Zhi-Quan Luo

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 162

Top Venues

CoRR

ICASSP

IEEE Trans. Signal Process.

SPAWC

Publications

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 (2024)
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)
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 (2024)
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)
Yushun Zhang, Congliang Chen, Tian Ding, Ziniu Li, Ruoyu Sun, Zhi-Quan Luo
Why Transformers Need Adam: A Hessian Perspective. CoRR (2024)
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 (2024)
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 (2024)
Yingru Li, Zhi-Quan Luo
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation. CoRR (2024)
Yingru Li, Liangqi Liu, Wenqiang Pu, Hao Liang, Zhi-Quan Luo
Optimistic Thompson Sampling for No-Regret Learning in Unknown Games. CoRR (2024)
Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo, Asuman E. Ozdaglar
Uniformly Stable Algorithms for Adversarial Training and Beyond. CoRR (2024)
Yingru Li, Jiawei Xu, Zhi-Quan Luo
Adaptive Foundation Models for Online Decisions: HyperAgent with Fast Incremental Uncertainty Estimation. CoRR (2024)
Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo
HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments. CoRR (2024)
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) (2024)
Yingru Li, Zhi-Quan Luo
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation. AISTATS (2024)
Wenqiang Pu, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo
A penalized inequality-constrained approach for robust beamforming with DoF limitation. Signal Process. 202 (2023)
Kai Li, Wenqiang Pu, Zhi-Quan Luo
An Exploration-Estimation Beamforming Scheme For 5GNR FDD Massive MIMO Communications. SPAWC (2023)
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 (2023)
Hao Liang, Zhi-Quan Luo
Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures. CoRR (2023)
Hao Liang, Zhi-Quan Luo
A Distribution Optimization Framework for Confidence Bounds of Risk Measures. ICML (2023)
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 (2023)
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) (2023)
Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization. NeurIPS (2023)
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)
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 (2023)
Hao Liang, Zhi-Quan Luo
A Distribution Optimization Framework for Confidence Bounds of Risk Measures. CoRR (2023)
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) (2023)
Ziniu Li, Tian Xu, Zeyu Qin, Yang Yu, Zhi-Quan Luo
Imitation Learning from Imperfection: Theoretical Justifications and Algorithms. NeurIPS (2023)
Tian Xu, Ziniu Li, Yang Yu, Zhi-Quan Luo
Provably Efficient Adversarial Imitation Learning with Unknown Transitions. UAI (2023)
Tian Xu, Ziniu Li, Yang Yu, Zhi-Quan Luo
Provably Efficient Adversarial Imitation Learning with Unknown Transitions. CoRR (2023)
Ziniu Li, Tian Xu, Yang Yu, Zhi-Quan Luo
Theoretical Analysis of Offline Imitation With Supplementary Dataset. CoRR (2023)
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 (2023)
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 (2023)
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)
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 (2023)
Jiawei Yao, Fan Xu, Wenhai Lai, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo
Blind Beamforming for Multiple Intelligent Reflecting Surfaces. ICC (2023)
Jiancong Xiao, Ruoyu Sun, Zhi-Quan Luo
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization. CoRR (2023)
Fan Xu, Jiawei Yao, Wenhai Lai, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo
Coordinating Multiple Intelligent Reflecting Surfaces without Channel Information. CoRR (2023)
Dmitry Rybin, Ruoyu Sun, Zhi-Quan Luo
Invariant Layers for Graphs with Nodes of Different Types. CoRR (2023)
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 (2023)
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 (2023)
Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo
Efficient-Adam: Communication-Efficient Distributed Adam. IEEE Trans. Signal Process. 71 (2023)
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)
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 (2023)
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) (2023)
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) (2022)
Jiawei Zhang, Yushun Zhang, Mingyi Hong, Ruoyu Sun, Zhi-Quan Luo
When Expressivity Meets Trainability: Fewer than n Neurons Can Work. CoRR (2022)
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)
Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo
Adam Can Converge Without Any Modification On Update Rules. NeurIPS (2022)
Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Jue Wang, Zhi-Quan Luo
Stability Analysis and Generalization Bounds of Adversarial Training. CoRR (2022)
Tian Xu, Ziniu Li, Yang Yu, Zhi-Quan Luo
Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis. CoRR (2022)
Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Jue Wang, Zhi-Quan Luo
Stability Analysis and Generalization Bounds of Adversarial Training. NeurIPS (2022)
Hao Liang, Zhi-Quan Luo
Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds. CoRR (2022)
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 (2022)
Jiancong Xiao, Liusha Yang, Yanbo Fan, Jue Wang, Zhi-Quan Luo
Understanding Adversarial Robustness Against On-manifold Adversarial Examples. CoRR (2022)
Navid Reyhanian, Zhi-Quan Luo
Data-Driven Adaptive Network Slicing for Multi-Tenant Networks. IEEE J. Sel. Top. Signal Process. 16 (1) (2022)
Atefeh Khatiri, Ghasem Mirjalily, Zhi-Quan Luo
Balanced resource allocation for VNF service chain provisioning in inter-datacenter elastic optical networks. Comput. Networks 203 (2022)
Ziniu Li, Yingru Li, Yushun Zhang, Tong Zhang, Zhi-Quan Luo
HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning. ICLR (2022)
Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo
Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis. CoRR (2022)
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) (2022)
Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo
Adam Can Converge Without Any Modification on Update Rules. CoRR (2022)
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 (2022)
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)
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) (2022)
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) (2022)
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 (2022)
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)
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) (2022)
Yun-Bin Zhao, Zhi-Quan Luo
Natural Thresholding Algorithms for Signal Recovery with Sparsity. CoRR (2022)
Ziniu Li, Tian Xu, Yang Yu, Zhi-Quan Luo
Rethinking ValueDice: Does It Really Improve Performance? CoRR (2022)
Jiancong Xiao, Yanbo Fan, Ruoyu Sun, Zhi-Quan Luo
Adversarial Rademacher Complexity of Deep Neural Networks. CoRR (2022)
Dmitry Rybin, Shuyi Ren, Kaiming Shen, Xin Li, Xin Chen, Zhi-Quan Luo
A Linear Time Algorithm for the Optimal Discrete IRS Beamforming. CoRR (2022)
Tianjian Zhang, Feng Yin, Zhi-Quan Luo
Fast Generic Interaction Detection for Model Interpretability and Compression. ICLR (2022)
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 (2022)
Jiawei Zhang, Yushun Zhang, Mingyi Hong, Ruoyu Sun, Zhi-Quan Luo
When Expressivity Meets Trainability: Fewer than $n$ Neurons Can Work. NeurIPS (2021)
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 (2021)
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)
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) (2021)
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)
Yun-Bin Zhao, Zhi-Quan Luo
Analysis of optimal thresholding algorithms for compressed sensing. Signal Process. 187 (2021)
Yaowen Zhang, Kaiming Shen, Shuyi Ren, Xin Li, Xin Chen, Zhi-Quan Luo
Configuring Intelligent Reflecting Surface with Performance Guarantees: Optimal Beamforming. CoRR (2021)
Mina Asgarian, Ghasem Mirjalily, Zhi-Quan Luo
Embedding Multicast Service Function Chains in NFV-Enabled Networks. IEEE Commun. Lett. 25 (4) (2021)
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 (2021)
Navid Reyhanian, Zhi-Quan Luo
Data-Driven Optimized Slice Activation in Multi-Tenant 5G Networks. ACSCC (2021)
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)
Congliang Chen, Jiawei Zhang, Li Shen, Peilin Zhao, Zhi-Quan Luo
Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization. AISTATS (2021)
Navid Reyhanian, Hamid Farmanbar, Zhi-Quan Luo
Data-Driven Adaptive Network Resource Slicing for Multi-Tenant Networks. ICASSP (2021)
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 (2021)
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 (2021)
Shuyi Ren, Kaiming Shen, Yaowen Zhang, Xin Li, Xin Chen, Zhi-Quan Luo
Configuring Intelligent Reflecting Surface with Performance Guarantees: Blind Beamforming. CoRR (2021)
Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo
Decentralized Non-Convex Learning with Linearly Coupled Constraints. CoRR (2021)
Siddharth Roheda, Hamid Krim, Zhi-Quan Luo, Tianfu Wu
Event driven sensor fusion. Signal Process. 188 (2021)
Yaowen Zhang, Shuyi Ren, Kaiming Shen, Zhi-Quan Luo
Optimal Discrete Beamforming for Intelligent Reflecting Surface. GLOBECOM (2021)
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)
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) (2021)
Yun-Bin Zhao, Zhi-Quan Luo
Dynamic Orthogonal Matching Pursuit for Signal Reconstruction. CoRR (2021)
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)
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)
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 (2020)
Yi Yuan, Gan Zheng, Kai-Kit Wong, Björn E. Ottersten, Zhi-Quan Luo
Transfer Learning and Meta Learning Based Fast Downlink Beamforming Adaptation. CoRR (2020)
Jiawei Zhang, Peijun Xiao, Ruoyu Sun, Zhi-Quan Luo
A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhi-Quan Luo