bit-Interleaved Coded OSTBC-OFDM with Maximum Spatial-Frequency Diversity.
IEEE Trans. Wirel. Commun.
Ye Yang, Tsung-Hui Chang, Wing-Kin Ma, Jianhua Ge, Chong-Yung Chi, Pak-Chung Ching
2012 J jnl
Noncoherent OSTBC-OFDM for MIMO and Cooperative Communications: Perfect Channel Identifiability and Achievable Diversity Order.
IEEE Trans. Signal Process.
Tsung-Hui Chang, Wing-Kin Ma, Chuan-Yuan Huang, Chong-Yung Chi
2012 — conf
Noncoherent amplify-and-forward cooperative OFDM in block fading channels.
WCSP
Ye Yang, Jianhua Ge, Tsung-Hui Chang, Yin Sun
2012 J jnl
Optimal Real-Time Spectrum Sharing Between Cooperative Relay and Ad hoc Networks.
IEEE Trans. Signal Process.
Yin Sun, Xiaofeng Zhong, Tsung-Hui Chang, Shidong Zhou, Jing Wang, Chong-Yung Chi
2012 Misc conf
Optimal transmission strategy for outage rate maximization in MISO fading channels with training.
ICASSP
Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2012 B conf
Simultaneous information and energy transfer: A Two-user MISO interference channel case.
GLOBECOM
Chao Shen, Wei-Chiang Li, Tsung-Hui Chang
2012 — conf
The emergence of deferrable energy requests and a greener future: What stands in the way?
ISCCSP
Mahnoosh Alizadeh, Tsung-Hui Chang, Anna Scaglione, Chen Chen, Shalinee Kishore
2012 J jnl
Worst-Case Robust Multiuser Transmit Beamforming Using Semidefinite Relaxation: Duality and Implications
CoRR
Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2011 Misc conf
A convex approximation approach to weighted sum rate maximization of multiuser MISO interference channel under outage constraints.
ICASSP
Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi
2011 J jnl
Coordinated Beamforming for Multiuser MISO Interference Channel under Rate Outage Constraints
CoRR
Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi
2011 J jnl
Distributed Robust Multi-Cell Coordinated Beamforming with Imperfect CSI: An ADMM Approach
CoRR
Chao Shen, Tsung-Hui Chang, Kun-Yu Wang, Zhengding Qiu, Chong-Yung Chi
2011 — conf
Joint Training and Beamforming Design for Performance Discrimination Using Artificial Noise.
ICC
Tsung-Hui Chang, Wei-Cheng Chiang, Yao-Win Peter Hong, Chong-Yung Chi
2011 J jnl
On the Impact of Quantized Channel Feedback in Guaranteeing Secrecy with Artificial Noise: The Noise Leakage Problem.
IEEE Trans. Wirel. Commun.
Shih-Chun Lin, Tsung-Hui Chang, Ya-Lan Liang, Yao-Win Peter Hong, Chong-Yung Chi
2011 J jnl
Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization
CoRR
Kun-Yu Wang, Anthony Man-Cho So, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2011 Misc conf
Probabilistic SINR constrained robust transmit beamforming: A Bernstein-type inequality based conservative approach.
ICASSP
Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Anthony Man-Cho So, Chong-Yung Chi
2011 J jnl
QoS-Based Transmit Beamforming in the Presence of Eavesdroppers: An Optimized Artificial-Noise-Aided Approach.
IEEE Trans. Signal Process.
Wei-Cheng Liao, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2011 J jnl
Spectrum Sharing between Cooperative Relay and Ad-hoc Networks: Dynamic Spectrum Access, Resource Allocation and Real-time Implementation
CoRR
Yin Sun, Xiaofeng Zhong, Tsung-Hui Chang, Shidong Zhou, Jing Wang, Chong-Yung Chi
2011 — conf
Two-Way Training Design for Discriminatory Channel Estimation in Wireless MIMO Systems.
ICC
Chao-Wei Huang, Xiangyun Zhou, Tsung-Hui Chang, Yao-Win Peter Hong
2011 — conf
Two-way discriminatory channel estimation for non-reciprocal wireless MIMO channels.
ACSCC
Chao-Wei Huang, Tsung-Hui Chang, Xiangyun Zhou, Yao-Win Peter Hong
2011 J jnl
Worst-Case SINR Constrained Robust Coordinated Beamforming for Multicell Wireless Systems
CoRR
Chao Shen, Kun-Yu Wang, Tsung-Hui Chang, Zhengding Qiu, Chong-Yung Chi
2011 — conf
Worst-Case SINR Constrained Robust Coordinated Beamforming for Multicell Wireless Systems.
