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2020 – today
- 2024
[j80]Ya-Feng Liu, Tsung-Hui Chang, Mingyi Hong, Anthony Man-Cho So, Eduard A. Jorswieck, Wei Yu:
Guest Editorial Advanced Optimization Theory and Algorithms for Next-Generation Wireless Communication Networks. IEEE J. Sel. Areas Commun. 42(11): 2987-2991 (2024)- [j79]Ya-Feng Liu, Tsung-Hui Chang, Mingyi Hong, Zheyu Wu, Anthony Man-Cho So, Eduard A. Jorswieck, Wei Yu:
A Survey of Recent Advances in Optimization Methods for Wireless Communications. IEEE J. Sel. Areas Commun. 42(11): 2992-3031 (2024) - [j78]Zhihong Chen
, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang:
Mapping medical image-text to a joint space via masked modeling. Medical Image Anal. 91: 103018 (2024) - [j77]Shutao Zhang, Xinzhi Ning, Xi Zheng, Qingjiang Shi, Tsung-Hui Chang, Zhi-Quan Luo:
A Physics-Based and Data-Driven Approach for Localized Statistical Channel Modeling. IEEE Trans. Wirel. Commun. 23(6): 5409-5424 (2024) - [j76]Qingfeng Lin, Yang Li, Wei-Bin Kou, Tsung-Hui Chang, Yik-Chung Wu:
Communication-Efficient Activity Detection for Cell-Free Massive MIMO: An Augmented Model-Driven End-to-End Learning Framework. IEEE Trans. Wirel. Commun. 23(10): 12888-12903 (2024) - [c103]Zhiwei Tang, Yanmeng Wang, Tsung-Hui Chang:
z-SignFedAvg: A Unified Stochastic Sign-Based Compression for Federated Learning. AAAI 2024: 15301-15309 - [c102]Tenghao Cai, Lei Li, Tsung-Hui Chang:
Sensing-Assisted Distributed User Scheduling and Beamforming in Muli-Cell mmWave Networks. ICASSP 2024: 81-85 - [c101]Jinghui Guan, Rui Zhou, Wenqiang Pu, Qingjiang Shi, Tsung-Hui Chang:
A Robust GLRT Detector Against Missing Data in Cooperative Sensing. ICASSP 2024: 8966-8970 - [c100]Lei Li, Tenghao Cai, Tsung-Hui Chang:
Isac Beamforming Optimization For Robust Transmission In Dynamic Mmwave Mimo Networks. ICASSP 2024: 13086-13090 - [c99]Zhiwei Tang, Tsung-Hui Chang:
FedLion: Faster Adaptive Federated Optimization with Fewer Communication. ICASSP 2024: 13316-13320 - [c98]Yiheng Wang, Shutao Zhang, Ye Xue, Tianshu Yu, Qingjiang Shi, Tsung-Hui Chang:
Neural Enhanced Variational Bayesian Inference on Graphs for Localized Statistical Channel Modeling. ICC 2024: 342-347 - [c97]Rui Shi, Yanqing Xu, Lin Zhu, Tsung-Hui Chang:
Linear Compression-based Precoding for Massive MIMO Systems with Decentralized Baseband Processing. ICC Workshops 2024: 852-857 - [c96]Zhiwei Tang, Dmitry Rybin, Tsung-Hui Chang:
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles. ICLR 2024 - [c95]Zhiwei Tang, Jiasheng Tang, Hao Luo, Fan Wang, Tsung-Hui Chang:
Accelerating Parallel Sampling of Diffusion Models. ICML 2024 - [c94]Yang Li, Ya-Feng Liu, Fan Xu, Qingjiang Shi, Tsung-Hui Chang:
A Penalty-Dual Learning Framework for Multi-User QoS-Constrained Beamforming. SPAWC 2024: 356-360 - [c93]Yanqing Xu, Lin Zhu, Rui Shi, Tsung-Hui Chang:
Fronthaul-Efficient Multiuser Equalization for Multi-Carrier Massive MIMO Systems with Decentralized Baseband Processing. SPAWC 2024: 451-455 - [i71]Ya-Feng Liu, Tsung-Hui Chang, Mingyi Hong, Zheyu Wu, Anthony Man-Cho So, Eduard A. Jorswieck, Wei Yu:
A Survey of Advances in Optimization Methods for Wireless Communication System Design. CoRR abs/2401.12025 (2024) - [i70]Zhiwei Tang, Tsung-Hui Chang:
FedLion: Faster Adaptive Federated Optimization with Fewer Communication. CoRR abs/2402.09941 (2024) - [i69]Zhiwei Tang, Jiasheng Tang, Hao Luo, Fan Wang, Tsung-Hui Chang:
Accelerating Parallel Sampling of Diffusion Models. CoRR abs/2402.09970 (2024) - [i68]Zhiwei Tang, Jiangweizhi Peng, Jiasheng Tang, Mingyi Hong, Fan Wang, Tsung-Hui Chang:
Tuning-Free Alignment of Diffusion Models with Direct Noise Optimization. CoRR abs/2405.18881 (2024) - [i67]Yanqing Xu, Erik G. Larsson, Eduard A. Jorswieck, Xiao Li, Shi Jin, Tsung-Hui Chang:
Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems: State-of-the-Art and Future Directions. CoRR abs/2407.16121 (2024) - 2023
- [j75]Zhi-Quan Luo, Xi Zheng, David López-Pérez, Qi Yan, Xin Chen, Nanbin Wang, Qingjiang Shi, Tsung-Hui Chang, Adrian García-Rodríguez:
SRCON: A Data-Driven Network Performance Simulator for Real-World Wireless Networks. IEEE Commun. Mag. 61(6): 96-102 (2023) - [j74]Minghe Zhu, Lei Li, Shuqiang Xia, Tsung-Hui Chang:
Information and sensing beamforming optimization for multi-user multi-target MIMO ISAC systems. EURASIP J. Adv. Signal Process. 2023(1): 15 (2023) - [j73]Xiaomeng Guo, Tsung-Hui Chang, Yongchao Wang:
Model-Driven Deep Learning ADMM Decoder for Irregular Binary LDPC Codes. IEEE Commun. Lett. 27(2): 571-575 (2023) - [j72]Haiqing Gao, Songyang Ge, Tsung-Hui Chang:
FedHD: Communication-efficient federated learning from hybrid data. J. Frankl. Inst. 360(12): 8416-8454 (2023) - [j71]Wenwen Min, Taosheng Xu, Xiang Wan, Tsung-Hui Chang:
Structured Sparse Non-Negative Matrix Factorization With $\ell _{2,0}$ℓ2,0-Norm. IEEE Trans. Knowl. Data Eng. 35(8): 8584-8595 (2023) - [j70]Yanqing Xu, Bo Wang, Enbin Song, Qingjiang Shi, Tsung-Hui Chang:
Low-Complexity Channel Estimation for Massive MIMO Systems With Decentralized Baseband Processing. IEEE Trans. Signal Process. 71: 2728-2743 (2023) - [j69]Xiaotong Zhao, Mian Li, Yang Liu, Tsung-Hui Chang, Qingjiang Shi:
Communication-Efficient Decentralized Linear Precoding for Massive MU-MIMO Systems. IEEE Trans. Signal Process. 71: 4045-4059 (2023) - [j68]Minghe Zhu, Tsung-Hui Chang, Mingyi Hong:
Learning to Beamform in Heterogeneous Massive MIMO Networks. IEEE Trans. Wirel. Commun. 22(7): 4901-4915 (2023) - [j67]Lei Li, Xing Zeng, Ya-Feng Liu, Yanqing Xu, Tsung-Hui Chang:
CSI Sensing From Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach. IEEE Trans. Wirel. Commun. 22(10): 6930-6945 (2023) - [j66]Lei Li, Minghe Zhu, Shuqiang Xia, Tsung-Hui Chang:
Downlink CSI Recovery in Massive MIMO Systems by Proactive Sensing. IEEE Wirel. Commun. Lett. 12(3): 406-410 (2023) - [j65]Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang:
Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving. IEEE Wirel. Commun. Lett. 12(6): 1096-1100 (2023) - [c92]Yang Liu, Jinpeng Hu, Zhihong Chen, Xiang Wan, Tsung-Hui Chang:
EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition. AAAI 2023: 8897-8905 - [c91]Shuai Wang, Yanqing Xu, Zhiguo Wang, Tsung-Hui Chang, Tony Q. S. Quek, Defeng Sun:
Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework. AAAI 2023: 10175-10183 - [c90]Jinpeng Hu, Dandan Guo, Yang Liu, Zhuo Li, Zhihong Chen, Xiang Wan, Tsung-Hui Chang:
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER. AAAI 2023: 12890-12898 - [c89]Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao, Tsung-Hui Chang:
Improving Grammatical Error Correction with Multimodal Feature Integration. ACL (Findings) 2023: 9328-9344 - [c88]Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang:
Improving Radiology Summarization with Radiograph and Anatomy Prompts. ACL (Findings) 2023: 12066-12080 - [c87]Junjie Sheng, Xiangfeng Wang, Bo Jin, Wenhao Li, Jun Wang, Junchi Yan, Tsung-Hui Chang, Hongyuan Zha:
Learning Structured Communication for Multi-Agent Reinforcement Learning. AAMAS 2023: 436-438 - [c86]Songyang Ge, Tsung-Hui Chang:
Gradient Tracking with Multiple Local SGD for Decentralized Non-Convex Learning. CDC 2023: 133-138 - [c85]Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang:
Batch Normalization Damages Federated Learning on NON-IID Data: Analysis and Remedy. ICASSP 2023: 1-5 - [c84]Yanqing Xu, Enbin Song, Qingjiang Shi, Tsung-Hui Chang:
Sparse Aggregation-Based Channel Estimation For Massive Mimo Systems With Decentralized Baseband Processing. ICASSP 2023: 1-5 - [c83]Minghe Zhu, Lei Li, Shuqiang Xia, Tsung-Hui Chang:
Information and Sensing Beamforming Optimization for Multi-User Multi-Target MIMO ISAC Systems. ICASSP 2023: 1-5 - [c82]Tenghao Cai, Songyang Ge, Yanqing Xu, Tsung-Hui Chang:
Approaching Centralized Multi-cell Coordinated Beamforming with Limited Backhaul Signaling. ICC 2023: 3559-3564 - [c81]Qingfeng Lin, Yang Li, Wei-Bin Kou, Tsung-Hui Chang, Yik-Chung Wu:
Communication-Efficient Joint Signal Compression and Activity Detection in Cell-Free Massive MIMO. ICC 2023: 5030-5035 - [c80]Xinzhi Ning, Shutao Zhang, Ye Xue, Xi Zheng, Qingjiang Shi, Tsung-Hui Chang:
Learning Beams Adaptive to the Environment: An RSRP-based Codebook Design. SPAWC 2023: 521-525 - [c79]Zhiwei Tang, Tsung-Hui Chang, Xiaojing Ye, Hongyuan Zha:
Low-rank matrix recovery with unknown correspondence. UAI 2023: 2111-2122 - [c78]Hao Wang, Zhiwei Tang, Shutao Zhang, Chao Shen, Tsung-Hui Chang:
Embracing Uncertainty: A Diffusion Generative Model of Spectrum Efficiency in 5G Networks. WCSP 2023: 880-885 - [i66]Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang:
Why Batch Normalization Damage Federated Learning on Non-IID Data? CoRR abs/2301.02982 (2023) - [i65]Songyang Ge, Tsung-Hui Chang:
Gradient and Variable Tracking with Multiple Local SGD for Decentralized Non-Convex Learning. CoRR abs/2302.01537 (2023) - [i64]Zhiwei Tang, Yanmeng Wang, Tsung-Hui Chang:
z-SignFedAvg: A Unified Stochastic Sign-based Compression for Federated Learning. CoRR abs/2302.02589 (2023) - [i63]Zhiwei Tang, Dmitry Rybin, Tsung-Hui Chang:
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles. CoRR abs/2303.03751 (2023) - [i62]Xilai Fan, Ya-Feng Liu, Liang Liu, Tsung-Hui Chang:
QoS-based Beamforming and Compression Design for Cooperative Cellular Networks via Lagrangian Duality. CoRR abs/2306.13962 (2023) - 2022
- [j64]Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha:
Learning structured communication for multi-agent reinforcement learning. Auton. Agents Multi Agent Syst. 36(2): 50 (2022) - [j63]Yanmeng Wang, Yanqing Xu, Qingjiang Shi, Tsung-Hui Chang:
Quantized Federated Learning Under Transmission Delay and Outage Constraints. IEEE J. Sel. Areas Commun. 40(1): 323-341 (2022) - [j62]Yancheng Yuan, Tsung-Hui Chang, Defeng Sun, Kim-Chuan Toh:
A Dimension Reduction Technique for Large-Scale Structured Sparse Optimization Problems with Application to Convex Clustering. SIAM J. Optim. 32(3): 2294-2318 (2022) - [j61]Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang:
Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling. IEEE Signal Process. Mag. 39(6): 18-52 (2022) - [j60]Lunchen Xie, Jiaqi Liu, Songtao Lu, Tsung-Hui Chang, Qingjiang Shi:
An Efficient Learning Framework for Federated XGBoost Using Secret Sharing and Distributed Optimization. ACM Trans. Intell. Syst. Technol. 13(5): 77:1-77:28 (2022) - [j59]Wenwen Min, Xiang Wan, Tsung-Hui Chang, Shihua Zhang:
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3842-3856 (2022) - [j58]Shuai Wang, Tsung-Hui Chang:
Federated Matrix Factorization: Algorithm Design and Application to Data Clustering. IEEE Trans. Signal Process. 70: 1625-1640 (2022) - [j57]Haoran Sun, Wenqiang Pu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong:
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective. IEEE Trans. Signal Process. 70: 1900-1917 (2022) - [j56]Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo:
Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem. IEEE Trans. Signal Process. 70: 3312-3327 (2022) - [j55]Shu Cai, Hongbo Zhu, Chao Shen, Tsung-Hui Chang:
Joint Symbol Level Precoding and Receive Beamforming Optimization for Multiuser MIMO Downlink. IEEE Trans. Signal Process. 70: 6185-6199 (2022) - [c77]Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang:
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction. ACL (Findings) 2022: 757-763 - [c76]Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang:
Graph Enhanced Contrastive Learning for Radiology Findings Summarization. ACL (1) 2022: 4677-4688 - [c75]Xinzhi Ning, Shutao Zhang, Xi Zheng, Tsung-Hui Chang:
Multi-Grid-Based Localized Statistical Channel Modeling: A Radio Map Approach. ISWCS 2022: 1-6 - [c74]Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang:
Multi-modal Masked Autoencoders for Medical Vision-and-Language Pre-training. MICCAI (5) 2022: 679-689 - [c73]Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang:
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction. NAACL-HLT (Findings) 2022: 1822-1831 - [c72]Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang:
Hero-Gang Neural Model For Named Entity Recognition. NAACL-HLT 2022: 1924-1936 - [c71]Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, Tsung-Hui Chang:
A Label-Aware Autoregressive Framework for Cross-Domain NER. NAACL-HLT (Findings) 2022: 2222-2232 - [c70]Lei Li, Qian Chen, Xing Zeng, Tsung-Hui Chang:
Downlink CSI Sensing from Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach. SPAWC 2022: 1-5 - [i61]Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang:
Graph Enhanced Contrastive Learning for Radiology Findings Summarization. CoRR abs/2204.00203 (2022) - [i60]Yiwei Li, Shuai Wang, Tsung-Hui Chang, Chong-Yung Chi:
Federated Stochastic Primal-dual Learning with Differential Privacy. CoRR abs/2204.12284 (2022) - [i59]Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang:
Hero-Gang Neural Model For Named Entity Recognition. CoRR abs/2205.07177 (2022) - [i58]Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang:
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction. CoRR abs/2205.09536 (2022) - [i57]Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang:
Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling. CoRR abs/2205.14283 (2022) - [i56]Lei Li, Xing Zeng, Ya-Feng Liu, Yanqing Xu, Tsung-Hui Chang:
CSI Sensing from Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach. CoRR abs/2206.13882 (2022) - [i55]Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang:
Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training. CoRR abs/2209.07098 (2022) - [i54]Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang:
Improving Radiology Summarization with Radiograph and Anatomy Prompts. CoRR abs/2210.08303 (2022) - [i53]Xinrao Li, Tong Zhang, Shuai Wang, Guangxu Zhu, Rui Wang, Tsung-Hui Chang:
Large-Scale Bandwidth and Power Optimization for Multi-Modal Edge Intelligence Autonomous Driving. CoRR abs/2210.09659 (2022) - [i52]Yanqing Xu, Bo Wang, Enbin Song, Qingjiang Shi, Tsung-Hui Chang:
Low-Complexity Channel Estimation for Massive MIMO Systems with Decentralized Baseband Processing. CoRR abs/2210.15917 (2022) - [i51]Shuai Wang, Yanqing Xu, Zhiguo Wang, Tsung-Hui Chang, Tony Q. S. Quek, Defeng Sun:
Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework. CoRR abs/2212.01519 (2022) - 2021
- [j54]Wenwen Min, Tsung-Hui Chang, Shihua Zhang, Xiang Wan:
TSCCA: A tensor sparse CCA method for detecting microRNA-gene patterns from multiple cancers. PLoS Comput. Biol. 17(6) (2021) - [j53]Zhiguo Wang, Jiawei Zhang, Tsung-Hui Chang, Jian Li, Zhi-Quan Luo:
Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems. IEEE Trans. Signal Process. 69: 4486-4501 (2021) - [j52]Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang:
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization. IEEE Trans. Signal Process. 69: 5273-5288 (2021) - [j51]Jinghong Tan, Tsung-Hui Chang, Kun Guo, Tony Q. S. Quek:
Robust Computation Offloading in Fog Radio Access Network With Fronthaul Compression. IEEE Trans. Wirel. Commun. 20(10): 6506-6521 (2021) - [c69]Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang:
Word Graph Guided Summarization for Radiology Findings. ACL/IJCNLP (Findings) 2021: 4980-4990 - [c68]Yang Liu, Yuanhe Tian, Tsung-Hui Chang, Song Wu, Xiang Wan, Yan Song:
Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts. BioNLP@NAACL-HLT 2021: 213-220 - [c67]Shuai Wang, Richard Cornelius Suwandi, Tsung-Hui Chang:
Demystifying Model Averaging for Communication-Efficient Federated Matrix Factorization. ICASSP 2021: 3680-3684 - [c66]Haoran Sun, Wenqiang Pu, Minghe Zhu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong:
Learning to Continuously Optimize Wireless Resource in Episodically Dynamic Environment. ICASSP 2021: 4945-4949 - [c65]Yanmeng Wang, Yanqing Xu, Qingjiang Shi, Tsung-Hui Chang:
Robust Federated Learning in Wireless Channels with Transmission Outage and Quantization Errors. SPAWC 2021: 586-590 - [i50]Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo:
Decentralized Non-Convex Learning with Linearly Coupled Constraints. CoRR abs/2103.05378 (2021) - [i49]Wenwen Min, Taosheng Xu, Xiang Wan, Tsung-Hui Chang:
Structured Sparse Non-negative Matrix Factorization with L20-Norm for scRNA-seq Data Analysis. CoRR abs/2104.13171 (2021) - [i48]Haoran Sun, Wenqiang Pu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong:
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective. CoRR abs/2105.01696 (2021) - [i47]Lunchen Xie, Jiaqi Liu, Songtao Lu, Tsung-Hui Chang, Qingjiang Shi:
An Efficient Learning Framework For Federated XGBoost Using Secret Sharing And Distributed Optimization. CoRR abs/2105.05717 (2021) - [i46]Yanmeng Wang, Yanqing Xu, Qingjiang Shi, Tsung-Hui Chang:
Quantized Federated Learning under Transmission Delay and Outage Constraints. CoRR abs/2106.09397 (2021) - [i45]Zhiwei Tang, Tsung-Hui Chang, Xiaojing Ye, Hongyuan Zha:
Low-rank Matrix Recovery With Unknown Correspondence. CoRR abs/2110.07959 (2021) - [i44]Zhiguo Wang, Xintong Wang, Ruoyu Sun, Tsung-Hui Chang:
Federated Semi-Supervised Learning with Class Distribution Mismatch. CoRR abs/2111.00010 (2021) - [i43]Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang:
Word Graph Guided Summarization for Radiology Findings. CoRR abs/2112.09925 (2021) - 2020
- [j50]Linfeng Li, Peng Wang, Jun Yan, Yao Wang, Simin Li, Jinpeng Jiang, Zhe Sun, Buzhou Tang, Tsung-Hui Chang, Shenghui Wang, Yuting Liu:
Real-world data medical knowledge graph: construction and applications. Artif. Intell. Medicine 103: 101817 (2020) - [j49]Ying Cui, Tsung-Hui Chang, Mingyi Hong, Jong-Shi Pang:
A Study of Piecewise Linear-Quadratic Programs. J. Optim. Theory Appl. 186(2): 523-553 (2020) - [j48]Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma, Zhi-Quan Luo:
A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization. Math. Oper. Res. 45(3): 833-861 (2020) - [j47]Tsung-Hui Chang, Mingyi Hong, Hoi-To Wai, Xinwei Zhang, Songtao Lu:
Distributed Learning in the Nonconvex World: From batch data to streaming and beyond. IEEE Signal Process. Mag. 37(3): 26-38 (2020) - [j46]Chao Shen, Tsung-Hui Chang, Jie Gong, Yong Zeng, Rui Zhang:
Multi-UAV Interference Coordination via Joint Trajectory and Power Control. IEEE Trans. Signal Process. 68: 843-858 (2020) - [j45]Qingjiang Shi, Mingyi Hong, Xiao Fu, Tsung-Hui Chang:
Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization - Part II: Applications. IEEE Trans. Signal Process. 68: 4242-4257 (2020) - [j44]Lei Li, Tsung-Hui Chang, Shu Cai:
UAV Positioning and Power Control for Two-Way Wireless Relaying. IEEE Trans. Wirel. Commun. 19(2): 1008-1024 (2020) - [j43]Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu:
Transmission Energy Minimization for Heterogeneous Low-Latency NOMA Downlink. IEEE Trans. Wirel. Commun. 19(2): 1054-1069 (2020) - [c64]Zhihong Chen, Yan Song, Tsung-Hui Chang, Xiang Wan:
Generating Radiology Reports via Memory-driven Transformer. EMNLP (1) 2020: 1439-1449 - [c63]Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo:
A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization. ICASSP 2020: 5740-5744 - [c62]Ailin Cao, Chao Shen, Jiaying Zong, Tsung-Hui Chang:
Peak Age-of-Information Minimization of UAV-Aided Relay Transmission. ICC Workshops 2020: 1-6 - [c61]Minghe Zhu, Tsung-Hui Chang:
Optimization Inspired Learning Network for Multiuser Robust Beamforming. SAM 2020: 1-5 - [c60]Yiwei Li, Tsung-Hui Chang, Chong-Yung Chi:
Secure Federated Averaging Algorithm with Differential Privacy. MLSP 2020: 1-6 - [i42]Tsung-Hui Chang, Mingyi Hong, Hoi-To Wai, Xinwei Zhang, Songtao Lu:
Distributed Learning in the Non-Convex World: From Batch to Streaming Data, and Beyond. CoRR abs/2001.04786 (2020) - [i41]Junjie Sheng, Xiangfeng Wang, Bo Jin, Junchi Yan, Wenhao Li, Tsung-Hui Chang, Jun Wang, Hongyuan Zha:
Learning Structured Communication for Multi-agent Reinforcement Learning. CoRR abs/2002.04235 (2020) - [i40]Shuai Wang, Tsung-Hui Chang:
Federated Clustering via Matrix Factorization Models: From Model Averaging to Gradient Sharing. CoRR abs/2002.04930 (2020) - [i39]Zhihong Chen, Yan Song, Tsung-Hui Chang, Xiang Wan:
Generating Radiology Reports via Memory-driven Transformer. CoRR abs/2010.16056 (2020) - [i38]Minghe Zhu, Tsung-Hui Chang, Mingyi Hong:
Learning to Beamform in Heterogeneous Massive MIMO Networks. CoRR abs/2011.03971 (2020) - [i37]Zhiguo Wang, Jiawei Zhang, Tsung-Hui Chang, Jian Li, Zhi-Quan Luo:
Distributed Stochastic Consensus Optimization with Momentum for Nonconvex Nonsmooth Problems. CoRR abs/2011.05082 (2020) - [i36]Haoran Sun, Wenqiang Pu, Minghe Zhu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong:
Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment. CoRR abs/2011.07782 (2020)
2010 – 2019
- 2019
- [j42]Jianhua Tang, Tony Q. S. Quek, Tsung-Hui Chang, Byonghyo Shim:
Systematic Resource Allocation in Cloud RAN With Caching as a Service Under Two Timescales. IEEE Trans. Commun. 67(11): 7755-7770 (2019) - [j41]Kuo-Ming Chen, Tsung-Hui Chang, Kai-Cheng Wang, Ta-Sung Lee:
Machine Learning Based Automatic Diagnosis in Mobile Communication Networks. IEEE Trans. Veh. Technol. 68(10): 10081-10093 (2019) - [j40]Xiaozhou Zhang, Tsung-Hui Chang, Ya-Feng Liu, Chao Shen, Gang Zhu:
Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems. IEEE Trans. Wirel. Commun. 18(6): 3078-3092 (2019) - [c59]Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang:
Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach. ICASSP 2019: 5576-5580 - [c58]Jianhua Tang, Byonghyo Shim, Tsung-Hui Chang, Tony Q. S. Quek:
Incorporating URLLC and Multicast eMBB in Sliced Cloud Radio Access Network. ICC 2019: 1-7 - [c57]Jiaying Zong, Chao Shen, Jing Cheng, Jie Gong, Tsung-Hui Chang, Lei Chen, Bo Ai:
Flight Time Minimization via UAV's Trajectory Design for Ground Sensor Data Collection. ISWCS 2019: 255-259 - [c56]Shu Cai, Tsung-Hui Chang, Hongbo Zhu:
Joint Symbol Level Precoding and Receive Beamforming for Multiuser MIMO Downlink. SPAWC 2019: 1-5 - [c55]Lei Li, Tsung-Hui Chang, Shu Cai:
UAV Positioning and Power Control for Wireless Two-Way Relaying. SPAWC 2019: 1-5 - [c54]Kuo-Ming Chen, Tsung-Hui Chang, Ta-Sung Lee:
Lifetime Maximization for Uplink Transmission in UAV-Enabled Wireless Networks. WCNC 2019: 1-6 - [i35]Lei Li, Tsung-Hui Chang, Shu Cai:
UAV Positioning and Power Control for Two-Way Wireless Relaying. CoRR abs/1904.08280 (2019) - [i34]Shuai Wang, Tsung-Hui Chang, Ying Cui, Jong-Shi Pang:
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization. CoRR abs/1906.00570 (2019) - 2018
- [j39]Jie Gong, Tsung-Hui Chang, Chao Shen, Xiang Chen:
Flight Time Minimization of UAV for Data Collection Over Wireless Sensor Networks. IEEE J. Sel. Areas Commun. 36(9): 1942-1954 (2018) - [j38]Tsung-Hui Chang, Ya-Feng Liu, Shih-Chun Lin:
QoS-Based Linear Transceiver Optimization for Full-Duplex Multiuser Communications. IEEE Trans. Signal Process. 66(9): 2300-2313 (2018) - [c53]Jie Gong, Jingjing Lin, Tsung-Hui Chang, Chao Shen, Xiang Chen:
Distributed Power Allocation for UAV-Assisted Multi-User Relay Networks. CSNDSP 2018: 1-6 - [c52]Xiaofang Sun, Chao Shen, Tsung-Hui Chang, Zhangdui Zhong:
Joint Resource Allocation and Trajectory Design for UAV-Aided Wireless Physical Layer Security. GLOBECOM Workshops 2018: 1-6 - [c51]Shuai Wang, Peng Wu, Manqi Zhou, Tsung-Hui Chang, Song Wu:
Cell Subclass Identification in Single-Cell RNA-Sequencing Data Using Orthogonal Nonnegative Matrix Factorization. ICASSP 2018: 876-880 - [c50]Nan Zhang, Ya-Feng Liu, Hamid Farmanbar, Tsung-Hui Chang, Mingyi Hong, Zhi-Quan Luo:
Software Defined Resource Allocation for Service-Oriented Networks. ICASSP 2018: 3769-3773 - [c49]Lu Liu, Zhifei Zhang, Chao Shen, Jie Gong, Tsung-Hui Chang:
Wireless Powered Cooperative Non-Orthogonal Multiple Access Transmission. ICC Workshops 2018: 1-6 - [c48]Chao Shen, Tsung-Hui Chang, Hanqing Xu, Yajun Zhao:
Joint Uplink and Downlink Transmission Design for URLLC Using Finite Blocklength Codes. ISWCS 2018: 1-5 - [c47]Jinghong Tan, Tsung-Hui Chang, Tony Q. S. Quek:
Minimum Energy Resource Allocation in FOG Radio Access Network with Fronthaul and Latency Constraints. SPAWC 2018: 1-5 - [c46]Jie Gong, Tsung-Hui Chang, Chao Shen, Xiang Chen:
Aviation time minimization of UAV for data collection from energy constrained sensor networks. WCNC 2018: 1-6 - [i33]Jie Gong, Tsung-Hui Chang, Chao Shen, Xiang Chen:
Aviation Time Minimization of UAV for Data Collection over Wireless Sensor Networks. CoRR abs/1801.02799 (2018) - [i32]Xiaozhou Zhang, Tsung-Hui Chang, Ya-Feng Liu, Chao Shen, Gang Zhu:
Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems. CoRR abs/1803.07395 (2018) - [i31]Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu:
On Energy-Efficient NOMA Designs for Heterogeneous Low-Latency Downlink Transmissions. CoRR abs/1806.09144 (2018) - 2017
- [j37]Nan Zhang, Ya-Feng Liu, Hamid Farmanbar, Tsung-Hui Chang, Mingyi Hong, Zhi-Quan Luo:
Network Slicing for Service-Oriented Networks Under Resource Constraints. IEEE J. Sel. Areas Commun. 35(11): 2512-2521 (2017) - [j36]Qitian Chen, Dong Kang, Yichu He, Tsung-Hui Chang, Ya-Feng Liu:
Joint Power and Admission Control Based on Channel Distribution Information: A Novel Two-Timescale Approach. IEEE Signal Process. Lett. 24(2): 196-200 (2017) - [j35]Shin-Ching Tsai, Yi-Hen Tseng, Tsung-Hui Chang:
Communication-Efficient Distributed Demand Response: A Randomized ADMM Approach. IEEE Trans. Smart Grid 8(3): 1085-1095 (2017) - [j34]Wing-Kin Ma, Jiaxian Pan, Anthony Man-Cho So, Tsung-Hui Chang:
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. 65(7): 1909-1924 (2017) - [j33]Mingyi Hong, Tsung-Hui Chang:
Stochastic Proximal Gradient Consensus Over Random Networks. IEEE Trans. Signal Process. 65(11): 2933-2948 (2017) - [c45]Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu:
Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints. GLOBECOM Workshops 2017: 1-6 - [c44]Xiaozhou Zhang, Tsung-Hui Chang, Ya-Feng Liu, Chao Shen, Gang Zhu:
Uplink and downlink user pairing in full-duplex multi-user systems: Complexity and algorithms. ICASSP 2017: 3629-3633 - [c43]Tsung-Hui Chang, Ya-Feng Liu, Shih-Chun Lin:
Max-min-fairness linear transceiver design for full-duplex multiuser systems. SPAWC 2017: 1-5 - [c42]Jianhua Tang, Long Teng, Tony Q. S. Quek, Tsung-Hui Chang, Byonghyo Shim:
Exploring the interactions of communication, computing and caching in cloud RAN under two timescale. SPAWC 2017: 1-6 - [i30]Qitian Chen, Dong Kang, Yichu He, Tsung-Hui Chang, Ya-Feng Liu:
Joint Power and Admission Control based on Channel Distribution Information: A Novel Two-Timescale Approach. CoRR abs/1701.01958 (2017) - [i29]Nan Zhang, Ya-Feng Liu, Hamid Farmanbar, Tsung-Hui Chang, Mingyi Hong, Zhi-Quan Luo:
Network Slicing for Service-Oriented Networks Under Resource Constraints. CoRR abs/1708.07463 (2017) - [i28]Yanqing Xu, Chao Shen, Tsung-Hui Chang, Shih-Chun Lin, Yajun Zhao, Gang Zhu:
Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints. CoRR abs/1712.04689 (2017) - [i27]Qingjiang Shi, Mingyi Hong, Xiao Fu, Tsung-Hui Chang:
Penalty Dual Decomposition Method For Nonsmooth Nonconvex Optimization. CoRR abs/1712.04767 (2017) - 2016
- [j32]Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao, Xiangfeng Wang:
Asynchronous Distributed ADMM for Large-Scale Optimization - Part I: Algorithm and Convergence Analysis. IEEE Trans. Signal Process. 64(12): 3118-3130 (2016) - [j31]Tsung-Hui Chang, Wei-Cheng Liao, Mingyi Hong, Xiangfeng Wang:
Asynchronous Distributed ADMM for Large-Scale Optimization - Part II: Linear Convergence Analysis and Numerical Performance. IEEE Trans. Signal Process. 64(12): 3131-3144 (2016) - [j30]Tsung-Hui Chang:
A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization. IEEE Trans. Signal Process. 64(14): 3719-3734 (2016) - [j29]Wei-Sheng Lai, Tsung-Hui Chang, Ta-Sung Lee:
Joint Power and Admission Control for Spectral and Energy Efficiency Maximization in Heterogeneous OFDMA Networks. IEEE Trans. Wirel. Commun. 15(5): 3531-3547 (2016) - [j28]Shengfeng Xu, Tsung-Hui Chang, Shih-Chun Lin, Chao Shen, Gang Zhu:
Energy-Efficient Packet Scheduling With Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms. IEEE Trans. Wirel. Commun. 15(8): 5527-5540 (2016) - [c41]Chia-Wei Wu, Tsung-Hui Chang:
ADMM approach to asynchronous distributed frequency-based load control. GlobalSIP 2016: 931-935 - [c40]Chi-Han Lee, Tsung-Hui Chang, Shih-Chun Lin:
Transmit-Receive Beamforming Optimization for Full-Duplex Cloud Radio Access Networks. GLOBECOM 2016: 1-6 - [c39]Davood Hajinezhad, Tsung-Hui Chang, Xiangfeng Wang, Qingjiang Shi, Mingyi Hong:
Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis. ICASSP 2016: 4742-4746 - [c38]Mingyi Hong, Tsung-Hui Chang:
Stochastic proximal gradient consensus over time-varying networks. ICASSP 2016: 4776-4780 - [c37]Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao, Xiangfeng Wang:
Asynchronous distributed alternating direction method of multipliers: Algorithm and convergence analysis. ICASSP 2016: 4781-4785 - [i26]Wing-Kin Ma, Jiaxian Pan, Anthony Man-Cho So, Tsung-Hui Chang:
Unraveling the Rank-One Solution Mystery of Robust MISO Downlink Transmit Optimization: A Verifiable Sufficient Condition via a New Duality Result. CoRR abs/1602.01569 (2016) - [i25]Shengfeng Xu, Tsung-Hui Chang, Shih-Chun Lin, Chao Shen, Gang Zhu:
Energy-Efficient Packet Scheduling with Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms. CoRR abs/1603.03133 (2016) - [i24]Tsung-Hui Chang, Ya-Feng Liu, Shih-Chun Lin:
QoS-Based Linear Transceiver Optimization for Full-Duplex Multi-User Communications. CoRR abs/1612.04958 (2016) - 2015
- [j27]Tsung-Hui Chang, Mingyi Hong, Xiangfeng Wang:
Multi-Agent Distributed Optimization via Inexact Consensus ADMM. IEEE Trans. Signal Process. 63(2): 482-497 (2015) - [j26]Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi:
Multicell Coordinated Beamforming With Rate Outage Constraint - Part I: Complexity Analysis. IEEE Trans. Signal Process. 63(11): 2749-2762 (2015) - [j25]Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi:
Multicell Coordinated Beamforming With Rate Outage Constraint - Part II: Efficient Approximation Algorithms. IEEE Trans. Signal Process. 63(11): 2763-2778 (2015) - [j24]Yao-Win Peter Hong, Wei-Chiang Li, Tsung-Hui Chang, Chia-Han Lee:
Coordinated Multicasting With Opportunistic User Selection in Multicell Wireless Systems. IEEE Trans. Signal Process. 63(13): 3506-3521 (2015) - [j23]Ye Yang, Tsung-Hui Chang, Meilu Lin, Jianhua Ge, Yancheng Ji:
Efficient Solutions to Distributed Beamforming for Two-Way Relay Networks Under Individual Relay Power Constraints. IEEE Trans. Veh. Technol. 64(4): 1643-1649 (2015) - [c36]Shengfeng Xu, Tsung-Hui Chang, Shih-Chun Lin, Chao Shen, Gang Zhu:
On the Convexity of Energy-Efficient Packet Scheduling Problem with Finite Blocklength Codes. GLOBECOM 2015: 1-6 - [c35]Tsung-Hui Chang:
A randomized dual consensus ADMM method for multi-agent distributed optimization. ICASSP 2015: 3541-3545 - [c34]Hoi-To Wai, Tsung-Hui Chang, Anna Scaglione:
A consensus-based decentralized algorithm for non-convex optimization with application to dictionary learning. ICASSP 2015: 3546-3550 - [i23]Yao-Win Peter Hong, Wei-Chiang Li, Tsung-Hui Chang, Chia-Han Lee:
Coordinated Multicasting with Opportunistic User Selection in Multicell Wireless Systems. CoRR abs/1504.04080 (2015) - [i22]Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao, Xiangfeng Wang:
Asynchronous Distributed ADMM for Large-Scale Optimization- Part I: Algorithm and Convergence Analysis. CoRR abs/1509.02597 (2015) - [i21]Tsung-Hui Chang, Wei-Cheng Liao, Mingyi Hong, Xiangfeng Wang:
Asynchronous Distributed ADMM for Large-Scale Optimization- Part II: Linear Convergence Analysis and Numerical Performance. CoRR abs/1509.02604 (2015) - [i20]Mingyi Hong, Tsung-Hui Chang:
Stochastic Proximal Gradient Consensus Over Random Networks. CoRR abs/1511.08905 (2015) - 2014
- [j22]Tsung-Hui Chang, Angelia Nedic, Anna Scaglione:
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method. IEEE Trans. Autom. Control. 59(6): 1524-1538 (2014) - [j21]Kun-Yu Wang, Anthony Man-Cho So, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization. IEEE Trans. Signal Process. 62(21): 5690-5705 (2014) - [j20]Qingjiang Shi, WeiQiang Xu, Tsung-Hui Chang, Yongchao Wang, Enbin Song:
Joint Beamforming and Power Splitting for MISO Interference Channel With SWIPT: An SOCP Relaxation and Decentralized Algorithm. IEEE Trans. Signal Process. 62(23): 6194-6208 (2014) - [j19]Chao Shen, Wei-Chiang Li, Tsung-Hui Chang:
Wireless Information and Energy Transfer in Multi-Antenna Interference Channel. IEEE Trans. Signal Process. 62(23): 6249-6264 (2014) - [c33]Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi:
On the complexity of SINR outage constrained max-min-fairness multicell coordinated beamforming problem. ICASSP 2014: 3484-3488 - [c32]Tsung-Hui Chang, Mingyi Hong, Xiangfeng Wang:
Multi-agent distributed large-scale optimization by inexact consensus alternating direction method of multipliers. ICASSP 2014: 6137-6141 - [c31]Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma, Zhi-Quan Luo:
A block coordinate descent method of multipliers: Convergence analysis and applications. ICASSP 2014: 7689-7693 - [c30]Xiangfeng Wang, Mingyi Hong, Tsung-Hui Chang, Meisam Razaviyayn, Zhi-Quan Luo:
Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers. ICASSP 2014: 7754-7758 - [i19]Tsung-Hui Chang, Mingyi Hong, Xiangfeng Wang:
Multi-Agent Distributed Optimization via Inexact Consensus ADMM. CoRR abs/1402.6065 (2014) - [i18]Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi:
Multicell Coordinated Beamforming with Rate Outage Constraint-Part I: Complexity Analysis. CoRR abs/1405.2982 (2014) - [i17]Wei-Chiang Li, Tsung-Hui Chang, Chong-Yung Chi:
Multicell Coordinated Beamforming with Rate Outage Constraint-Part II: Efficient Approximation Algorithms. CoRR abs/1405.2984 (2014) - [i16]Tsung-Hui Chang:
A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization. CoRR abs/1409.3307 (2014) - 2013
- [j18]Tsung-Hui Chang, Mahnoosh Alizadeh, Anna Scaglione:
Real-Time Power Balancing Via Decentralized Coordinated Home Energy Scheduling. IEEE Trans. Smart Grid 4(3): 1490-1504 (2013) - [j17]Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi:
Coordinated Beamforming for Multiuser MISO Interference Channel Under Rate Outage Constraints. IEEE Trans. Signal Process. 61(5): 1087-1103 (2013) - [j16]Chao-Wei Huang, Tsung-Hui Chang, Xiangyun Zhou, Yao-Win Peter Hong:
Two-Way Training for Discriminatory Channel Estimation in Wireless MIMO Systems. IEEE Trans. Signal Process. 61(10): 2724-2738 (2013) - [j15]Haohao Qin, Yin Sun, Tsung-Hui Chang, Xiang Chen, Chong-Yung Chi, Ming Zhao, Jing Wang:
Power Allocation and Time-Domain Artificial Noise Design for Wiretap OFDM with Discrete Inputs. IEEE Trans. Wirel. Commun. 12(6): 2717-2729 (2013) - [j14]Sau-Hsuan Wu, Lin-Kai Chiu, Ko-Yen Lin, Tsung-Hui Chang:
Robust Hybrid Beamforming with Phased Antenna Arrays for Downlink SDMA in Indoor 60 GHz Channels. IEEE Trans. Wirel. Commun. 12(9): 4542-4557 (2013) - [c29]Tsung-Hui Chang, Angelia Nedic, Anna Scaglione:
Distributed sparse regression by consensus-based primal-dual perturbation optimization. GlobalSIP 2013: 289-292 - [c28]Mahnoosh Alizadeh, Tsung-Hui Chang, Anna Scaglione:
On Modeling and Marketing the Demand Flexibility of Deferrable Loads at the Wholesale Level. HICSS 2013: 2177-2186 - [c27]Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi:
Outage constrained weighted sum rate maximization for MISO interference channel by pricing-based optimization. ICASSP 2013: 4799-4803 - [c26]Xiao Li, Anna Scaglione, Tsung-Hui Chang:
Optimal sensor placement for hybrid state estimation in smart grid. ICASSP 2013: 5253-5257 - [c25]Ye Yang, Tsung-Hui Chang, Jianhua Ge, Wing-Kin Ma, P. C. Ching:
Achieving full cooperative and frequency diversity in bit-interleaved coded two-way relay networks. WCNC 2013: 3254-3259 - [i15]Chao-Wei Huang, Tsung-Hui Chang, Xiangyun Zhou, Yao-Win Peter Hong:
Two-Way Training for Discriminatory Channel Estimation in Wireless MIMO Systems. CoRR abs/1301.4625 (2013) - [i14]Chao Shen, Wei-Chiang Li, Tsung-Hui Chang:
Simultaneous Information and Energy Transfer: A Two-User MISO Interference Channel Case. CoRR abs/1301.6302 (2013) - [i13]Haohao Qin, Yin Sun, Tsung-Hui Chang, Xiang Chen, Chong-Yung Chi, Ming Zhao, Jing Wang:
Power Allocation and Time-Domain Artificial Noise Design for Wiretap OFDM with Discrete Inputs. CoRR abs/1302.2330 (2013) - [i12]Tsung-Hui Chang, Mahnoosh Alizadeh, Anna Scaglione:
Real-Time Power Balancing via Decentralized Coordinated Home Energy Scheduling. CoRR abs/1302.3932 (2013) - [i11]Tsung-Hui Chang, Angelia Nedic, Anna Scaglione:
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method. CoRR abs/1304.5590 (2013) - [i10]Chao Shen, Wei-Chiang Li, Tsung-Hui Chang:
Wireless Information and Energy Transfer in Multi-Antenna Interference Channel. CoRR abs/1308.2838 (2013) - 2012
- [j13]Yin Sun, Xiaofeng Zhong, Tsung-Hui Chang, Shidong Zhou, Jing Wang, Chong-Yung Chi:
Optimal Real-Time Spectrum Sharing Between Cooperative Relay and Ad hoc Networks. IEEE Trans. Signal Process. 60(4): 1971-1985 (2012) - [j12]Chao Shen, Tsung-Hui Chang, Kun-Yu Wang, Zhengding Qiu, Chong-Yung Chi:
Distributed Robust Multicell Coordinated Beamforming With Imperfect CSI: An ADMM Approach. IEEE Trans. Signal Process. 60(6): 2988-3003 (2012) - [j11]Tsung-Hui Chang, Wing-Kin Ma, Chuan-Yuan Huang, Chong-Yung Chi:
Noncoherent OSTBC-OFDM for MIMO and Cooperative Communications: Perfect Channel Identifiability and Achievable Diversity Order. IEEE Trans. Signal Process. 60(9): 4849-4863 (2012) - [j10]Ye Yang, Tsung-Hui Chang, Wing-Kin Ma, Jianhua Ge, Chong-Yung Chi, Pak-Chung Ching:
Noncoherent Bit-Interleaved Coded OSTBC-OFDM with Maximum Spatial-Frequency Diversity. IEEE Trans. Wirel. Commun. 11(9): 3335-3347 (2012) - [c24]Mahnoosh Alizadeh, Tsung-Hui Chang, Anna Scaglione:
Grid integration of distributed renewables through coordinated demand response. CDC 2012: 3666-3671 - [c23]Chao Shen, Wei-Chiang Li, Tsung-Hui Chang:
Simultaneous information and energy transfer: A Two-user MISO interference channel case. GLOBECOM 2012: 3862-3867 - [c22]Chao Shen, Tsung-Hui Chang, Kun-Yu Wang, Zhengding Qiu, Chong-Yung Chi:
Chance-constrained robust beamforming for multi-cell coordinated downlink. GLOBECOM 2012: 4957-4962 - [c21]Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
Optimal transmission strategy for outage rate maximization in MISO fading channels with training. ICASSP 2012: 2945-2948 - [c20]Ta-Yuan Liu, Shih-Chun Lin, Tsung-Hui Chang, Yao-Win Peter Hong:
How much training is enough for secrecy beamforming with artificial noise. ICC 2012: 4782-4787 - [c19]Mahnoosh Alizadeh, Tsung-Hui Chang, Anna Scaglione, Chen Chen, Shalinee Kishore:
The emergence of deferrable energy requests and a greener future: What stands in the way? ISCCSP 2012: 1-6 - [c18]Ye Yang, Jianhua Ge, Tsung-Hui Chang, Yin Sun:
Noncoherent amplify-and-forward cooperative OFDM in block fading channels. WCSP 2012: 1-5 - [i9]Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
Worst-Case Robust Multiuser Transmit Beamforming Using Semidefinite Relaxation: Duality and Implications. CoRR abs/1204.0166 (2012) - [i8]Tsung-Hui Chang, Mahnoosh Alizadeh, Anna Scaglione:
Coordinated Home Energy Management for Real-Time Power Balancing. CoRR abs/1204.2252 (2012) - 2011
- [j9]Wei-Cheng Liao, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
QoS-Based Transmit Beamforming in the Presence of Eavesdroppers: An Optimized Artificial-Noise-Aided Approach. IEEE Trans. Signal Process. 59(3): 1202-1216 (2011) - [j8]Shih-Chun Lin, Tsung-Hui Chang, Ya-Lan Liang, Yao-Win Peter Hong, Chong-Yung Chi:
On the Impact of Quantized Channel Feedback in Guaranteeing Secrecy with Artificial Noise: The Noise Leakage Problem. IEEE Trans. Wirel. Commun. 10(3): 901-915 (2011) - [c17]Chao-Wei Huang, Tsung-Hui Chang, Xiangyun Zhou, Yao-Win Peter Hong:
Two-way discriminatory channel estimation for non-reciprocal wireless MIMO channels. ACSCC 2011: 202-206 - [c16]Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
Worst-case robust multiuser transmit beamforming using semidefinite relaxation: duality and implications. ACSCC 2011: 1579-1583 - [c15]Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Anthony Man-Cho So, Chong-Yung Chi:
Probabilistic SINR constrained robust transmit beamforming: A Bernstein-type inequality based conservative approach. ICASSP 2011: 3080-3083 - [c14]Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi:
A convex approximation approach to weighted sum rate maximization of multiuser MISO interference channel under outage constraints. ICASSP 2011: 3368-3371 - [c13]Tsung-Hui Chang, Wei-Cheng Chiang, Yao-Win Peter Hong, Chong-Yung Chi:
Joint Training and Beamforming Design for Performance Discrimination Using Artificial Noise. ICC 2011: 1-5 - [c12]Chao-Wei Huang, Xiangyun Zhou, Tsung-Hui Chang, Yao-Win Peter Hong:
Two-Way Training Design for Discriminatory Channel Estimation in Wireless MIMO Systems. ICC 2011: 1-5 - [c11]Chao Shen, Kun-Yu Wang, Tsung-Hui Chang, Zhengding Qiu, Chong-Yung Chi:
Worst-Case SINR Constrained Robust Coordinated Beamforming for Multicell Wireless Systems. ICC 2011: 1-5 - [i7]Yin Sun, Xiaofeng Zhong, Tsung-Hui Chang, Shidong Zhou, Jing Wang, Chong-Yung Chi:
Spectrum Sharing between Cooperative Relay and Ad-hoc Networks: Dynamic Spectrum Access, Resource Allocation and Real-time Implementation. CoRR abs/1106.0831 (2011) - [i6]Chao Shen, Kun-Yu Wang, Tsung-Hui Chang, Zhengding Qiu, Chong-Yung Chi:
Worst-Case SINR Constrained Robust Coordinated Beamforming for Multicell Wireless Systems. CoRR abs/1106.1351 (2011) - [i5]Chao Shen, Tsung-Hui Chang, Kun-Yu Wang, Zhengding Qiu, Chong-Yung Chi:
Distributed Robust Multi-Cell Coordinated Beamforming with Imperfect CSI: An ADMM Approach. CoRR abs/1107.2018 (2011) - [i4]Kun-Yu Wang, Anthony Man-Cho So, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization. CoRR abs/1108.0982 (2011) - [i3]Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi:
Coordinated Beamforming for Multiuser MISO Interference Channel under Rate Outage Constraints. CoRR abs/1108.4475 (2011) - 2010
- [j7]Tsung-Hui Chang, Chien-Wei Hsin, Wing-Kin Ma, Chong-Yung Chi:
A linear fractional semidefinite relaxation approach to maximum-likelihood detection of higher-order QAM OSTBC in unknown channels. IEEE Trans. Signal Process. 58(4): 2315-2326 (2010) - [j6]Tsung-Hui Chang, Wei-Cheng Chiang, Yao-Win Peter Hong, Chong-Yung Chi:
Training Sequence Design for Discriminatory Channel Estimation in Wireless MIMO Systems. IEEE Trans. Signal Process. 58(12): 6223-6237 (2010) - [c10]Kun-Yu Wang, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
A semidefinite relaxation based conservative approach to robust transmit beamforming with probabilistic sinr constraints. EUSIPCO 2010: 407-411 - [c9]Wei-Cheng Liao, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
Joint transmit beamforming and artificial noise design for QoS discrimination inwireless downlink. ICASSP 2010: 2562-2565 - [c8]Shih-Chun Lin, Tsung-Hui Chang, Yao-Win Peter Hong, Chong-Yung Chi:
On the Impact of Quantized Channel Direction Feedback in Multiple-Antenna Wiretap Channels. ICC 2010: 1-5 - [c7]Wan-Jen Huang, Yung-Shun Wang, Yao-Win Peter Hong, Tsung-Hui Chang:
Decentralized Reduced-Rank Multiuser Relaying for Cooperative Uplink CDMA Networks. VTC Spring 2010: 1-5 - [p1]Zhi-Quan Luo, Tsung-Hui Chang:
SDP relaxation of homogeneous quadratic optimization. Convex Optimization in Signal Processing and Communications 2010: 117-165 - [i2]Wei-Chiang Li, Tsung-Hui Chang, Che Lin, Chong-Yung Chi:
A convex approximation approach to Weighted Sum Rate Maximization of Multiuser MISO Interference Channel under outage constraints. CoRR abs/1010.4690 (2010)
2000 – 2009
- 2009
- [j5]Xiang Chen, Chong-Yung Chi, Tsung-Hui Chang, Chon-Wa Wong:
Non-Cancellation Multistage Kurtosis Maximization with Prewhitening for Blind Source Separation. EURASIP J. Adv. Signal Process. 2009 (2009) - [j4]Wing-Kin Ma, Chao-Cheng Su, Joakim Jaldén, Tsung-Hui Chang, Chong-Yung Chi:
The Equivalence of Semidefinite Relaxation MIMO Detectors for Higher-Order QAM. IEEE J. Sel. Top. Signal Process. 3(6): 1038-1052 (2009) - [j3]P. De, Tsung-Hui Chang, Chong-Yung Chi:
Linear prediction based semiblind channel estimation for multiuser OFDM with insufficient guard interval. IEEE Trans. Wirel. Commun. 8(12): 5728-5736 (2009) - [c6]Tsung-Hui Chang, Wing-Kin Ma, Chuan-Yuan Huang, Chong-Yung Chi:
On perfect channel identifiability of semiblind ML detection of orthogonal space-time block coded OFDM. ICASSP 2009: 2713-2716 - [c5]Ya-Lan Liang, Yung-Shun Wang, Tsung-Hui Chang, Yao-Win Peter Hong, Chong-Yung Chi:
On the impact of quantized channel feedback in guaranteeing secrecy with artificial noise. ISIT 2009: 2351-2355 - 2008
- [j2]Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
Maximum-Likelihood Detection of Orthogonal Space-Time Block Coded OFDM in Unknown Block Fading Channels. IEEE Trans. Signal Process. 56(4): 1637-1649 (2008) - [j1]Tsung-Hui Chang, Zhi-Quan Luo, Chong-Yung Chi:
Approximation Bounds for Semidefinite Relaxation of Max-Min-Fair Multicast Transmit Beamforming Problem. IEEE Trans. Signal Process. 56(8-2): 3932-3943 (2008) - [c4]Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi:
A convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM. ICASSP 2008: 4053-4056 - [c3]Chien-Wei Hsin, Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
A Linear Fractional Semidefinite Relaxed ML Approach to Blind Detection of 16-QAM Orthogonal Space-Time Block Codes. ICC 2008: 790-794 - [i1]Wing-Kin Ma, Chao-Cheng Su, Joakim Jaldén, Tsung-Hui Chang, Chong-Yung Chi:
The Equivalence of Semidefinite Relaxation MIMO Detectors for Higher-Order QAM. CoRR abs/0809.4529 (2008) - 2007
- [c2]Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
Semiblind ML OSTBC-OFDM Detection in Block Fading Channels. ICASSP (3) 2007: 309-312 - 2006
- [c1]Tsung-Hui Chang, Wing-Kin Ma, Chong-Yung Chi:
Group-wise blind OFDM ML detection for complexity reduction. EUSIPCO 2006: 1-5
Coauthor Index
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