Communication complexity of convex optimization. - John N. Tsitsiklis; Zhi-Quan Luo (J. Complex., 1987)

Communication Complexity of Algebraic Computation (Extended Abstract) - Zhi-Quan Luo; John N. Tsitsiklis (FOCS, 1990)

Communication Complexity of Computing a Collection of Rational Functions. - Zhi-Quan Luo (ICCI, 1990)

On the Convergence of the LMS Algorithm with Adaptive Learning Rate for Linear Feedforward Networks. - Zhi-Quan Luo (Neural Comput., 1991)

On the Communication Complexity of Solving a Polynomial Equation. - Zhi-Quan Luo; John N. Tsitsiklis (SIAM J. Comput., 1991)

On the convergence of the affine-scaling algorithm. - Paul Tseng; Zhi-Quan Luo (Math. Program., 1992)

On a global error bound for a class of monotone affine variational inequality problems. - Zhi-Quan Luo; Paul Tseng (Oper. Res. Lett., 1992)

Error Bound and Convergence Analysis of Matrix Splitting Algorithms for the Affine Variational Inequality Problem. - Zhi-Quan Luo; Paul Tseng (SIAM J. Optim., 1992)

Error bounds and convergence analysis of feasible descent methods: a general approach. - Zhi-Quan Luo; Paul Tseng (Ann. Oper. Res., 1993)

On the Communication Complexity of Distributed Algebraic Computation. - Zhi-Quan Luo; John N. Tsitsiklis (J. ACM, 1993)

On the Convergence Rate of Dual Ascent Methods for Linearly Constrained Convex Minimization. - Zhi-Quan Luo; Paul Tseng (Math. Oper. Res., 1993)

Error Bound and Reduced-Gradient Projection Algorithms for Convex Minimization over a Polyhedral Set. - Zhi-Quan Luo; Paul Tseng (SIAM J. Optim., 1993)

Design of optimum signals for the simultaneous estimation of time delay and Doppler shift. - Kon Max Wong; Zhi-Quan Luo; Qu Jin (IEEE Trans. Signal Process., 1993)

A modified predictor-corrector method for linear programming. - Zhi-Quan Luo; Shi-Quan Wu (Comput. Optim. Appl., 1994)

One-Way Communication Complexity of Computing a Collection of Rational Functions. - Zhi-Quan Luo (J. Complex., 1994)

Error bounds for analytic systems and their applications. - Zhi-Quan Luo; Jong-Shi Pang (Math. Program., 1994)

Extension of Hoffman's Error Bound to Polynomial Systems. - Xiaodong Luo; Zhi-Quan Luo (SIAM J. Optim., 1994)

On the rate of convergence of a distributed asynchronous routing algorithm. - Zhi-Quan Luo; Paul Tseng (IEEE Trans. Autom. Control., 1994)

An optimum complete orthonormal basis for signal analysis and design. - Qu Jin; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Inf. Theory, 1994)

Data fusion with minimal communication. - Zhi-Quan Luo; John N. Tsitsiklis (IEEE Trans. Inf. Theory, 1994)

Perturbation Analysis of a Condition Number for Linear Systems. - Zhi-Quan Luo; Paul Tseng (SIAM J. Matrix Anal. Appl., 1994)

Blind equalization using second-order statistics. - Kaywan H. Afkhamie; Zhi-Quan Luo (ICASSP, 1995)

The estimation of time delay and Doppler stretch of wideband signals. - Qu Jin; Kon Max Wong; Zhi-Quan Luo (IEEE Trans. Signal Process., 1995)

On Computing the Nested Sums and Infimal Convolutions of Convex Piecewise-Linear Functions. - Paul Tseng; Zhi-Quan Luo (J. Algorithms, 1996)

Exact penalization and stationarity conditions of mathematical programs with equilibrium constraints. - Zhi-Quan Luo; Jong-Shi Pang; Daniel Ralph; Shi-Quan Wu (Math. Program., 1996)

Complexity Analysis of an Interior Cutting Plane Method for Convex Feasibility Problems. - Jean-Louis Goffin; Zhi-Quan Luo; Yinyu Ye 001 (SIAM J. Optim., 1996)

Optimum filter banks for signal decomposition and its application in adaptive echo cancellation. - Qu Jin; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Signal Process., 1996)

Analysis of a Cutting Plane Method That Uses Weighted Analytic Center and Multiple Cuts. - Zhi-Quan Luo (SIAM J. Optim., 1997)

A Globally Convergent Sequential Quadratic Programming Algorithm for Mathematical Programs with Linear Complementarity Constraints. - Masao Fukushima; Zhi-Quan Luo; Jong-Shi Pang (Comput. Optim. Appl., 1998)

Approximation Algorithms for Quadratic Programming. - Minyue Fu 001; Zhi-Quan Luo; Yinyu Ye 001 (J. Comb. Optim., 1998)

An Analytic Center Based Column Generation Algorithm for Convex Quadratic Feasibility Problems. - Zhi-Quan Luo; Jie Sun 001 (SIAM J. Optim., 1998)

Superlinear Convergence of a Symmetric Primal-Dual Path Following Algorithm for Semidefinite Programming. - Zhi-Quan Luo; Jos F. Sturm; Shuzhong Zhang (SIAM J. Optim., 1998)

Adaptive parameter estimation using interior point optimization techniques: convergence analysis. - Kaywan H. Afkhamie; Zhi-Quan Luo (ICASSP, 1999)

Orthogonal pulse shape design via semidefinite programming. - Timothy N. Davidson; Zhi-Quan Luo; Kon Max Wong (ICASSP, 1999)

A new time-scale adaptive denoising method based on wavelet shrinkage. - Xiao-Ping Zhang; Zhi-Quan Luo (ICASSP, 1999)

On Extensions of the Frank-Wolfe Theorems. - Zhi-Quan Luo; Shuzhong Zhang (Comput. Optim. Appl., 1999)

Blind adaptive FRESH filtering for signal extraction. - J. Zhang; Kon Max Wong; Zhi-Quan Luo; Pak-Chung Ching (IEEE Trans. Signal Process., 1999)

Interior point least squares estimation: exploiting transient convergence in MMSE decision-feedback equalization. - Kaywan H. Afkhamie; Zhi-Quan Luo; Kon Max Wong (ICASSP, 2000)

Design 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 (ICASSP, 2000)

A Polynomial Cutting Surfaces Algorithm for the Convex Feasibility Problem Defined by Self-Concordant Inequalities. - Zhi-Quan Luo; Jie Sun 001 (Comput. Optim. Appl., 2000)

New error bounds and their applications to convergence analysis of iterative algorithms. - Zhi-Quan Luo (Math. Program., 2000)

Unexpected properties and optimum-distributed sensor detectors for dependent observation cases. - Yunmin Zhu; Rick S. Blum; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Autom. Control., 2000)

A fast linear programming algorithm for blind equalization. - Zhi Ding 001; Zhi-Quan Luo (IEEE Trans. Commun., 2000)

Blind identification of FIR systems driven by Markov-like input signals. - Kaywan H. Afkhamie; Zhi-Quan Luo (IEEE Trans. Signal Process., 2000)

Adaptive linear filtering using interior point optimization techniques. - Kaywan H. Afkhamie; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Signal Process., 2000)

Design of orthogonal pulse shapes for communications via semidefinite programming. - Timothy N. Davidson; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Signal Process., 2000)

Robust blind multiuser detection against CDMA signature mismatch. - Shuguang Cui; Zhi-Quan Luo; Zhi Ding 001 (ICASSP, 2001)

Linear matrix inequality formulation of spectral mask constraints. - Timothy N. Davidson; Zhi-Quan Luo; Jos F. Sturm (ICASSP, 2001)

Blind equalization of constant modulus signals via restricted convex optimization. - Boris Maricic; Zhi-Quan Luo; Timothy N. Davidson (ICASSP, 2001)

Efficient quasi-maximum-likelihood multiuser detection by semi-definite relaxation. - Wing-Kin Ma; Timothy N. Davidson; Kon Max Wong; Zhi-Quan Luo; Pak-Chung Ching (ICC, 2001)

Convex optimization approach to identify fusion for multisensor target tracking. - Lingjie Li; Zhi-Quan Luo; Kon Max Wong; Éloi Bossé (IEEE Trans. Syst. Man Cybern. Part A, 2001)

Interior point least squares estimation: transient convergence analysis and application to MMSE decision-feedback equalization. - Kaywan H. Afkhamie; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Signal Process., 2001)

Finite-horizon robust Kalman filter design. - Minyue Fu 001; Carlos E. de Souza; Zhi-Quan Luo (IEEE Trans. Signal Process., 2001)

A Lagrangean decomposition approach for the routing and wavelength assignment in multifiber WDM networks. - Mohamed E. M. Saad; Zhi-Quan Luo (GLOBECOM, 2002)

Minimum BER block precoders for zero-forcing equalization. - Yanwu Ding; Timothy N. Davidson; Jian-Kang Zhang 002; Zhi-Quan Luo; Kon Max Wong (ICASSP, 2002)

Robust adaptive beamforming using worst-case performance optimization via Second-Order Cone programming. - Sergiy A. Vorobyov; Alex B. Gershman; Zhi-Quan Luo (ICASSP, 2002)

Parallel detection for V-BLAST system. - Yuan Li; Zhi-Quan Luo (ICC, 2002)

Multi-carrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels. - Shuichi Ohno; Paul A. Anghel; Georgios B. Giannakis; Zhi-Quan Luo (ICC, 2002)

Smoothing Functions for Second-Order-Cone Complementarity Problems. - Masao Fukushima; Zhi-Quan Luo; Paul Tseng (SIAM J. Optim., 2002)

Robust Filtering via Semidefinite Programming with Applications to Target Tracking. - Lingjie Li; Zhi-Quan Luo; Timothy N. Davidson; Kon Max Wong; Éloi Bossé (SIAM J. Optim., 2002)

Robust array interpolation using second-order cone programming. - Marius Pesavento; Alex B. Gershman; Zhi-Quan Luo (IEEE Signal Process. Lett., 2002)

Linear matrix inequality formulation of spectral mask constraints with applications to FIR filter design. - Timothy N. Davidson; Zhi-Quan Luo; Jos F. Sturm (IEEE Trans. Signal Process., 2002)

A fractionally spaced blind equalizer based on linear programming. - Zhi-Quan Luo; Mei Meng; Kon Max Wong; Jian-Kang Zhang 002 (IEEE Trans. Signal Process., 2002)

Quasi-maximum-likelihood multiuser detection using semi-definite relaxation with application to synchronous CDMA. - Wing-Kin Ma; Timothy N. Davidson; Kon Max Wong; Zhi-Quan Luo; Pak-Chung Ching (IEEE Trans. Signal Process., 2002)

An efficient design method for vector broadcast systems with common information. - Ramy H. Gohary; Timothy N. Davidson; Zhi-Quan Luo (GLOBECOM, 2003)

Design of robust IIR magnitude filters via semidefinite programming. - Yonghong Liu; Zhi-Quan Luo (ICASSP (6), 2003)

Blind separation of BPSK signals using Newton's method on the Stiefel manifold. - Jun Lu; Timothy N. Davidson; Zhi-Quan Luo (ICASSP (4), 2003)

An efficient quasi-maximum likelihood decoder for PSK signals. - Zhi-Quan Luo; Xiaodong Luo; Mikalai Kisialiou (ICASSP (6), 2003)

Robust 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 (ICASSP (5), 2003)

Adaptive beamforming with joint robustness against signal steering vector errors and interference nonstationarity. - Sergiy A. Vorobyov; Alex B. Gershman; Zhi-Quan Luo; Ning Ma (ICASSP (5), 2003)

Reconfiguration with no service disruption in multifiber WDM networks based on Lagrangean decomposition. - Mohamed E. M. Saad; Zhi-Quan Luo (ICC, 2003)

Soft quasi-maximum-likelihood detection for multiple-antenna channels. - Baldur Steingrimsson; Zhi-Quan Luo; Kon Max Wong (ICC, 2003)

Applications of convex optimization in signal processing and digital communication. - Zhi-Quan Luo (Math. Program., 2003)

On blind source separation using mutual information criterion. - Zhi-Quan Luo; Jun Lu (Math. Program., 2003)

A Sequential Quadratically Constrained Quadratic Programming Method for Differentiable Convex Minimization. - Masao Fukushima; Zhi-Quan Luo; Paul Tseng (SIAM J. Optim., 2003)

Adaptive beamforming with sidelobe control: a second-order cone programming approach. - Jing Liu 026; Alex B. Gershman; Zhi-Quan Luo; Kon Max Wong (IEEE Signal Process. Lett., 2003)

Minimum BER block precoders for zero-forcing equalization. - Yanwu Ding; Timothy N. Davidson; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Signal Process., 2003)

Blind constant modulus equalization via convex optimization. - Boris Mariere; Zhi-Quan Luo; Timothy N. Davidson (IEEE Trans. Signal Process., 2003)

Robust adaptive beamforming for general-rank signal models. - Shahram Shahbazpanahi; Alex B. Gershman; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Signal Process., 2003)

Soft quasi-maximum-likelihood detection for multiple-antenna wireless channels. - Baldur Steingrimsson; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Signal Process., 2003)

Robust adaptive beamforming using worst-case performance optimization: a solution to the signal mismatch problem. - Sergiy A. Vorobyov; Alex B. Gershman; Zhi-Quan Luo (IEEE Trans. Signal Process., 2003)

Design of edge-disjoint path protected WDM networks: asymptotic optimality of shortest path. - Mohamed E. M. Saad; Zhi-Quan Luo (GLOBECOM, 2004)

Decentralized detection in a bandwidth constrained sensor network. - Jinjun Xiao; Zhi-Quan Luo (GLOBECOM, 2004)

Robust blind multiuser detection based on worst-case MMSE performance optimization. - Keyvan Zarifi; Shahram Shahbazpanahi; Alex B. Gershman; Zhi-Quan Luo (ICASSP (4), 2004)

Decentralized estimation in an inhomogeneous environment. - Zhi-Quan Luo; Jin-Jun Xiao (ISIT, 2004)

Joint estimation in sensor networks under energy constraints. - Jinjun Xiao; Shuguang Cui; Zhi-Quan Luo; Andrea J. Goldsmith (SECON, 2004)

On the routing and wavelength assignment in multifiber WDM networks. - Mohamed E. M. Saad; Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2004)

A nonlinear complementarity approach to multiuser power control for digital subscriber lines. - Nobuo Yamashita; Zhi-Quan Luo (Optim. Methods Softw., 2004)

Multivariate Nonnegative Quadratic Mappings. - Zhi-Quan Luo; Jos F. Sturm; Shuzhong Zhang (SIAM J. Optim., 2004)

Adaptive beamforming with joint robustness against mismatched signal steering vector and interference nonstationarity. - Sergiy A. Vorobyov; Alex B. Gershman; Zhi-Quan Luo; Ning Ma (IEEE Signal Process. Lett., 2004)

Transceiver optimization for block-based multiple access through ISI channels. - Zhi-Quan Luo; Timothy N. Davidson; Georgios B. Giannakis; Kon Max Wong (IEEE Trans. Signal Process., 2004)

Robust gate sizing by geometric programming. - Jaskirat Singh; Vidyasagar Nookala; Zhi-Quan Luo; Sachin S. Sapatnekar (DAC, 2005)

Energy-efficient joint estimation in sensor networks: analog vs. digital. - Shuguang Cui; Jinjun Xiao; Andrea J. Goldsmith; Zhi-Quan Luo; H. Vincent Poor (ICASSP (4), 2005)

Blind channel equalization based on second order statistics. - Ahmed A. Farid; Zhi-Quan Luo; Zhi Ding 001 (ICASSP (3), 2005)

Performance analysis of quasi-maximum-likelihood detector based on semi-definite programming. - Mikalai Kisialiou; Zhi-Quan Luo (ICASSP (3), 2005)

Minimum energy decentralized estimation in sensor network with correlated sensor noise. - Alexey Krasnopeev; Jinjun Xiao; Zhi-Quan Luo (ICASSP (3), 2005)

Universal decentralized estimation in a bandwidth constrained sensor network. - Zhi-Quan Luo; Jin-Jun Xiao (ICASSP (4), 2005)