ICC
Chao Shen, Kun-Yu Wang, Tsung-Hui Chang, Zhengding Qiu, Chong-Yung Chi
2011 — conf
Worst-case robust multiuser transmit beamforming using semidefinite relaxation: duality and implications.
ACSCC
Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2010 J jnl
A convex approximation approach to Weighted Sum Rate Maximization of Multiuser MISO Interference Channel under outage constraints
CoRR
Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi
2010 J jnl
A linear fractional semidefinite relaxation approach to maximum-likelihood detection of higher-order QAM OSTBC in unknown channels.
IEEE Trans. Signal Process.
Tsung-Hui Chang, Chien-Wei Hsin, Wing-Kin Ma, Chong-Yung Chi
2010 — conf
A semidefinite relaxation based conservative approach to robust transmit beamforming with probabilistic sinr constraints.
EUSIPCO
Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2010 — conf
Decentralized Reduced-Rank Multiuser Relaying for Cooperative Uplink CDMA Networks.
VTC Spring
Wan-Jen Huang, Yung-Shun Wang, Yao-Win Peter Hong, Tsung-Hui Chang
2010 Misc conf
Joint transmit beamforming and artificial noise design for QoS discrimination inwireless downlink.
ICASSP
Wei-Cheng Liao, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2010 — conf
On the Impact of Quantized Channel Direction Feedback in Multiple-Antenna Wiretap Channels.
ICC
Shih-Chun Lin, Tsung-Hui Chang, Yao-Win Peter Hong, Chong-Yung Chi
2010 — ch.
SDP relaxation of homogeneous quadratic optimization.
Convex Optimization in Signal Processing and Communications
Zhi-Quan Luo, Tsung-Hui Chang
2010 J jnl
Training Sequence Design for Discriminatory Channel Estimation in Wireless MIMO Systems.
IEEE Trans. Signal Process.
Tsung-Hui Chang, Wei-Cheng Chiang, Yao-Win Peter Hong, Chong-Yung Chi
2009 J jnl
Linear prediction based semiblind channel estimation for multiuser OFDM with insufficient guard interval.
IEEE Trans. Wirel. Commun.
P. De, Tsung-Hui Chang, Chong-Yung Chi
2009 J jnl
Non-Cancellation Multistage Kurtosis Maximization with Prewhitening for Blind Source Separation.
EURASIP J. Adv. Signal Process.
Xiang Chen, Chong-Yung Chi, Tsung-Hui Chang, Chon-Wa Wong
2009 Misc conf
On perfect channel identifiability of semiblind ML detection of orthogonal space-time block coded OFDM.
ICASSP
Tsung-Hui Chang, Wing-Kin Ma, Chuan-Yuan Huang, Chong-Yung Chi
2009 B conf
On the impact of quantized channel feedback in guaranteeing secrecy with artificial noise.
ISIT
Ya-Lan Liang, Yung-Shun Wang, Tsung-Hui Chang, Yao-Win Peter Hong, Chong-Yung Chi
2009 J jnl
The Equivalence of Semidefinite Relaxation MIMO Detectors for Higher-Order QAM.
IEEE J. Sel. Top. Signal Process.
Wing-Kin Ma, Chao-Cheng Su, Joakim Jaldén, Tsung-Hui Chang, Chong-Yung Chi
2008 — conf
A Linear Fractional Semidefinite Relaxed ML Approach to Blind Detection of 16-QAM Orthogonal Space-Time Block Codes.
ICC
Chien-Wei Hsin, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2008 Misc conf
A convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM.
ICASSP
Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi
2008 J jnl
Approximation Bounds for Semidefinite Relaxation of Max-Min-Fair Multicast Transmit Beamforming Problem.
IEEE Trans. Signal Process.
Tsung-Hui Chang, Zhi-Quan Luo, Chong-Yung Chi
2008 J jnl
Maximum-Likelihood Detection of Orthogonal Space-Time Block Coded OFDM in Unknown Block Fading Channels.
IEEE Trans. Signal Process.
Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2008 J jnl
The Equivalence of Semidefinite Relaxation MIMO Detectors for Higher-Order QAM
CoRR
Wing-Kin Ma, Chao-Cheng Su, Joakim Jaldén, Tsung-Hui Chang, Chong-Yung Chi
2007 — conf
Semiblind ML OSTBC-OFDM Detection in Block Fading Channels.
ICASSP (3)
Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi
2006 — conf
Group-wise blind OFDM ML detection for complexity reduction.
EUSIPCO
Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi