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2020 – today
- 2025
[j199]Jiancong Xiao, Liusha Yang, Yanbo Fan
, Jue Wang, Zhi-Quan Luo:
Understanding adversarial robustness against on-manifold adversarial examples. Pattern Recognit. 159: 111071 (2025)- 2024
- [j198]Hao Liang, Zhi-Quan Luo:
Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds. J. Mach. Learn. Res. 25: 221:1-221:56 (2024) - [j197]Qingqing Wu, Beixiong Zheng, Changsheng You, Lipeng Zhu, Kaiming Shen, Xiaodan Shao, Weidong Mei, Boya Di, Hongliang Zhang, Ertugrul Basar, Lingyang Song, Marco Di Renzo, Zhi-Quan Luo, Rui Zhang:
Intelligent Surfaces Empowered Wireless Network: Recent Advances and the Road to 6G. Proc. IEEE 112(7): 724-763 (2024) - [j196]Fan Xu, Jiawei Yao, Wenhai Lai, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo:
Coordinating Multiple Intelligent Reflecting Surfaces Without Channel Information. IEEE Trans. Signal Process. 72: 31-46 (2024) - [j195]Kai Li, Ying Li, Lei Cheng, Qingjiang Shi, Zhi-Quan Luo:
Downlink Channel Covariance Matrix Reconstruction for FDD Massive MIMO Systems With Limited Feedback. IEEE Trans. Signal Process. 72: 1032-1048 (2024) - [j194]Wei-Kun Chen, Zheyu Wu, Rui-Jin Zhang, Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
An Efficient Benders Decomposition Approach for Optimal Large-Scale Network Slicing. IEEE Trans. Signal Process. 72: 4935-4949 (2024) - [j193]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) - [j192]Fan Xu, Jiawei Yao, Wenhai Lai, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo:
Blind Beamforming for Coverage Enhancement With Intelligent Reflecting Surface. IEEE Trans. Wirel. Commun. 23(11): 15736-15752 (2024) - [j191]Kai Li, Ying Li, Lei Cheng, Zhi-Quan Luo:
Enhancing Multi-Stream Beamforming Through CQIs for 5G NR FDD Massive MIMO Communications: A Tuning-Free Scheme. IEEE Trans. Wirel. Commun. 23(11): 17508-17521 (2024) - [c164]Yingru Li, Zhi-Quan Luo:
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation. AISTATS 2024: 559-567 - [c163]Hanning Tang, Liusha Yang, Rui Zhou, Jing Liang, Hong Wei, Xuan Wang, Qingjiang Shi, Zhi-Quan Luo:
Assessing Air-Interface Dataset Similarity and Diversity for AI-Enabled Wireless Communications. ICC Workshops 2024: 1623-1628 - [c162]Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo:
Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent. ICML 2024 - [c161]Ziniu Li, Tian Xu, Yushun Zhang, Zhihang Lin, Yang Yu, Ruoyu Sun, Zhi-Quan Luo:
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models. ICML 2024 - [c160]Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo, Asuman E. Ozdaglar:
Uniformly Stable Algorithms for Adversarial Training and Beyond. ICML 2024 - [c159]Liangqi Liu, Wenqiang Pu, Yingru Li, Bo Jiu, Zhi-Quan Luo:
Radar Anti-Jamming Strategy Learning via Domain-Knowledge Enhanced Online Convex Optimization. SAM 2024: 1-5 - [c158]Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Ruoyu Sun, Zhi-Ming Ma, Tie-Yan Liu, Zhi-Quan Luo, Wei Chen:
Provable Adaptivity of Adam under Non-uniform Smoothness. KDD 2024: 2960-2969 - [i80]Yingru Li, Liangqi Liu, Wenqiang Pu, Hao Liang, Zhi-Quan Luo:
Optimistic Thompson Sampling for No-Regret Learning in Unknown Games. CoRR abs/2402.09456 (2024) - [i79]Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo:
HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments. CoRR abs/2402.10228 (2024) - [i78]Yushun Zhang, Congliang Chen, Tian Ding, Ziniu Li, Ruoyu Sun, Zhi-Quan Luo:
Why Transformers Need Adam: A Hessian Perspective. CoRR abs/2402.16788 (2024) - [i77]Yingru Li, Zhi-Quan Luo:
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation. CoRR abs/2403.11175 (2024) - [i76]Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo, Asuman E. Ozdaglar:
Uniformly Stable Algorithms for Adversarial Training and Beyond. CoRR abs/2405.01817 (2024) - [i75]Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun:
Adam-mini: Use Fewer Learning Rates To Gain More. CoRR abs/2406.16793 (2024) - [i74]Fan Xu, Jiawei Yao, Wenhai Lai, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo:
Blind Beamforming for Coverage Enhancement with Intelligent Reflecting Surface. CoRR abs/2407.12648 (2024) - [i73]Yingru Li, Jiawei Xu, Zhi-Quan Luo:
Adaptive Foundation Models for Online Decisions: HyperAgent with Fast Incremental Uncertainty Estimation. CoRR abs/2407.13195 (2024) - [i72]Ziniu Li, Congliang Chen, Tian Xu, Zeyu Qin, Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo:
Entropic Distribution Matching in Supervised Fine-tuning of LLMs: Less Overfitting and Better Diversity. CoRR abs/2408.16673 (2024) - [i71]Wei-Kun Chen, Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
QoS-Aware and Routing-Flexible Network Slicing for Service-Oriented Networks. CoRR abs/2409.13943 (2024) - 2023
- [j190]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) - [j189]Wenqiang Pu, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo:
A penalized inequality-constrained approach for robust beamforming with DoF limitation. Signal Process. 202: 108746 (2023) - [j188]Yongwei Huang, Hao Fu, Sergiy A. Vorobyov, Zhi-Quan Luo:
Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets. IEEE Trans. Signal Process. 71: 218-232 (2023) - [j187]Xiaotong Zhao, Siyuan Lu, Qingjiang Shi, Zhi-Quan Luo:
Rethinking WMMSE: Can Its Complexity Scale Linearly With the Number of BS Antennas? IEEE Trans. Signal Process. 71: 433-446 (2023) - [j186]Weikun Chen, Ya-Feng Liu, Fan Liu, Yu-Hong Dai, Zhi-Quan Luo:
Towards Efficient Large-Scale Network Slicing: An LP Dynamic Rounding-and-Refinement Approach. IEEE Trans. Signal Process. 71: 615-630 (2023) - [j185]Wenqiang Pu, Ya-Feng Liu, Zhi-Quan Luo:
Efficient Estimation of Sensor Biases for the 3-D Asynchronous Multi-Sensor System. IEEE Trans. Signal Process. 71: 2420-2433 (2023) - [j184]Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo:
Efficient-Adam: Communication-Efficient Distributed Adam. IEEE Trans. Signal Process. 71: 3257-3266 (2023) - [j183]Shuyi Ren, Kaiming Shen, Yaowen Zhang, Xin Li, Xin Chen, Zhi-Quan Luo:
Configuring Intelligent Reflecting Surface With Performance Guarantees: Blind Beamforming. IEEE Trans. Wirel. Commun. 22(5): 3355-3370 (2023) - [j182]Shuyi Ren, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo:
A Linear Time Algorithm for the Optimal Discrete IRS Beamforming. IEEE Wirel. Commun. Lett. 12(3): 496-500 (2023) - [c157]Jiawei Yao, Fan Xu, Wenhai Lai, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo:
Blind Beamforming for Multiple Intelligent Reflecting Surfaces. ICC 2023: 871-876 - [c156]Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo:
Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks. ICCV 2023: 6143-6153 - [c155]Hao Liang, Zhi-Quan Luo:
A Distribution Optimization Framework for Confidence Bounds of Risk Measures. ICML 2023: 20677-20705 - [c154]Ziniu Li, Tian Xu, Zeyu Qin, Yang Yu, Zhi-Quan Luo:
Imitation Learning from Imperfection: Theoretical Justifications and Algorithms. NeurIPS 2023 - [c153]Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo:
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization. NeurIPS 2023 - [c152]Fan Xu, Jiawei Yao, Wenhai Lai, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo:
Blind Beamforming for Multiple-IRS Assisted Wireless Transmission. SPAWC 2023: 136-140 - [c151]Kai Li, Wenqiang Pu, Zhi-Quan Luo:
An Exploration-Estimation Beamforming Scheme For 5GNR FDD Massive MIMO Communications. SPAWC 2023: 146-150 - [c150]Wei-Kun Chen, Ya-Feng Liu, Rui-Jin Zhang, Yu-Hong Dai, Zhi-Quan Luo:
An Efficient Decomposition Algorithm for Large-Scale Network Slicing. SPAWC 2023: 171-175 - [c149]Tian Xu, Ziniu Li, Yang Yu, Zhi-Quan Luo:
Provably Efficient Adversarial Imitation Learning with Unknown Transitions. UAI 2023: 2367-2378 - [i70]Ziniu Li, Tian Xu, Yang Yu, Zhi-Quan Luo:
Theoretical Analysis of Offline Imitation With Supplementary Dataset. CoRR abs/2301.11687 (2023) - [i69]Fan Xu, Jiawei Yao, Wenhai Lai, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo:
Coordinating Multiple Intelligent Reflecting Surfaces without Channel Information. CoRR abs/2302.09717 (2023) - [i68]Dmitry Rybin, Ruoyu Sun, Zhi-Quan Luo:
Invariant Layers for Graphs with Nodes of Different Types. CoRR abs/2302.13551 (2023) - [i67]Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo:
Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks. CoRR abs/2302.14311 (2023) - [i66]Hao Liang, Zhi-Quan Luo:
Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures. CoRR abs/2306.02399 (2023) - [i65]Tian Xu, Ziniu Li, Yang Yu, Zhi-Quan Luo:
Provably Efficient Adversarial Imitation Learning with Unknown Transitions. CoRR abs/2306.06563 (2023) - [i64]Hao Liang, Zhi-Quan Luo:
A Distribution Optimization Framework for Confidence Bounds of Risk Measures. CoRR abs/2306.07059 (2023) - [i63]Wei-Kun Chen, Ya-Feng Liu, Rui-Jin Zhang, Yu-Hong Dai, Zhi-Quan Luo:
An Efficient Decomposition Algorithm for Large-Scale Network Slicing. CoRR abs/2306.15247 (2023) - [i62]Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo:
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization. CoRR abs/2310.06182 (2023) - [i61]Ziniu Li, Tian Xu, Yushun Zhang, Yang Yu, Ruoyu Sun, Zhi-Quan Luo:
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models. CoRR abs/2310.10505 (2023) - [i60]Ali Maatouk, Fadhel Ayed, Nicola Piovesan, Antonio De Domenico, Mérouane Debbah, Zhi-Quan Luo:
TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge. CoRR abs/2310.15051 (2023) - [i59]Qingqing Wu, Beixiong Zheng, Changsheng You, Lipeng Zhu, Kaiming Shen, Xiaodan Shao, Weidong Mei, Boya Di, Hongliang Zhang, Ertugrul Basar, Lingyang Song, Marco Di Renzo, Zhi-Quan Luo, Rui Zhang:
Intelligent Surfaces Empowered Wireless Network: Recent Advances and The Road to 6G. CoRR abs/2312.16918 (2023) - 2022
- [j181]Atefeh Khatiri, Ghasem Mirjalily, Zhi-Quan Luo:
Balanced resource allocation for VNF service chain provisioning in inter-datacenter elastic optical networks. Comput. Networks 203: 108717 (2022) - [j180]Mina Asgarian, Ghasem Mirjalily, Zhi-Quan Luo:
Trade-Off Between Efficiency and Complexity in Multi-Stage Embedding of Multicast VNF Service Chains. IEEE Commun. Lett. 26(2): 429-433 (2022) - [j179]Navid Reyhanian, Zhi-Quan Luo:
Data-Driven Adaptive Network Slicing for Multi-Tenant Networks. IEEE J. Sel. Top. Signal Process. 16(1): 113-128 (2022) - [j178]Yaowen Zhang, Kaiming Shen, Shuyi Ren, Xin Li, Xin Chen, Zhi-Quan Luo:
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming. IEEE J. Sel. Top. Signal Process. 16(5): 967-979 (2022) - [j177]Qingyan Meng, Shen Yan, Mingqing Xiao, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo:
Training much deeper spiking neural networks with a small number of time-steps. Neural Networks 153: 254-268 (2022) - [j176]Jiawei Zhang, Zhi-Quan Luo:
A Global Dual Error Bound and Its Application to the Analysis of Linearly Constrained Nonconvex Optimization. SIAM J. Optim. 32(3): 2319-2346 (2022) - [j175]Ghasem Mirjalily, Mina Asgarian, Zhi-Quan Luo:
Interference-Aware NFV-Enabled Multicast Service in Resource-Constrained Wireless Mesh Networks. IEEE Trans. Netw. Serv. Manag. 19(1): 424-436 (2022) - [j174]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) - [j173]Navid Reyhanian, Hamid Farmanbar, Zhi-Quan Luo:
Resource Reservation in Backhaul and Radio Access Network With Uncertain User Demands. IEEE Trans. Veh. Technol. 71(10): 10878-10893 (2022) - [c148]Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo:
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation. CVPR 2022: 12434-12443 - [c147]Wei-Kun Chen, Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
Optimal Qos-Aware Network Slicing for Service-Oriented Networks with Flexible Routing. ICASSP 2022: 5288-5292 - [c146]Tianjian Zhang, Qian Chen, Yi Jiang, Dandan Miao, Feng Yin, Tao Quan, Qingjiang Shi, Zhi-Quan Luo:
ICASSP-SPGC 2022: Root Cause Analysis for Wireless Network Fault Localization. ICASSP 2022: 9301-9305 - [c145]Ziniu Li, Yingru Li, Yushun Zhang, Tong Zhang, Zhi-Quan Luo:
HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning. ICLR 2022 - [c144]Tianjian Zhang, Feng Yin, Zhi-Quan Luo:
Fast Generic Interaction Detection for Model Interpretability and Compression. ICLR 2022 - [c143]Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Jue Wang, Zhi-Quan Luo:
Stability Analysis and Generalization Bounds of Adversarial Training. NeurIPS 2022 - [c142]Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo:
Adam Can Converge Without Any Modification On Update Rules. NeurIPS 2022 - [i58]Ziniu Li, Tian Xu, Yang Yu, Zhi-Quan Luo:
Rethinking ValueDice: Does It Really Improve Performance? CoRR abs/2202.02468 (2022) - [i57]Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo:
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation. CoRR abs/2205.00459 (2022) - [i56]Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo:
Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis. CoRR abs/2205.14473 (2022) - [i55]Yun-Bin Zhao, Zhi-Quan Luo:
Natural Thresholding Algorithms for Signal Recovery with Sparsity. CoRR abs/2207.09622 (2022) - [i54]Tian Xu, Ziniu Li, Yang Yu, Zhi-Quan Luo:
Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis. CoRR abs/2208.01899 (2022) - [i53]Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo:
Adam Can Converge Without Any Modification on Update Rules. CoRR abs/2208.09632 (2022) - [i52]Jiancong Xiao, Liusha Yang, Yanbo Fan, Jue Wang, Zhi-Quan Luo:
Understanding Adversarial Robustness Against On-manifold Adversarial Examples. CoRR abs/2210.00430 (2022) - [i51]Jiancong Xiao, Zeyu Qin, Yanbo Fan, Baoyuan Wu, Jue Wang, Zhi-Quan Luo:
Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis. CoRR abs/2210.00557 (2022) - [i50]Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Jue Wang, Zhi-Quan Luo:
Stability Analysis and Generalization Bounds of Adversarial Training. CoRR abs/2210.00960 (2022) - [i49]Jiawei Zhang, Yushun Zhang, Mingyi Hong, Ruoyu Sun, Zhi-Quan Luo:
When Expressivity Meets Trainability: Fewer than n Neurons Can Work. CoRR abs/2210.12001 (2022) - [i48]Hao Liang, Zhi-Quan Luo:
Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds. CoRR abs/2210.14051 (2022) - [i47]Dmitry Rybin, Shuyi Ren, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo:
A Linear Time Algorithm for the Optimal Discrete IRS Beamforming. CoRR abs/2211.04704 (2022) - [i46]Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Zhi-Quan Luo:
Adversarial Rademacher Complexity of Deep Neural Networks. CoRR abs/2211.14966 (2022) - 2021
- [j172]Mina Asgarian, Ghasem Mirjalily, Zhi-Quan Luo:
Embedding Multicast Service Function Chains in NFV-Enabled Networks. IEEE Commun. Lett. 25(4): 1264-1268 (2021) - [j171]Yun-Bin Zhao, Zhi-Quan Luo:
Analysis of optimal thresholding algorithms for compressed sensing. Signal Process. 187: 108148 (2021) - [j170]Siddharth Roheda, Hamid Krim, Zhi-Quan Luo, Tianfu Wu:
Event driven sensor fusion. Signal Process. 188: 108241 (2021) - [j169]Weikun Chen, Ya-Feng Liu, Antonio De Domenico, Zhi-Quan Luo, Yu-Hong Dai:
Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency. IEEE Trans. Netw. Serv. Manag. 18(4): 4337-4352 (2021) - [j168]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) - [j167]Yi Yuan, Gan Zheng, Kai-Kit Wong, Björn E. Ottersten, Zhi-Quan Luo:
Transfer Learning and Meta Learning-Based Fast Downlink Beamforming Adaptation. IEEE Trans. Wirel. Commun. 20(3): 1742-1755 (2021) - [c141]Navid Reyhanian, Zhi-Quan Luo:
Data-Driven Optimized Slice Activation in Multi-Tenant 5G Networks. ACSCC 2021: 33-37 - [c140]Congliang Chen, Jiawei Zhang, Li Shen, Peilin Zhao, Zhi-Quan Luo:
Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization. AISTATS 2021: 1594-1602 - [c139]Yaowen Zhang, Shuyi Ren, Kaiming Shen, Zhi-Quan Luo:
Optimal Discrete Beamforming for Intelligent Reflecting Surface. GLOBECOM 2021: 1-6 - [c138]Navid Reyhanian, Hamid Farmanbar, Zhi-Quan Luo:
Data-Driven Adaptive Network Resource Slicing for Multi-Tenant Networks. ICASSP 2021: 4715-4719 - [c137]Weikun Chen, Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
An Efficient Linear Programming Rounding-and-Refinement Algorithm for Large-Scale Network Slicing Problem. ICASSP 2021: 4735-4739 - [c136]Kai Li, Ying Li, Lei Cheng, Qingjiang Shi, Zhi-Quan Luo:
Pushing The Limit of Type I Codebook For Fdd Massive Mimo Beamforming: A Channel Covariance Reconstruction Approach. ICASSP 2021: 4785-4789 - [c135]Jiawei Zhang, Yushun Zhang, Mingyi Hong, Ruoyu Sun, Zhi-Quan Luo:
When Expressivity Meets Trainability: Fewer than $n$ Neurons Can Work. NeurIPS 2021: 9167-9180 - [c134]Kai Li, Ying Li, Lei Cheng, Qingjiang Shi, Zhi-Quan Luo:
Learning Enhanced Beamforming Vector From CQIs in 5G NR FDD Massive MIMO Systems: A Tuning-free Approach. SPAWC 2021: 21-25 - [c133]Ying Li, Kai Li, Lei Cheng, Qingjiang Shi, Zhi-Quan Luo:
Digital Twin-Aided Learning to Enable Robust Beamforming: Limited Feedback Meets Deep Generative Models. SPAWC 2021: 26-30 - [i45]Weikun Chen, Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
An efficient linear programming rounding-and-refinement algorithm for large-scale network slicing problem. CoRR abs/2102.02563 (2021) - [i44]Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo:
Decentralized Non-Convex Learning with Linearly Coupled Constraints. CoRR abs/2103.05378 (2021) - [i43]Wei-Kun Chen, Ya-Feng Liu, Fan Liu, Yu-Hong Dai, Zhi-Quan Luo:
Towards Efficient Large-Scale Network Slicing: An LP Rounding-and-Refinement Approach. CoRR abs/2107.14404 (2021) - [i42]Yun-Bin Zhao, Zhi-Quan Luo:
Dynamic Orthogonal Matching Pursuit for Signal Reconstruction. CoRR abs/2108.09892 (2021) - [i41]Wei-Kun Chen, Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
Optimal QoS-Aware Network Slicing for Service-Oriented Networks with Flexible Routing. CoRR abs/2110.03915 (2021) - [i40]Yaowen Zhang, Kaiming Shen, Shuyi Ren, Xin Li, Xin Chen, Zhi-Quan Luo:
Configuring Intelligent Reflecting Surface with Performance Guarantees: Optimal Beamforming. CoRR abs/2112.02260 (2021) - [i39]Shuyi Ren, Kaiming Shen, Yaowen Zhang, Xin Li, Xin Chen, Zhi-Quan Luo:
Configuring Intelligent Reflecting Surface with Performance Guarantees: Blind Beamforming. CoRR abs/2112.02285 (2021) - 2020
- [j166]Ruoyu Sun, Zhi-Quan Luo, Yinyu Ye:
On the Efficiency of Random Permutation for ADMM and Coordinate Descent. Math. Oper. Res. 45(1): 233-271 (2020) - [j165]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) - [j164]Jiawei Zhang, Zhi-Quan Luo:
A Proximal Alternating Direction Method of Multiplier for Linearly Constrained Nonconvex Minimization. SIAM J. Optim. 30(3): 2272-2302 (2020) - [j163]Yang Yang, Marius Pesavento, Zhi-Quan Luo, Björn E. Ottersten:
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization. IEEE Trans. Signal Process. 68: 947-961 (2020) - [j162]Yongwei Huang, Sergiy A. Vorobyov, Zhi-Quan Luo:
Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-Rank Signal Model. IEEE Trans. Signal Process. 68: 2244-2255 (2020) - [j161]Feng Yin, Lishuo Pan, Tianshi Chen, Sergios Theodoridis, Zhi-Quan Tom Luo, Abdelhak M. Zoubir:
Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series. IEEE Trans. Signal Process. 68: 5260-5275 (2020) - [c132]Navid Reyhanian, Hamid Farmanbar, Soheil Mohajer, Zhi-Quan Luo:
Joint Resource Allocation and Routing for Service Function Chaining with In-Subnetwork Processing. ICASSP 2020: 4990-4994 - [c131]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 - [c130]Wenqiang Pu, Peng Zan, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo:
Evaluation of Joint Auditory Attention Decoding and Adaptive Binaural Beamforming Approach for Hearing Devices with Attention Switching. ICASSP 2020: 8728-8732 - [c129]Tianyu Cao, Wenqiang Pu, Pengyu Zhang, Zhi-Quan Luo:
Beam Pattern Synthesis for Conformal Array with Sidelobe and Polarization Control: A Penalized Inequality Approach. SAM 2020: 1-5 - [c128]Jiawei Zhang, Peijun Xiao, Ruoyu Sun, Zhi-Quan Luo:
A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems. NeurIPS 2020 - [c127]Weikun Chen, Ya-Feng Liu, Antonio De Domenico, Zhi-Quan Luo:
Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency. SPAWC 2020: 1-5 - [c126]Navid Reyhanian, Hamid Farmanbar, Zhi-Quan Luo:
Resource Reservation in Backhaul and Radio Access Network with Uncertain User Demands. SPAWC 2020: 1-5 - [c125]Navid Reyhanian, Hamid Farmanbar, Soheil Mohajer, Zhi-Quan Luo:
Resource Provisioning for Virtual Network Function Deployment with In-Subnetwork Processing. SPAWC 2020: 1-5 - [i38]Weikun Chen, Ya-Feng Liu, Antonio De Domenico, Zhi-Quan Luo:
Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency. CoRR abs/2002.07380 (2020) - [i37]Zhiguo Wang, Liusha Yang, Feng Yin, Ke Lin, Qingjiang Shi, Zhi-Quan Luo:
Optimally Combining Classifiers for Semi-Supervised Learning. CoRR abs/2006.04097 (2020) - [i36]Weikun Chen, Ya-Feng Liu, Antonio De Domenico, Zhi-Quan Luo, Yu-Hong Dai:
Optimal Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency. CoRR abs/2006.13019 (2020) - [i35]Jiawei Zhang, Peijun Xiao, Ruoyu Sun, Zhi-Quan Luo:
A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems. CoRR abs/2010.15768 (2020) - [i34]Yi Yuan, Gan Zheng, Kai-Kit Wong, Björn E. Ottersten, Zhi-Quan Luo:
Transfer Learning and Meta Learning Based Fast Downlink Beamforming Adaptation. CoRR abs/2011.00903 (2020) - [i33]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)
2010 – 2019
- 2019
- [j160]Nicholas Moehle, Xinyue Shen, Zhi-Quan Luo, Stephen P. Boyd:
A Distributed Method for Optimal Capacity Reservation. J. Optim. Theory Appl. 182(3): 1130-1149 (2019) - [j159]Yun-Bin Zhao, Houyuan Jiang, Zhi-Quan Luo:
Weak Stability of ℓ1-Minimization Methods in Sparse Data Reconstruction. Math. Oper. Res. 44(1): 173-195 (2019) - [j158]Meisam Razaviyayn, Mingyi Hong, Navid Reyhanian, Zhi-Quan Luo:
A linearly convergent doubly stochastic Gauss-Seidel algorithm for solving linear equations and a certain class of over-parameterized optimization problems. Math. Program. 176(1-2): 465-496 (2019) - [j157]Zhen Lin, Wenqiang Pu, Zhi-Quan Luo:
Minimax Design of Constant Modulus MIMO Waveforms for Active Sensing. IEEE Signal Process. Lett. 26(10): 1531-1535 (2019) - [j156]Wei Liu, Ruoyu Sun, Zhi-Quan Luo:
Globally Optimal Joint Uplink Base Station Association and Beamforming. IEEE Trans. Commun. 67(9): 6456-6467 (2019) - [c124]Yang Yang, Marius Pesavento, Zhi-Quan Luo, Björn E. Ottersten:
Block Successive Convex Approximation Algorithms for Nonsmooth Nonconvex Optimization. ACSSC 2019: 660-664 - [c123]Kaiwen Zhou, Qinghua Ding, Fanhua Shang, James Cheng, Danli Li, Zhi-Quan Luo:
Direct Acceleration of SAGA using Sampled Negative Momentum. AISTATS 2019: 1602-1610 - [c122]Yongwei Huang, Hao Fu, Sergiy A. Vorobyov, Zhi-Quan Luo:
Worst-Case SINR Maximization Based Robust Adaptive Beamforming Problem with a Nonconvex Uncertainty Set. CAMSAP 2019: 31-35 - [c121]Wenqiang Pu, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo:
A Joint Auditory Attention Decoding and Adaptive Binaural Beamforming Algorithm for Hearing Devices. ICASSP 2019: 311-315 - [c120]Yongwei Huang, Sergiy A. Vorobyov, Zhi-Quan Luo:
A New Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-rank Signal Model. ICASSP 2019: 4335-4339 - [c119]Yue Xu, Feng Yin, Jiawei Zhang, Wenjun Xu, Shuguang Cui, Zhi-Quan Luo:
Scalable Gaussian Process Using Inexact Admm for Big Data. ICASSP 2019: 7495-7499 - [i32]Feng Yin, Lishuo Pan, Xinwei He, Tianshi Chen, Sergios Theodoridis, Zhi-Quan Tom Luo:
Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series. CoRR abs/1904.09559 (2019) - [i31]Yang Yang, Marius Pesavento, Zhi-Quan Luo, Björn E. Ottersten:
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization. CoRR abs/1905.04211 (2019) - [i30]Linning Xu, Feng Yin, Jiawei Zhang, Zhi-Quan Luo, Shuguang Cui:
A General O(n2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM. CoRR abs/1906.02387 (2019) - [i29]Wenqiang Pu, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo:
Overcoming DoF Limitation in Robust Beamforming: A Penalized Inequality-Constrained Approach. CoRR abs/1910.03365 (2019) - [i28]Yun-Bin Zhao, Zhi-Quan Luo:
Analysis of Optimal Thresholding Algorithms for Compressed Sensing. CoRR abs/1912.10258 (2019) - 2018
- [j155]Wenqiang Pu, Ya-Feng Liu, Junkun Yan, Hongwei Liu, Zhi-Quan Luo:
Optimal estimation of sensor biases for asynchronous multi-sensor data fusion. Math. Program. 170(1): 357-386 (2018) - [j154]Fanhua Shang, James Cheng, Yuanyuan Liu, Zhi-Quan Luo, Zhouchen Lin:
Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 40(9): 2066-2080 (2018) - [j153]Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar, Zhi-Quan Luo:
A Distributed Semiasynchronous Algorithm for Network Traffic Engineering. IEEE Trans. Signal Inf. Process. over Networks 4(3): 436-450 (2018) - [j152]Augusto Aubry, Antonio De Maio, Alessio Zappone, Meisam Razaviyayn, Zhi-Quan Luo:
A New Sequential Optimization Procedure and Its Applications to Resource Allocation for Wireless Systems. IEEE Trans. Signal Process. 66(24): 6518-6533 (2018) - [c118]Zhen Lin, Wenqiang Pu, Zhi-Quan Luo:
Minimax Design Of Constant Modulus Mimo Waveforms. ACSSC 2018: 1889-1893 - [c117]Siddharth Roheda, Hamid Krim, Zhi-Quan Luo, Tianfu Wu:
Decision Level Fusion: An Event Driven Approach. EUSIPCO 2018: 2598-2602 - [c116]Feng Yin, Xinwei He, Lishuo Pan, Tianshi Chen, Zhi-Quan Tom Luo, Sergios Theodoridis:
Sparse Structure Enabled Grid Spectral Mixture Kernel for Temporal Gaussian Process Regression. FUSION 2018: 47-54 - [c115]Shunan Jiang, Wenqiang Pu, Zhi-Quan Luo:
Optimal Asynchronous Multi-Sensor Registration in 3 Dimensions. GlobalSIP 2018: 81-85 - [c114]Jinjun Xiao, Wenqiang Pu, Zhi-Quan Luo, Tao Zhang:
Evaluation of the Penalized Inequality Constrained Minimum Variance Beamformer for Hearing Aids. ICASSP 2018: 3344-3348 - [c113]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 - [c112]Shuqing Lin, Feng Yin, Zhidi Lin, Yanbin Lin, Shuguang Robert Cui, Teng Li, Fengli Yu, Wei Yu, Xuemin Hong, Jianghong Shi, Zhi-Quan Tom Luo:
Online MEM Based Binary Classification Algorithm for China Mobile Imbalanced Dataset. ICCC 2018: 68-73 - [c111]Wenqiang Pu, Yang Yu, Shuhua Yu, Zhi-Quan Luo:
An Alternating Minimization Approach to Optimizing Subarray Configuration for a Large Phased Array. SAM 2018: 361-365 - [i27]Fanhua Shang, James Cheng, Yuanyuan Liu, Zhi-Quan Luo, Zhouchen Lin:
Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications. CoRR abs/1810.05186 (2018) - 2017
- [j151]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) - [j150]Yun-Bin Zhao, Zhi-Quan Luo:
Constructing New Weighted ℓ1-Algorithms for the Sparsest Points of Polyhedral Sets. Math. Oper. Res. 42(1): 57-76 (2017) - [j149]Mingyi Hong, Zhi-Quan Luo:
On the linear convergence of the alternating direction method of multipliers. Math. Program. 162(1-2): 165-199 (2017) - [j148]Mingyi Hong, Xiangfeng Wang, Meisam Razaviyayn, Zhi-Quan Luo:
Iteration complexity analysis of block coordinate descent methods. Math. Program. 163(1-2): 85-114 (2017) - [j147]Marco Locatelli, Zhi-Quan Luo:
On the Complexity of Optimal Power Allocation in a Multi-Tone Multiuser Communication System. IEEE Trans. Inf. Theory 63(10): 6622-6627 (2017) - [j146]Nan Zhang, Zhiqiang Yao, Yixian Liu, Stephen P. Boyd, Zhi-Quan Luo:
Dynamic Resource Allocation for Energy Efficient Transmission in Digital Subscriber Lines. IEEE Trans. Signal Process. 65(16): 4353-4366 (2017) - [c110]Jinjun Xiao, Zhi-Quan Luo, Ivo Merks, Tao Zhang:
A robust adaptive binaural beamformer for hearing devices. ACSSC 2017: 1885-1889 - [c109]Elior Hadad, Daniel Marquardt, Wenqiang Pu, Sharon Gannot, Simon Doclo, Zhi-Quan Luo, Ivo Merks, Tao Zhang:
Comparison of two binaural beamforming approaches for hearing aids. ICASSP 2017: 236-240 - [c108]Wenqiang Pu, Ya-Feng Liu, Junkun Yan, Shenghua Zhou, Hongwei Liu, Zhi-Quan Luo:
A two-stage optimization approach to the asynchronous multi-sensor registration problem. ICASSP 2017: 3271-3275 - [c107]Nan Zhang, Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar, Zhi-Quan Luo:
Traffic engineering for backhaul networks with wireless link scheduling. ICASSP 2017: 3719-3723 - [c106]Wenqiang Pu, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo:
A penalized inequality-constrained minimum variance beamformer with applications in hearing aids. WASPAA 2017: 175-179 - [i26]Nicholas Moehle, Xinyue Shen, Zhi-Quan Luo, Stephen P. Boyd:
A Distributed Method for Optimal Capacity Reservation. CoRR abs/1705.00677 (2017) - [i25]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) - [i24]Wenqiang Pu, Ya-Feng Liu, Junkun Yan, Hongwei Liu, Zhi-Quan Luo:
Optimal Estimation of Sensor Biases for Asynchronous Multi-Sensor Registration. CoRR abs/1710.02808 (2017) - [i23]Yun-Bin Zhao, Houyuan Jiang, Zhi-Quan Luo:
Weak Stability of ࡁ1-minimization Methods in Sparse Data Reconstruction. CoRR abs/1710.10883 (2017) - 2016
- [j145]Francisco Facchinei, Michael C. Ferris, Zhi-Quan Luo, Daniel Ralph:
Preface. Math. Program. 157(2): 343-347 (2016) - [j144]Meisam Razaviyayn, Maziar Sanjabi, Zhi-Quan Luo:
A Stochastic Successive Minimization Method for Nonsmooth Nonconvex Optimization with Applications to Transceiver Design in Wireless Communication Networks. Math. Program. 157(2): 515-545 (2016) - [j143]Mingyi Hong, Zhi-Quan Luo, Meisam Razaviyayn:
Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems. SIAM J. Optim. 26(1): 337-364 (2016) - [j142]Mingyi Hong, Meisam Razaviyayn, Zhi-Quan Luo, Jong-Shi Pang:
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing. IEEE Signal Process. Mag. 33(1): 57-77 (2016) - [j141]Ruoyu Sun, Zhi-Quan Luo:
Guaranteed Matrix Completion via Non-Convex Factorization. IEEE Trans. Inf. Theory 62(11): 6535-6579 (2016) - [j140]Qingjiang Shi, Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo:
SINR Constrained Beamforming for a MIMO Multi-User Downlink System: Algorithms and Convergence Analysis. IEEE Trans. Signal Process. 64(11): 2920-2933 (2016) - [c105]Nan Zhang, Zhiqiang Yao, Yixian Liu, Stephen P. Boyd, Zhi-Quan Luo:
Optimal Resource Allocation for Energy Efficient Transmission in DSL. GLOBECOM 2016: 1-6 - [p2]Mingyi Hong, Wei-Cheng Liao, Ruoyu Sun, Zhi-Quan Luo:
Optimization algorithms for big data with application in wireless networks. Big Data over Networks 2016: 66-100 - [e1]Shuguang Cui, Alfred O. Hero III, Zhi-Quan Luo, José M. F. Moura:
Big Data over Networks. Cambridge University Press 2016, ISBN 9781316162750 [contents] - 2015
- [j139]Ruoyu Sun, Mingyi Hong, Zhi-Quan Luo:
Joint Downlink Base Station Association and Power Control for Max-Min Fairness: Computation and Complexity. IEEE J. Sel. Areas Commun. 33(6): 1040-1054 (2015) - [j138]Xu Li, Petar Djukic, Ivan Stojmenovic, Zhi-Quan Luo:
Software-defined carrier wireless networks [Guest Editorial]. IEEE Netw. 29(4): 4-5 (2015) - [j137]Ruoyu Sun, Zhi-Quan Luo:
Interference Alignment Using Finite and Dependent Channel Extensions: The Single Beam Case. IEEE Trans. Inf. Theory 61(1): 239-255 (2015) - [c104]Ruoyu Sun, Zhi-Quan Luo:
Guaranteed Matrix Completion via Nonconvex Factorization. FOCS 2015: 270-289 - [c103]Hung-Wei Tseng, Mingyi Hong, Zhi-Quan Luo:
Combining sparse NMF with deep neural network: A new classification-based approach for speech enhancement. ICASSP 2015: 2145-2149 - [c102]Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar, Zhi-Quan Luo:
Semi-asynchronous routing for large scale hierarchical networks. ICASSP 2015: 2894-2898 - [c101]Mingyi Hong, Zhi-Quan Luo, Meisam Razaviyayn:
Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems. ICASSP 2015: 3836-3840 - [c100]Wei-Cheng Liao, Mingyi Hong, Ivo Merks, Tao Zhang, Zhi-Quan Luo:
Incorporating spatial information in binaural beamforming for noise suppression in hearing aids. ICASSP 2015: 5733-5737 - [c99]Aritra Konar, Ruoyu Sun, Nicholas D. Sidiropoulos, Zhi-Quan Luo:
Interference alignment via Feasible Point Pursuit. SPAWC 2015: 640-644 - [c98]Wei-Cheng Liao, Zhi-Quan Luo, Ivo Merks, Tao Zhang:
An effective low complexity binaural beamforming algorithm for hearing aids. WASPAA 2015: 1-5 - [i22]Qingjiang Shi, Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo:
SINR Constrained Beamforming for a MIMO Multi-user Downlink System. CoRR abs/1507.07115 (2015) - [i21]Meisam Razaviyayn, Hung-Wei Tseng, Zhi-Quan Luo:
Computational Intractability of Dictionary Learning for Sparse Representation. CoRR abs/1511.01776 (2015) - [i20]Wei Liu, Ruoyu Sun, Zhi-Quan Luo, Jiandong Li:
Globally Optimal Joint Uplink Base Station Association and Beamforming. CoRR abs/1512.04927 (2015) - 2014
- [j136]Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar, Xu Li, Zhi-Quan Luo, Hang Zhang:
Min Flow Rate Maximization for Software Defined Radio Access Networks. IEEE J. Sel. Areas Commun. 32(6): 1282-1294 (2014) - [j135]Zi Xu, Mingyi Hong, Zhi-Quan Luo:
Semidefinite Approximation for Mixed Binary Quadratically Constrained Quadratic Programs. SIAM J. Optim. 24(3): 1265-1293 (2014) - [j134]Hadi Baligh, Mingyi Hong, Wei-Cheng Liao, Zhi-Quan Luo, Meisam Razaviyayn, Maziar Sanjabi, Ruoyu Sun:
Cross-Layer Provision of Future Cellular Networks: A WMMSE-based approach. IEEE Signal Process. Mag. 31(6): 56-68 (2014) - [j133]Meisam Razaviyayn, Mohammad Hadi Baligh, Aaron Callard, Zhi-Quan Luo:
Joint User Grouping and Transceiver Design in a MIMO Interfering Broadcast Channel. IEEE Trans. Signal Process. 62(1): 85-94 (2014) - [j132]Maziar Sanjabi, Meisam Razaviyayn, Zhi-Quan Luo:
Optimal Joint Base Station Assignment and Beamforming for Heterogeneous Networks. IEEE Trans. Signal Process. 62(8): 1950-1961 (2014) - [j131]Wei-Cheng Liao, Mingyi Hong, Ya-Feng Liu, Zhi-Quan Luo:
Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks. IEEE Trans. Signal Process. 62(15): 3939-3952 (2014) - [c97]Neil K. Dhingra, Mihailo R. Jovanovic, Zhi-Quan Luo:
An ADMM algorithm for optimal sensor and actuator selection. CDC 2014: 4039-4044 - [c96]Ruoyu Sun, Zhi-Quan Luo:
Globally optimal joint uplink base station association and power control for max-min fairness. ICASSP 2014: 454-458 - [c95]Wei-Cheng Liao, Mingyi Hong, Zhi-Quan Luo:
Max-min network flow and resource allocation for backhaul constrained heterogeneous wireless networks. ICASSP 2014: 845-849 - [c94]Meisam Razaviyayn, Hung-Wei Tseng, Zhi-Quan Luo:
Dictionary learning for sparse representation: Complexity and algorithms. ICASSP 2014: 5247-5251 - [c93]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 - [c92]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 - [c91]Huahua Wang, Arindam Banerjee, Zhi-Quan Luo:
Parallel Direction Method of Multipliers. NIPS 2014: 181-189 - [c90]Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo, Jong-Shi Pang:
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization. NIPS 2014: 1440-1448 - [c89]Maziar Sanjabi, Mingyi Hong, Meisam Razaviyayn, Zhi-Quan Luo:
Joint base station clustering and beamformer design for partial coordinated transmission using statistical channel state information. SPAWC 2014: 359-363 - [i19]Hadi Baligh, Mingyi Hong, Wei-Cheng Liao, Zhi-Quan Luo, Meisam Razaviyayn, Maziar Sanjabi, Ruoyu Sun:
Cross Layer Provision of Future Cellular Networks. CoRR abs/1407.1424 (2014) - [i18]Ruoyu Sun, Mingyi Hong, Zhi-Quan Luo:
Joint Downlink Base Station Association and Power Control for Max-Min Fairness: Computation and Complexity. CoRR abs/1407.2791 (2014) - [i17]Ruoyu Sun, Zhi-Quan Luo:
Guaranteed Matrix Completion via Non-convex Factorization. CoRR abs/1411.8003 (2014) - 2013