Optimal linear decentralized estimation in a bandwidth constrained sensor network. - Zhi-Quan Luo; Georgios B. Giannakis; Shuzhong Zhang (ISIT, 2005)

Minimum Energy Decentralized Estimation in a Wireless Sensor Network with Correlated Sensor Noises. - Alexey Krasnopeev; Jinjun Xiao; Zhi-Quan Luo (EURASIP J. Wirel. Commun. Netw., 2005)

An isotropic universal decentralized estimation scheme for a bandwidth constrained ad hoc sensor network. - Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2005)

Online Clustering Algorithms for Radar Emitter Classification. - Jun Liu; Jim P. Y. Lee; Lingjie Li; Zhi-Quan Luo; Kon Max Wong (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Split soft-decision equalization for wireless channels with large delay spread. - Jean X. Yu; Yuan Li; Zhi-Quan Luo; Susumu Yoshida (IEEE Trans. Commun., 2005)

Universal decentralized estimation in a bandwidth constrained sensor network. - Zhi-Quan Luo (IEEE Trans. Inf. Theory, 2005)

Decentralized estimation in an inhomogeneous sensing environment. - Jinjun Xiao; Zhi-Quan Luo (IEEE Trans. Inf. Theory, 2005)

Universal decentralized detection in a bandwidth-constrained sensor network. - Jinjun Xiao; Zhi-Quan Luo (IEEE Trans. Signal Process., 2005)

Optimal diagonal precoder for multiantenna communication systems. - Zhiyong Yan; Kon Max Wong; Zhi-Quan Luo (IEEE Trans. Signal Process., 2005)

Robust blind multiuser detection based on the worst-case performance optimization of the MMSE receiver. - Keyvan Zarifi; Shahram Shahbazpanahi; Alex B. Gershman; Zhi-Quan Luo (IEEE Trans. Signal Process., 2005)

Robust blind multiuser detection against signature waveform mismatch based on second-order cone programming. - Shuguang Cui; Mikalai Kisialiou; Zhi-Quan Luo; Zhi Ding 001 (IEEE Trans. Wirel. Commun., 2005)

Reducing power consumption in a sensor network by information feedback. - Mikalai Kisialiou; Zhi-Quan Luo (EUSIPCO, 2006)

Linear Joint Source-Channel Coding for Gaussian Sources through Fading Channels. - Jinjun Xiao; Zhi-Quan Luo; Nihar Jindal (GLOBECOM, 2006)

An Efficient Algorithm for Optimum Power Allocation in a Decode-And-Forward Cooperative System with Orthogonal Transmissions. - Paul A. Anghel; Mostafa Kaveh; Zhi-Quan Luo (ICASSP (4), 2006)

Convex Transmit Beamforming for Downlink Multicasting to Multiple Co-Channel Groups. - Eleftherios Karipidis; Nicholas D. Sidiropoulos; Zhi-Quan Luo (ICASSP (5), 2006)

Optimal Dimensionality Reduction for Multi-Sensor Fusion in the Presence of Fading and Noise. - Ioannis D. Schizas; Georgios B. Giannakis; Zhi-Quan Luo (ICASSP (4), 2006)

Estimation Diversity with Multiple Heterogeneous Sensors. - Shuguang Cui; Jinjun Xiao; Andrea J. Goldsmith; Zhi-Quan Luo; H. Vincent Poor (ICC, 2006)

Optimum Power Allocation for Cooperative Systems with Orthogonal Space-Time Transmissions. - Paul A. Anghel; Mostafa Kaveh; Zhi-Quan Luo (ISIT, 2006)

Capacity Limits of Multiple Antenna Multicast. - Nihar Jindal; Zhi-Quan Luo (ISIT, 2006)

Multisensor Processing for Signal Extraction and Applications. - Chong-Yung Chi; Ta-Sung Lee; Zhi-Quan Luo; Yue Joseph Wang; Kung Yao (EURASIP J. Adv. Signal Process., 2006)

Analysis of Iterative Waterfilling Algorithm for Multiuser Power Control in Digital Subscriber Lines. - Zhi-Quan Luo; Jong-Shi Pang (EURASIP J. Adv. Signal Process., 2006)

