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Zhi-Quan Luo

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

122

Venues

18

Active years

1990–2025

Best venue rank

A*

Where they publish

Papers

122 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRPreserving Diversity in Supervised Fine-Tuning of Large Language Models.Ziniu Li, Congliang Chen, Tian Xu, Zeyu Qin, Jiancong Xiao, Zhi-Quan Luo, Ruoyu Sun
2025ICLRAdam-mini: Use Fewer Learning Rates To Gain More.Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Diederik P. Kingma, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun
2025ICMLROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems.Yeqing Qiu, Ye Xue, Akang Wang, Yiheng Wang, Qingjiang Shi, Zhi-Quan Luo
2024AISTATSPrior-dependent analysis of posterior sampling reinforcement learning with function approximation.Yingru Li, Zhi-Quan Luo
2024ICMLQ-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent.Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo
2024ICMLReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models.Ziniu Li, Tian Xu, Yushun Zhang, Zhihang Lin, Yang Yu, Ruoyu Sun, Zhi-Quan Luo
2024ICMLUniformly Stable Algorithms for Adversarial Training and Beyond.Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo, Asuman E. Ozdaglar
2024KDDProvable Adaptivity of Adam under Non-uniform Smoothness.Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Ruoyu Sun, Zhi-Ming Ma, Tie-Yan Liu, Zhi-Quan Luo, Wei Chen
2023ICCVTowards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks.Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo
2023ICMLA Distribution Optimization Framework for Confidence Bounds of Risk Measures.Hao Liang, Zhi-Quan Luo
2023UAIProvably Efficient Adversarial Imitation Learning with Unknown Transitions.Tian Xu, Ziniu Li, Yang Yu, Zhi-Quan Luo
2022CVPRTraining High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation.Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo
2022ICASSPOptimal Qos-Aware Network Slicing for Service-Oriented Networks with Flexible Routing.Wei-Kun Chen, Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo
2022ICASSPICASSP-SPGC 2022: Root Cause Analysis for Wireless Network Fault Localization.Tianjian Zhang, Qian Chen, Yi Jiang, Dandan Miao, Feng Yin, Tao Quan, Qingjiang Shi, Zhi-Quan Luo
2022ICLRHyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning.Ziniu Li, Yingru Li, Yushun Zhang, Tong Zhang, Zhi-Quan Luo
2022ICLRFast Generic Interaction Detection for Model Interpretability and Compression.Tianjian Zhang, Feng Yin, Zhi-Quan Luo
2021ACSSCData-Driven Optimized Slice Activation in Multi-Tenant 5G Networks.Navid Reyhanian, Zhi-Quan Luo
2021AISTATSCommunication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization.Congliang Chen, Jiawei Zhang, Li Shen, Peilin Zhao, Zhi-Quan Luo
2021GLOBECOMOptimal Discrete Beamforming for Intelligent Reflecting Surface.Yaowen Zhang, Shuyi Ren, Kaiming Shen, Zhi-Quan Luo
2021ICASSPAn Efficient Linear Programming Rounding-and-Refinement Algorithm for Large-Scale Network Slicing Problem.Weikun Chen, Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo
2021ICASSPPushing The Limit of Type I Codebook For Fdd Massive Mimo Beamforming: A Channel Covariance Reconstruction Approach.Kai Li, Ying Li, Lei Cheng, Qingjiang Shi, Zhi-Quan Luo
2021ICASSPData-Driven Adaptive Network Resource Slicing for Multi-Tenant Networks.Navid Reyhanian, Hamid Farmanbar, Zhi-Quan Luo
2020ICASSPEvaluation of Joint Auditory Attention Decoding and Adaptive Binaural Beamforming Approach for Hearing Devices with Attention Switching.Wenqiang Pu, Peng Zan, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo
2020ICASSPJoint Resource Allocation and Routing for Service Function Chaining with In-Subnetwork Processing.Navid Reyhanian, Hamid Farmanbar, Soheil Mohajer, Zhi-Quan Luo
2020ICASSPA Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization.Jiawei Zhang, Songyang Ge, Tsung-Hui Chang, Zhi-Quan Luo
2019ACSSCBlock Successive Convex Approximation Algorithms for Nonsmooth Nonconvex Optimization.Yang Yang, Marius Pesavento, Zhi-Quan Luo, Bjrn E. Ottersten
2019AISTATSDirect Acceleration of SAGA using Sampled Negative Momentum.Kaiwen Zhou, Qinghua Ding, Fanhua Shang, James Cheng, Danli Li, Zhi-Quan Luo
2019ICASSPA New Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-rank Signal Model.Yongwei Huang, Sergiy A. Vorobyov, Zhi-Quan Luo
2019ICASSPA Joint Auditory Attention Decoding and Adaptive Binaural Beamforming Algorithm for Hearing Devices.Wenqiang Pu, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo
2019ICASSPScalable Gaussian Process Using Inexact Admm for Big Data.Yue Xu, Feng Yin, Jiawei Zhang, Wenjun Xu, Shuguang Cui, Zhi-Quan Luo
2018ACSSCMinimax Design Of Constant Modulus Mimo Waveforms.Zhen Lin, Wenqiang Pu, Zhi-Quan Luo
2018ICASSPEvaluation of the Penalized Inequality Constrained Minimum Variance Beamformer for Hearing Aids.Jinjun Xiao, Wenqiang Pu, Zhi-Quan Luo, Tao Zhang
2018ICASSPSoftware Defined Resource Allocation for Service-Oriented Networks.Nan Zhang, Ya-Feng Liu, Hamid Farmanbar, Tsung-Hui Chang, Mingyi Hong, Zhi-Quan Luo
2017ACSSCA robust adaptive binaural beamformer for hearing devices.Jinjun Xiao, Zhi-Quan Luo, Ivo Merks, Tao Zhang
2017ICASSPComparison of two binaural beamforming approaches for hearing aids.Elior Hadad, Daniel Marquardt, Wenqiang Pu, Sharon Gannot, Simon Doclo, Zhi-Quan Luo, Ivo Merks, Tao Zhang
2017ICASSPA two-stage optimization approach to the asynchronous multi-sensor registration problem.Wenqiang Pu, Ya-Feng Liu, Junkun Yan, Shenghua Zhou, Hongwei Liu, Zhi-Quan Luo
2017ICASSPTraffic engineering for backhaul networks with wireless link scheduling.Nan Zhang, Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar, Zhi-Quan Luo
2016GLOBECOMOptimal Resource Allocation for Energy Efficient Transmission in DSL.Nan Zhang, Zhiqiang Yao, Yixian Liu, Stephen P. Boyd, Zhi-Quan Luo
2015FOCSGuaranteed Matrix Completion via Nonconvex Factorization.Ruoyu Sun, Zhi-Quan Luo
2015ICASSPConvergence analysis of alternating direction method of multipliers for a family of nonconvex problems.Mingyi Hong, Zhi-Quan Luo, Meisam Razaviyayn
2015ICASSPSemi-asynchronous routing for large scale hierarchical networks.Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar, Zhi-Quan Luo
2015ICASSPIncorporating spatial information in binaural beamforming for noise suppression in hearing aids.Wei-Cheng Liao, Mingyi Hong, Ivo Merks, Tao Zhang, Zhi-Quan Luo
2015ICASSPCombining sparse NMF with deep neural network: A new classification-based approach for speech enhancement.Hung-Wei Tseng, Mingyi Hong, Zhi-Quan Luo
2014ICASSPA block coordinate descent method of multipliers: Convergence analysis and applications.Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma, Zhi-Quan Luo
2014ICASSPMax-min network flow and resource allocation for backhaul constrained heterogeneous wireless networks.Wei-Cheng Liao, Mingyi Hong, Zhi-Quan Luo
2014ICASSPDictionary learning for sparse representation: Complexity and algorithms.Meisam Razaviyayn, Hung-Wei Tseng, Zhi-Quan Luo
2014ICASSPGlobally optimal joint uplink base station association and power control for max-min fairness.Ruoyu Sun, Zhi-Quan Luo