- [j130]Mingyi Hong, Ruoyu Sun, Hadi Baligh, Zhi-Quan Luo:
Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogeneous Networks. IEEE J. Sel. Areas Commun. 31(2): 226-240 (2013) - [j129]Qiang Li, Mingyi Hong, Hoi-To Wai, Ya-Feng Liu, Wing-Kin Ma, Zhi-Quan Luo:
Transmit Solutions for MIMO Wiretap Channels using Alternating Optimization. IEEE J. Sel. Areas Commun. 31(9): 1714-1727 (2013) - [j128]Mingyi Hong, Zi Xu, Meisam Razaviyayn, Zhi-Quan Luo:
Joint User Grouping and Linear Virtual Beamforming: Complexity, Algorithms and Approximation Bounds. IEEE J. Sel. Areas Commun. 31(10): 2013-2027 (2013) - [j127]Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo:
A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization. SIAM J. Optim. 23(2): 1126-1153 (2013) - [j126]Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo:
Linear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness. Signal Process. 93(12): 3327-3340 (2013) - [j125]Alireza Razavi, Wenbo Zhang, Zhi-Quan Luo:
Distributed Optimization in an Energy-Constrained Network: Analog Versus Digital Communication Schemes. IEEE Trans. Inf. Theory 59(3): 1803-1817 (2013) - [j124]Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
Joint Power and Admission Control via Linear Programming Deflation. IEEE Trans. Signal Process. 61(6): 1327-1338 (2013) - [j123]Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
Max-Min Fairness Linear Transceiver Design for a Multi-User MIMO Interference Channel. IEEE Trans. Signal Process. 61(9): 2413-2423 (2013) - [j122]Mingyi Hong, Zhi-Quan Luo:
Distributed Linear Precoder Optimization and Base Station Selection for an Uplink Heterogeneous Network. IEEE Trans. Signal Process. 61(12): 3214-3228 (2013) - [c88]Shu-Hsien Chu, Mingyi Hong, Zhi-Quan Luo, Kelly Fitz, Martin F. McKinney, Tao Zhang:
Derivative-free optimization of hearing aid parameters. ICASSP 2013: 393-397 - [c87]Qiang Li, Mingyi Hong, Hoi-To Wai, Wing-Kin Ma, Ya-Feng Liu, Zhi-Quan Luo:
An alternating optimization algorithm for the MIMO secrecy capacity problem under sum power and per-antenna power constraints. ICASSP 2013: 4359-4363 - [c86]Wei-Cheng Liao, Mingyi Hong, Zhi-Quan Luo:
Base station activation and linear transceiver design for utility maximization in Heterogeneous networks. ICASSP 2013: 4419-4423 - [c85]Hung-Wei Tseng, Srikanth Vishnubhotla, Mingyi Hong, Jinjun Xiao, Zhi-Quan Luo, Tao Zhang:
A novel single channel speech enhancement approach by combining Wiener filter and dictionary learning. ICASSP 2013: 8653-8657 - [c84]Hung-Wei Tseng, Srikanth Vishnubhotla, Mingyi Hong, Xiangfeng Wang, Jinjun Xiao, Zhi-Quan Luo, Tao Zhang:
A single channel speech enhancement approach by combining statistical criterion and multi-frame sparse dictionary learning. INTERSPEECH 2013: 451-455 - [c83]Ke Hou, Zirui Zhou, Anthony Man-Cho So, Zhi-Quan Luo:
On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization. NIPS 2013: 710-718 - [c82]Meisam Razaviyayn, Maziar Sanjabi Boroujeni, Zhi-Quan Luo:
A stochastic weighted MMSE approach to sum rate maximization for a MIMO interference channel. SPAWC 2013: 325-329 - [c81]Ruoyu Sun, Hadi Baligh, Zhi-Quan Luo:
Long-term transmit point association for coordinated multipoint transmission by stochastic optimization. SPAWC 2013: 330-334 - [i16]Meisam Razaviyayn, Maziar Sanjabi, Zhi-Quan Luo:
A Stochastic Successive Minimization Method for Nonsmooth Nonconvex Optimization with Applications to Transceiver Design in Wireless Communication Networks. CoRR abs/1307.4457 (2013) - [i15]Ruoyu Sun, Zhi-Quan Luo:
Two Performance-limiting Factors for Interference Alignment: Channel Diversity Order and the Number of Data Streams Per User. CoRR abs/1307.6125 (2013) - [i14]Xiangfeng Wang, Mingyi Hong, Shiqian Ma, Zhi-Quan Luo:
Solving Multiple-Block Separable Convex Minimization Problems Using Two-Block Alternating Direction Method of Multipliers. CoRR abs/1308.5294 (2013) - [i13]Wei-Cheng Liao, Mingyi Hong, Ya-Feng Liu, Zhi-Quan Luo:
Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks. CoRR abs/1309.4138 (2013) - [i12]Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar, Xu Li, Zhi-Quan Luo, Hang Zhang:
Min Flow Rate Maximization for Software Defined Radio Access Networks. CoRR abs/1312.5345 (2013) - 2012
- [j121]Enbin Song, Qingjiang Shi, Maziar Sanjabi, Ruoyu Sun, Zhi-Quan Luo:
Robust SINR-Constrained MISO Downlink Beamforming: When is Semidefinite Programming Relaxation Tight? EURASIP J. Wirel. Commun. Netw. 2012: 243 (2012) - [j120]Meisam Razaviyayn, Maziar Sanjabi, Zhi-Quan Luo:
Linear Transceiver Design for Interference Alignment: Complexity and Computation. IEEE Trans. Inf. Theory 58(5): 2896-2910 (2012) - [j119]Zhi-Quan Luo:
A Message From the New Editor-in-Chief. IEEE Trans. Signal Process. 60(1): 1 (2012) - [j118]Meisam Razaviyayn, Gennady Lyubeznik, Zhi-Quan Luo:
On the Degrees of Freedom Achievable Through Interference Alignment in a MIMO Interference Channel. IEEE Trans. Signal Process. 60(2): 812-821 (2012) - [j117]Xianhua Jiang, Zhi-Quan Luo, Tryphon T. Georgiou:
Geometric Methods for Spectral Analysis. IEEE Trans. Signal Process. 60(3): 1064-1074 (2012) - [j116]Yongchao Wang, Xu Wang, Hongwei Liu, Zhi-Quan Luo:
On the Design of Constant Modulus Probing Signals for MIMO Radar. IEEE Trans. Signal Process. 60(8): 4432-4438 (2012) - [c80]Mingyi Hong, Meisam Razaviyayn, Ruoyu Sun, Zhi-Quan Luo:
Joint transceiver design and base station clustering for heterogeneous networks. ACSCC 2012: 574-578 - [c79]Qingjiang Shi, Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo:
SINR constrained beamforming for a MIMO multi-user downlink system. ACSCC 2012: 1991-1995 - [c78]Xiaomei Luo, Zhi-Quan Luo, Kehu Yang:
Maximum likelihood estimation of transition probabilities using analytical center cutting plane method for unknown maneuvering emitter tracking by a wireless sensor network. ICASSP 2012: 2649-2652 - [c77]Maziar Sanjabi, Meisam Razaviyayn, Zhi-Quan Luo:
Optimal joint base station assignment and downlink beamforming for heterogeneous networks. ICASSP 2012: 2821-2824 - [c76]Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
Joint power and admission control via linear programming deflation. ICASSP 2012: 2873-2876 - [c75]Mingyi Hong, Zhi-Quan Luo:
Joint linear precoder optimization and base station selection for an uplink MIMO network: A game theoretic approach. ICASSP 2012: 2941-2944 - [c74]Ruoyu Sun, Mingyi Hong, Zhi-Quan Luo:
Optimal joint base station assignment and power allocation in a cellular network. SPAWC 2012: 234-238 - [i11]Mingyi Hong, Ruoyu Sun, Hadi Baligh, Zhi-Quan Luo:
Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogenous Networks. CoRR abs/1203.6390 (2012) - [i10]Mingyi Hong, Zhi-Quan Luo:
Distributed Linear Precoder Optimization and Base Station Selection for an Uplink Heterogeneous Network. CoRR abs/1205.0181 (2012) - [i9]Mingyi Hong, Zhi-Quan Luo:
Signal Processing and Optimal Resource Allocation for the Interference Channel. CoRR abs/1206.5144 (2012) - [i8]Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo:
Linear Transceiver Design for a MIMO Interfering Broadcast Channel Achieving Max-Min Fairness. CoRR abs/1208.6357 (2012) - [i7]Mingyi Hong, Zi Xu, Meisam Razaviyayn, Zhi-Quan Luo:
Joint User Grouping and Linear Virtual Beamforming: Complexity, Algorithms and Approximation Bounds. CoRR abs/1209.4683 (2012) - [i6]Mingyi Hong, Qiang Li, Ya-Feng Liu, Zhi-Quan Luo:
Decomposition by Successive Convex Approximation: A Unifying Approach for Linear Transceiver Design in Heterogeneous Networks. CoRR abs/1210.1507 (2012) - 2011
- [j115]Mehran Nekuii, Mikalai Kisialiou, Timothy N. Davidson, Zhi-Quan Luo:
Efficient Soft-Output Demodulation of MIMO QPSK via Semidefinite Relaxation. IEEE J. Sel. Top. Signal Process. 5(8): 1426-1437 (2011) - [j114]Dimitri P. Bertsekas, Zhi-Quan Luo:
Preface. Math. Program. 129(2): 159-162 (2011) - [j113]Meisam Razaviyayn, Zhi-Quan Luo, Paul Tseng, Jong-Shi Pang:
A stackelberg game approach to distributed spectrum management. Math. Program. 129(2): 197-224 (2011) - [j112]Yongchao Wang, Zhi-Quan Luo:
Optimized Iterative Clipping and Filtering for PAPR Reduction of OFDM Signals. IEEE Trans. Commun. 59(1): 33-37 (2011) - [j111]Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
Coordinated Beamforming for MISO Interference Channel: Complexity Analysis and Efficient Algorithms. IEEE Trans. Signal Process. 59(3): 1142-1157 (2011) - [j110]Qingjiang Shi, Meisam Razaviyayn, Zhi-Quan Luo, Chen He:
An Iteratively Weighted MMSE Approach to Distributed Sum-Utility Maximization for a MIMO Interfering Broadcast Channel. IEEE Trans. Signal Process. 59(9): 4331-4340 (2011) - [j109]Jiaming Qiu, Rui Zhang, Zhi-Quan Luo, Shuguang Cui:
Optimal Distributed Beamforming for MISO Interference Channels. IEEE Trans. Signal Process. 59(11): 5638-5643 (2011) - [c73]Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo:
Linear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness. ACSCC 2011: 1309-1313 - [c72]Meisam Razaviyayn, Hadi Baligh, Aaron Callard, Zhi-Quan Luo:
Joint transceiver design and user grouping in a MIMO interfering broadcast channel. CISS 2011: 1-6 - [c71]Kehu Yang, Shu Cai, Zhi-Quan Luo:
Convex relaxation approaches to maximum likelihood DOA estimation in ULA's and UCA's with unknown mutual coupling. ICASSP 2011: 2556-2559 - [c70]Kehu Yang, Lizhong Jiang, Zhi-Quan Luo:
Efficient semidefinite relaxation for robust geolocation of unknown emitter by a satellite cluster using TDOA and FDOA measurements. ICASSP 2011: 2584-2587 - [c69]Eric A. Durant, Ivo Merks, Bill Woods, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo:
Efficient convex optimization for real-time robust beamforming with microphone arrays. ICASSP 2011: 2656-2659 - [c68]Qingjiang Shi, Meisam Razaviyayn, Zhi-Quan Luo, Chen He:
An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel. ICASSP 2011: 3060-3063 - [c67]Enbin Song, Qingjiang Shi, Maziar Sanjabi, Ruoyu Sun, Zhi-Quan Luo:
Robust SINR-constrained MISO downlink beamforming: When is semidefinite programming relaxation tight? ICASSP 2011: 3096-3099 - [c66]Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
Max-Min Fairness Linear Transceiver Design for a Multi-User MIMO Interference Channel. ICC 2011: 1-5 - [i5]Meisam Razaviyayn, Gennady Lyubeznik, Zhi-Quan Luo:
On the Degrees of Freedom Achievable Through Interference Alignment in a MIMO Interference Channel. CoRR abs/1104.0992 (2011) - 2010
- [j108]Zhi-Quan Luo, Shuzhong Zhang:
A Semidefinite Relaxation Scheme for Multivariate Quartic Polynomial Optimization with Quadratic Constraints. SIAM J. Optim. 20(4): 1716-1736 (2010) - [j107]Mikalai Kisialiou, Zhi-Quan Luo:
Probabilistic Analysis of Semidefinite Relaxation for Binary Quadratic Minimization. SIAM J. Optim. 20(4): 1906-1922 (2010) - [j106]Zhi-Quan Luo, Wing-Kin Ma, Anthony Man-Cho So, Yinyu Ye, Shuzhong Zhang:
Semidefinite Relaxation of Quadratic Optimization Problems. IEEE Signal Process. Mag. 27(3): 20-34 (2010) - [c65]Randall S. Plate, Yongchao Wang, Zhi-Quan Luo, Chris Gao:
Adaptive feedback cancellation in hearing aids using the IPLS algorithm. ICASSP 2010: 177-180 - [c64]Meisam Razaviyayn, Yao Morin, Zhi-Quan Luo:
A Stackelberg game approach to distributed spectrum management. ICASSP 2010: 3006-3009 - [c63]Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo:
On the complexity of optimal coordinated downlink beamforming. ICASSP 2010: 3274-3277 - [p1]Zhi-Quan Luo, Tsung-Hui Chang:
SDP relaxation of homogeneous quadratic optimization. Convex Optimization in Signal Processing and Communications 2010: 117-165 - [i4]Meisam Razaviyayn, Maziar Sanjabi, Zhi-Quan Luo:
Linear Transceiver Design for Interference Alignment: Complexity and Computation. CoRR abs/1009.3481 (2010) - [i3]Jiaming Qiu, Rui Zhang, Zhi-Quan Luo, Shuguang Cui:
Optimal Distributed Beamforming for MISO Interference Channels. CoRR abs/1011.3890 (2010)
2000 – 2009
- 2009
- [j105]Shunsuke Hayashi, Zhi-Quan Luo:
Spectrum Management for Interference-Limited Multiuser Communication Systems. IEEE Trans. Inf. Theory 55(3): 1153-1175 (2009) - [j104]Antonio De Maio, Silvio De Nicola, Yongwei Huang, Zhi-Quan Luo, Shuzhong Zhang:
Design of Phase Codes for Radar Performance Optimization With a Similarity Constraint. IEEE Trans. Signal Process. 57(2): 610-621 (2009) - [j103]Ramy H. Gohary, Yao Huang, Zhi-Quan Luo, Jong-Shi Pang:
A generalized iterative water-filling algorithm for distributed power control in the presence of a jammer. IEEE Trans. Signal Process. 57(7): 2660-2674 (2009) - [j102]Zhi-Quan Luo, Shuzhong Zhang:
Duality gap estimation and polynomial time approximation for optimal spectrum management. IEEE Trans. Signal Process. 57(7): 2675-2689 (2009) - [j101]Kehu Yang, Gang Wang, Zhi-Quan Luo:
Efficient convex relaxation methods for robust target localization by a sensor network using time differences of arrivals. IEEE Trans. Signal Process. 57(7): 2775-2784 (2009) - [j100]Mikalai Kisialiou, Xiaodong Luo, Zhi-Quan Luo:
Efficient implementation of quasi-maximum-likelihood detection based on semidefinite relaxation. IEEE Trans. Signal Process. 57(12): 4811-4822 (2009) - [j99]Evaggelia Matskani, Nicholas D. Sidiropoulos, Zhi-Quan Luo, Leandros Tassiulas:
Efficient batch and adaptive approximation algorithms for joint multicast beamforming and admission control. IEEE Trans. Signal Process. 57(12): 4882-4894 (2009) - [c62]Jinjun Xiao, Zhi-Quan Luo, Ming Jiang:
Two-dimensional phase unwrapping using semidefinite relaxation. ICASSP 2009: 1105-1108 - [c61]Yao Huang, Ramy H. Gohary, Zhi-Quan Luo:
Approaching user capacity in a DSL system via harmonic mean-rate optimization. ICASSP 2009: 2365-2368 - [c60]Yao Huang, Ramy H. Gohary, Zhi-Quan Luo:
Structured spectrum balancing in DSL multiuser communications. ICASSP 2009: 2369-2372 - [c59]Ramy H. Gohary, Yao Huang, Zhi-Quan Luo, Jong-Shi Pang:
A generalized iterative water-filling algorithm for distributed power control in the presence of a jammer. ICASSP 2009: 2373-2376 - [c58]Alireza Razavi, Zhi-Quan Luo:
Distributed optimization in an energy-constrained network using a digital communication scheme. ICASSP 2009: 2401-2404 - [r2]Mikalai Kisialiou, Zhi-Quan Luo:
Maximum Likelihood Detection via Semidefinite Programming. Encyclopedia of Optimization 2009: 2020-2029 - 2008
- [j98]Zhi-Quan Luo, Shuzhong Zhang:
Dynamic Spectrum Management: Complexity and Duality. IEEE J. Sel. Top. Signal Process. 2(1): 57-73 (2008) - [j97]Simai He, Zhi-Quan Luo, Jiawang Nie, Shuzhong Zhang:
Semidefinite Relaxation Bounds for Indefinite Homogeneous Quadratic Optimization. SIAM J. Optim. 19(2): 503-523 (2008) - [j96]Jaskirat Singh, Zhi-Quan Luo, Sachin S. Sapatnekar:
A Geometric Programming-Based Worst Case Gate Sizing Method Incorporating Spatial Correlation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 27(2): 295-308 (2008) - [j95]Jinjun Xiao, Shuguang Cui, Zhi-Quan Luo, Andrea J. Goldsmith:
Linear Coherent Decentralized Estimation. IEEE Trans. Signal Process. 56(2): 757-770 (2008) - [j94]Eleftherios Karipidis, Nikos D. Sidiropoulos, Zhi-Quan Luo:
Quality of Service and Max-Min Fair Transmit Beamforming to Multiple Cochannel Multicast Groups. IEEE Trans. Signal Process. 56(3): 1268-1279 (2008) - [j93]Seung-Jean Kim, Alessandro Magnani, Almir Mutapcic, Stephen P. Boyd, Zhi-Quan Luo:
Robust Beamforming via Worst-Case SINR Maximization. IEEE Trans. Signal Process. 56(4): 1539-1547 (2008) - [j92]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) - [j91]Veria Havary-Nassab, Shahram Shahbazpanahi, Ali Grami, Zhi-Quan Luo:
Distributed Beamforming for Relay Networks Based on Second-Order Statistics of the Channel State Information. IEEE Trans. Signal Process. 56(9): 4306-4316 (2008) - [j90]Evaggelia Matskani, Nicholas D. Sidiropoulos, Zhi-Quan Luo, Leandros Tassiulas:
Convex approximation techniques for joint multiuser downlink beamforming and admission control. IEEE Trans. Wirel. Commun. 7(7): 2682-2693 (2008) - [j89]Seshan Srirangarajan, Ahmed H. Tewfik, Zhi-Quan Luo:
Distributed sensor network localization using SOCP relaxation. IEEE Trans. Wirel. Commun. 7(12-1): 4886-4895 (2008) - [c57]Xianhua Jiang, Zhi-Quan Luo, Tryphon T. Georgiou:
Power spectral geodesics and tracking. CDC 2008: 1315-1319 - [c56]Veria Havary-Nassab, Shahram Shahbazpanahi, Ali Grami, Zhi-Quan Luo:
Network beamforming based on second order statistics of the channel state information. ICASSP 2008: 2605-2608 - [c55]Mehran Nekuii, Mikalai Kisialiou, Timothy N. Davidson, Zhi-Quan Luo:
Efficient soft demodulation of MIMO QPSK via semidefinite relaxation. ICASSP 2008: 2665-2668 - [c54]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 - [c53]Zhi-Quan Luo:
Dynamic Spectrum Management: Optimization and Game Theoretic Formulations. WINE 2008: 16 - [r1]Zhi-Quan Luo:
Optimization Techniques for Circuit Design Applications. Handbook of Algorithms for Physical Design Automation 2008 - 2007
- [j88]Yonina C. Eldar, Timothy N. Davidson, Alex B. Gershman, Zhi-Quan Luo:
Introduction to the Issue on Convex Optimization Methods for Signal Processing. J. Sel. Topics Signal Processing 1(4): 537-539 (2007) - [j87]Zhi-Quan Luo, Nicholas D. Sidiropoulos, Paul Tseng, Shuzhong Zhang:
Approximation Bounds for Quadratic Optimization with Homogeneous Quadratic Constraints. SIAM J. Optim. 18(1): 1-28 (2007) - [j86]Jinjun Xiao, Zhi-Quan Luo, Georgios B. Giannakis:
Performance Bounds for the Rate-Constrained Universal Decentralized Estimators. IEEE Signal Process. Lett. 14(1): 47-50 (2007) - [j85]Jinjun Xiao, Zhi-Quan Luo:
Multiterminal Source-Channel Communication Over an Orthogonal Multiple-Access Channel. IEEE Trans. Inf. Theory 53(9): 3255-3264 (2007) - [j84]Ioannis D. Schizas, Georgios B. Giannakis, Zhi-Quan Luo:
Distributed Estimation Using Reduced-Dimensionality Sensor Observations. IEEE Trans. Signal Process. 55(8): 4284-4299 (2007) - [j83]Shuguang Cui, Jinjun Xiao, Andrea J. Goldsmith, Zhi-Quan Luo, H. Vincent Poor:
Estimation Diversity and Energy Efficiency in Distributed Sensing. IEEE Trans. Signal Process. 55(9): 4683-4695 (2007) - [j82]Eleftherios Karipidis, Nicholas D. Sidiropoulos, Zhi-Quan Luo:
Far-Field Multicast Beamforming for Uniform Linear Antenna Arrays. IEEE Trans. Signal Process. 55(10): 4916-4927 (2007) - [c52]Alireza Razavi, Zhi-Quan Luo:
Distributed Optimization in an Energy-Constrained Network. ICASSP (3) 2007: 189-192 - [c51]Seshan Srirangarajan, Ahmed H. Tewfik, Zhi-Quan Luo:
Distributed Sensor Network Localization with Inaccurate Anchor Positions and Noisy Distance Information. ICASSP (3) 2007: 521-524 - [c50]Evaggelia Matskani, Nicholas D. Sidiropoulos, Zhi-Quan Luo, Leandros Tassiulas:
Joint Multiuser Downlink Beamforming and Admission Control: A Semidefinite Relaxation Approach. ICASSP (3) 2007: 585-588 - [c49]Shunsuke Hayashi, Zhi-Quan Luo:
Dynamic Spectrum Management: When is FDMA Sum-Rate Optimal? ICASSP (3) 2007: 609-612 - [c48]Mikalai Kisialiou, Zhi-Quan Luo:
Efficient Implementation of a Quasi-Maximum-Likelihood Detector Based on Semi-Definite Relaxation. ICASSP (4) 2007: 1329-1332 - [c47]Alejandro Ribeiro, Georgios B. Giannakis, Zhi-Quan Luo, Nikos D. Sidiropoulos:
Modelling and Optimization of Stochastic Routing for Wireless Multi-Hop Networks. INFOCOM 2007: 1748-1756 - [i2]Shuguang Cui, Jinjun Xiao, Andrea J. Goldsmith, Zhi-Quan Luo, H. Vincent Poor:
Estimation Diversity and Energy Efficiency in Distributed Sensing. CoRR abs/0704.3405 (2007) - 2006
- [j81]Chong-Yung Chi, Ta-Sung Lee, Zhi-Quan Luo, Yue Joseph Wang, Kung Yao:
Multisensor Processing for Signal Extraction and Applications. EURASIP J. Adv. Signal Process. 2006 (2006) - [j80]Zhi-Quan Luo, Jong-Shi Pang:
Analysis of Iterative Waterfilling Algorithm for Multiuser Power Control in Digital Subscriber Lines. EURASIP J. Adv. Signal Process. 2006 (2006) - [j79]Shuichi Ohno, Georgios B. Giannakis, Zhi-Quan Luo:
Multicarrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels. IEEE J. Sel. Areas Commun. 24(6): 1256-1260 (2006) - [j78]Zhi-Quan Luo, Wei Yu:
An Introduction to Convex Optimization for Communications and Signal Processing. IEEE J. Sel. Areas Commun. 24(8): 1426-1438 (2006) - [j77]Mohamed E. M. Saad, Zhi-Quan Luo:
Design of WDM networks under economy of scale pricing and shortest path routing. IEEE J. Sel. Areas Commun. 24(S-4): 26-36 (2006) - [j76]Nicholas D. Sidiropoulos, Zhi-Quan Luo:
A Semidefinite Relaxation Approach to MIMO Detection for High-Order QAM Constellations. IEEE Signal Process. Lett. 13(9): 525-528 (2006) - [j75]Zhi-Quan Luo, Michael Gastpar, Juan Liu, Ananthram Swami:
Distributed signal processing in sensor networks [from the guest Editors]. IEEE Signal Process. Mag. 23(4): 14-15 (2006) - [j74]Jin-Jun Xiao, Alejandro Ribeiro, Zhi-Quan Luo, Georgios B. Giannakis:
Distributed compression-estimation using wireless sensor networks. IEEE Signal Process. Mag. 23(4): 27-41 (2006) - [j73]Jinjun Xiao, Shuguang Cui, Zhi-Quan Luo, Andrea J. Goldsmith:
Power scheduling of universal decentralized estimation in sensor networks. IEEE Trans. Signal Process. 54(2): 413-422 (2006) - [j72]Nikos D. Sidiropoulos, Timothy N. Davidson, Zhi-Quan Luo:
Transmit beamforming for physical-layer multicasting. IEEE Trans. Signal Process. 54(6-1): 2239-2251 (2006) -