2014ICASSPJoint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers.Xiangfeng Wang, Mingyi Hong, Tsung-Hui Chang, Meisam Razaviyayn, Zhi-Quan Luo
2013ICASSPDerivative-free optimization of hearing aid parameters.Shu-Hsien Chu, Mingyi Hong, Zhi-Quan Luo, Kelly Fitz, Martin F. McKinney, Tao Zhang
2013ICASSPBase station activation and linear transceiver design for utility maximization in Heterogeneous networks.Wei-Cheng Liao, Mingyi Hong, Zhi-Quan Luo
2013ICASSPAn alternating optimization algorithm for the MIMO secrecy capacity problem under sum power and per-antenna power constraints.Qiang Li, Mingyi Hong, Hoi-To Wai, Wing-Kin Ma, Ya-Feng Liu, Zhi-Quan Luo
2013ICASSPA novel single channel speech enhancement approach by combining Wiener filter and dictionary learning.Hung-Wei Tseng, Srikanth Vishnubhotla, Mingyi Hong, Jinjun Xiao, Zhi-Quan Luo, Tao Zhang
2013InterspeechA single channel speech enhancement approach by combining statistical criterion and multi-frame sparse dictionary learning.Hung-Wei Tseng, Srikanth Vishnubhotla, Mingyi Hong, Xiangfeng Wang, Jinjun Xiao, Zhi-Quan Luo, Tao Zhang
2012ACSSCJoint transceiver design and base station clustering for heterogeneous networks.Mingyi Hong, Meisam Razaviyayn, Ruoyu Sun, Zhi-Quan Luo
2012ACSSCSINR constrained beamforming for a MIMO multi-user downlink system.Qingjiang Shi, Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo
2012ICASSPJoint linear precoder optimization and base station selection for an uplink MIMO network: A game theoretic approach.Mingyi Hong, Zhi-Quan Luo
2012ICASSPJoint power and admission control via linear programming deflation.Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo
2012ICASSPMaximum likelihood estimation of transition probabilities using analytical center cutting plane method for unknown maneuvering emitter tracking by a wireless sensor network.Xiaomei Luo, Zhi-Quan Luo, Kehu Yang
2012ICASSPOptimal joint base station assignment and downlink beamforming for heterogeneous networks.Maziar Sanjabi, Meisam Razaviyayn, Zhi-Quan Luo
2011ACSSCLinear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness.Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo
2011CISSJoint transceiver design and user grouping in a MIMO interfering broadcast channel.Meisam Razaviyayn, Hadi Baligh, Aaron Callard, Zhi-Quan Luo
2011ICASSPEfficient convex optimization for real-time robust beamforming with microphone arrays.Eric A. Durant, Ivo Merks, Bill Woods, Jinjun Xiao, Tao Zhang, Zhi-Quan Luo
2011ICASSPAn iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel.Qingjiang Shi, Meisam Razaviyayn, Zhi-Quan Luo, Chen He
2011ICASSPRobust SINR-constrained MISO downlink beamforming: When is semidefinite programming relaxation tight?Enbin Song, Qingjiang Shi, Maziar Sanjabi, Ruoyu Sun, Zhi-Quan Luo
2011ICASSPConvex relaxation approaches to maximum likelihood DOA estimation in ULA's and UCA's with unknown mutual coupling.Kehu Yang, Shu Cai, Zhi-Quan Luo
2011ICASSPEfficient semidefinite relaxation for robust geolocation of unknown emitter by a satellite cluster using TDOA and FDOA measurements.Kehu Yang, Lizhong Jiang, Zhi-Quan Luo
2010ICASSPOn the complexity of optimal coordinated downlink beamforming.Ya-Feng Liu, Yu-Hong Dai, Zhi-Quan Luo
2010ICASSPAdaptive feedback cancellation in hearing aids using the IPLS algorithm.Randall S. Plate, Yongchao Wang, Zhi-Quan Luo, Chris Gao
2010ICASSPA Stackelberg game approach to distributed spectrum management.Meisam Razaviyayn, Yao Morin, Zhi-Quan Luo
2009ICASSPA generalized iterative water-filling algorithm for distributed power control in the presence of a jammer.Ramy H. Gohary, Yao Huang, Zhi-Quan Luo, Jong-Shi Pang
2009ICASSPApproaching user capacity in a DSL system via harmonic mean-rate optimization.Yao Huang, Ramy H. Gohary, Zhi-Quan Luo
2009ICASSPStructured spectrum balancing in DSL multiuser communications.Yao Huang, Ramy H. Gohary, Zhi-Quan Luo
2009ICASSPDistributed optimization in an energy-constrained network using a digital communication scheme.Alireza Razavi, Zhi-Quan Luo
2009ICASSPTwo-dimensional phase unwrapping using semidefinite relaxation.Jinjun Xiao, Zhi-Quan Luo, Ming Jiang
2008ICASSPA convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM.Tsung-Hui Chang, Zhi-Quan Luo, Li Deng, Chong-Yung Chi
2008ICASSPNetwork beamforming based on second order statistics of the channel state information.Veria Havary-Nassab, Shahram Shahbazpanahi, Ali Grami, Zhi-Quan Luo
2008ICASSPEfficient soft demodulation of MIMO QPSK via semidefinite relaxation.Mehran Nekuii, Mikalai Kisialiou, Timothy N. Davidson, Zhi-Quan Luo
2007ICASSPDynamic Spectrum Management: When is FDMA Sum-Rate Optimal?Shunsuke Hayashi, Zhi-Quan Luo
2007ICASSPEfficient Implementation of a Quasi-Maximum-Likelihood Detector Based on Semi-Definite Relaxation.Mikalai Kisialiou, Zhi-Quan Luo
2007ICASSPJoint Multiuser Downlink Beamforming and Admission Control: A Semidefinite Relaxation Approach.Evaggelia Matskani, Nicholas D. Sidiropoulos, Zhi-Quan Luo, Leandros Tassiulas
2007ICASSPDistributed Optimization in an Energy-Constrained Network.Alireza Razavi, Zhi-Quan Luo
2007ICASSPDistributed Sensor Network Localization with Inaccurate Anchor Positions and Noisy Distance Information.Seshan Srirangarajan, Ahmed H. Tewfik, Zhi-Quan Luo
2007INFOCOMModelling and Optimization of Stochastic Routing for Wireless Multi-Hop Networks.Alejandro Ribeiro, Georgios B. Giannakis, Zhi-Quan Luo, Nikos D. Sidiropoulos
2006GLOBECOMLinear Coherent Decentralized Estimation.Jinjun Xiao, Shuguang Cui, Zhi-Quan Luo, Andrea J. Goldsmith
2006GLOBECOMLinear Joint Source-Channel Coding for Gaussian Sources through Fading Channels.Jinjun Xiao, Zhi-Quan Luo, Nihar Jindal
2006ICASSPAn Efficient Algorithm for Optimum Power Allocation in a Decode-And-Forward Cooperative System with Orthogonal Transmissions.Paul A. Anghel, Mostafa Kaveh, Zhi-Quan Luo
2006ICASSPConvex Transmit Beamforming for Downlink Multicasting to Multiple Co-Channel Groups.Eleftherios Karipidis, Nicholas D. Sidiropoulos, Zhi-Quan Luo
2006ICASSPOptimal Dimensionality Reduction for Multi-Sensor Fusion in the Presence of Fading and Noise.Ioannis D. Schizas, Georgios B. Giannakis, Zhi-Quan Luo
2006ISITOptimum Power Allocation for Cooperative Systems with Orthogonal Space-Time Transmissions.Paul A. Anghel, Mostafa Kaveh, Zhi-Quan Luo
2006ISITCapacity Limits of Multiple Antenna Multicast.Nihar Jindal, Zhi-Quan Luo
2005DACRobust gate sizing by geometric programming.Jaskirat Singh, Vidyasagar Nookala, Zhi-Quan Luo, Sachin S. Sapatnekar
2005ICASSPEnergy-efficient joint estimation in sensor networks: analog vs. digital.Shuguang Cui, Jinjun Xiao, Andrea J. Goldsmith, Zhi-Quan Luo, H. Vincent Poor
2005ICASSPBlind channel equalization based on second order statistics.Ahmed A. Farid, Zhi-Quan Luo, Zhi Ding
2005ICASSPPerformance analysis of quasi-maximum-likelihood detector based on semi-definite programming.Mikalai Kisialiou, Zhi-Quan Luo
2005ICASSPMinimum energy decentralized estimation in sensor network with correlated sensor noise.Alexey Krasnopeev, Jinjun Xiao, Zhi-Quan Luo
2005ICASSPUniversal decentralized estimation in a bandwidth constrained sensor network.Zhi-Quan Luo, Jin-Jun Xiao
2005ISITOptimal linear decentralized estimation in a bandwidth constrained sensor network.Zhi-Quan Luo, Georgios B. Giannakis, Shuzhong Zhang
2004GLOBECOMDesign of edge-disjoint path protected WDM networks: asymptotic optimality of shortest path.Mohamed E. M. Saad, Zhi-Quan Luo
2004GLOBECOMDecentralized detection in a bandwidth constrained sensor network.Jinjun Xiao, Zhi-Quan Luo
2004ICASSPRobust blind multiuser detection based on worst-case MMSE performance optimization.Keyvan Zarifi, Shahram Shahbazpanahi, Alex B. Gershman, Zhi-Quan Luo
2004ISITDecentralized estimation in an inhomogeneous environment.Zhi-Quan Luo, Jin-Jun Xiao
2004SECONJoint estimation in sensor networks under energy constraints.Jinjun Xiao, Shuguang Cui, Zhi-Quan Luo, Andrea J. Goldsmith
2003GLOBECOMAn efficient design method for vector broadcast systems with common information.Ramy H. Gohary, Timothy N. Davidson, Zhi-Quan Luo
2003ICASSPDesign of robust IIR magnitude filters via semidefinite programming.Yonghong Liu, Zhi-Quan Luo
2003ICASSPBlind separation of BPSK signals using Newton's method on the Stiefel manifold.Jun Lu, Timothy N. Davidson, Zhi-Quan Luo
2003ICASSPAn efficient quasi-maximum likelihood decoder for PSK signals.Zhi-Quan Luo, Xiaodong Luo, Mikalai Kisialiou
2003ICASSPRobust adaptive beamforming using worst-case SINR optimization: a new diagonal loading-type solution for general-rank signal models.Shahram Shahbazpanahi, Alex B. Gershman, Zhi-Quan Luo, Kon Max Wong
2003ICASSPAdaptive beamforming with joint robustness against signal steering vector errors and interference nonstationarity.Sergiy A. Vorobyov, Alex B. Gershman, Zhi-Quan Luo, Ning Ma
2002GLOBECOMA Lagrangean decomposition approach for the routing and wavelength assignment in multifiber WDM networks.Mohamed E. M. Saad, Zhi-Quan Luo
2002ICASSPMinimum BER block precoders for zero-forcing equalization.Yanwu Ding, Timothy N. Davidson, Jian-Kang Zhang, Zhi-Quan Luo, Kon Max Wong
2002ICASSPRobust adaptive beamforming using worst-case performance optimization via Second-Order Cone programming.Sergiy A. Vorobyov, Alex B. Gershman, Zhi-Quan Luo
2001ICASSPRobust blind multiuser detection against CDMA signature mismatch.Shuguang Cui, Zhi-Quan Luo, Zhi Ding
2001ICASSPLinear matrix inequality formulation of spectral mask constraints.Timothy N. Davidson, Zhi-Quan Luo, Jos F. Sturm
2001ICASSPBlind equalization of constant modulus signals via restricted convex optimization.Boris Maricic, Zhi-Quan Luo, Timothy N. Davidson
2000ICASSPInterior point least squares estimation: exploiting transient convergence in MMSE decision-feedback equalization.Kaywan H. Afkhamie, Zhi-Quan Luo, Kon Max Wong
2000ICASSPDesign of robust redundant precoding filter banks with zero-forcing equalizers for unknown frequency-selective channels.Jelena Milanovic, Timothy N. Davidson, Zhi-Quan Luo, Kon Max Wong
1999ICASSPAdaptive parameter estimation using interior point optimization techniques: convergence analysis.Kaywan H. Afkhamie, Zhi-Quan Luo
1999ICASSPOrthogonal pulse shape design via semidefinite programming.Timothy N. Davidson, Zhi-Quan Luo, Kon Max Wong
1999ICASSPA new time-scale adaptive denoising method based on wavelet shrinkage.Xiao-Ping Zhang, Zhi-Quan Luo
1995ICASSPBlind equalization using second-order statistics.Kaywan H. Afkhamie, Zhi-Quan Luo
1990FOCSCommunication Complexity of Algebraic Computation (Extended Abstract)Zhi-Quan Luo, John N. Tsitsiklis
1990ICCICommunication Complexity of Computing a Collection of Rational Functions.Zhi-Quan Luo