An Introduction to Convex Optimization for Communications and Signal Processing. - Zhi-Quan Luo; Wei Yu 001 (IEEE J. Sel. Areas Commun., 2006)

Multicarrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels. - Shuichi Ohno; Georgios B. Giannakis; Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2006)

Design of WDM networks under economy of scale pricing and shortest path routing. - Mohamed E. M. Saad; Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2006)

A Semidefinite Relaxation Approach to MIMO Detection for High-Order QAM Constellations. - Nicholas D. Sidiropoulos; Zhi-Quan Luo (IEEE Signal Process. Lett., 2006)

Distributed signal processing in sensor networks [from the guest Editors]. - Zhi-Quan Luo; Michael Gastpar; Juan Liu; Ananthram Swami (IEEE Signal Process. Mag., 2006)

Distributed compression-estimation using wireless sensor networks. - Jin-Jun Xiao; Alejandro Ribeiro; Zhi-Quan Luo; Georgios B. Giannakis (IEEE Signal Process. Mag., 2006)

Transmit beamforming for physical-layer multicasting. - Nikos D. Sidiropoulos; Timothy N. Davidson; Zhi-Quan Luo (IEEE Trans. Signal Process., 2006)

Power scheduling of universal decentralized estimation in sensor networks. - Jinjun Xiao; Shuguang Cui; Zhi-Quan Luo; Andrea J. Goldsmith (IEEE Trans. Signal Process., 2006)

Dynamic Spectrum Management: When is FDMA Sum-Rate Optimal? - Shunsuke Hayashi; Zhi-Quan Luo (ICASSP (3), 2007)

Efficient Implementation of a Quasi-Maximum-Likelihood Detector Based on Semi-Definite Relaxation. - Mikalai Kisialiou; Zhi-Quan Luo (ICASSP (4), 2007)

Joint Multiuser Downlink Beamforming and Admission Control: A Semidefinite Relaxation Approach. - Evaggelia Matskani; Nicholas D. Sidiropoulos; Zhi-Quan Luo; Leandros Tassiulas (ICASSP (3), 2007)

Distributed Optimization in an Energy-Constrained Network. - Alireza Razavi; Zhi-Quan Luo (ICASSP (3), 2007)

Distributed Sensor Network Localization with Inaccurate Anchor Positions and Noisy Distance Information. - Seshan Srirangarajan; Ahmed H. Tewfik; Zhi-Quan Luo (ICASSP (3), 2007)

Modelling and Optimization of Stochastic Routing for Wireless Multi-Hop Networks. - Alejandro Ribeiro; Georgios B. Giannakis; Zhi-Quan Luo; Nikos D. Sidiropoulos (INFOCOM, 2007)

Introduction to the Issue on Convex Optimization Methods for Signal Processing. - Yonina C. Eldar; Timothy N. Davidson; Alex B. Gershman; Zhi-Quan Luo (J. Sel. Topics Signal Processing, 2007)

Approximation Bounds for Quadratic Optimization with Homogeneous Quadratic Constraints. - Zhi-Quan Luo; Nicholas D. Sidiropoulos; Paul Tseng; Shuzhong Zhang (SIAM J. Optim., 2007)

Performance Bounds for the Rate-Constrained Universal Decentralized Estimators. - Jinjun Xiao; Zhi-Quan Luo; Georgios B. Giannakis (IEEE Signal Process. Lett., 2007)

Multiterminal Source-Channel Communication Over an Orthogonal Multiple-Access Channel. - Jinjun Xiao; Zhi-Quan Luo (IEEE Trans. Inf. Theory, 2007)

Estimation Diversity and Energy Efficiency in Distributed Sensing. - Shuguang Cui; Jinjun Xiao; Andrea J. Goldsmith; Zhi-Quan Luo; H. Vincent Poor (IEEE Trans. Signal Process., 2007)

Far-Field Multicast Beamforming for Uniform Linear Antenna Arrays. - Eleftherios Karipidis; Nicholas D. Sidiropoulos; Zhi-Quan Luo (IEEE Trans. Signal Process., 2007)

Distributed Estimation Using Reduced-Dimensionality Sensor Observations. - Ioannis D. Schizas; Georgios B. Giannakis; Zhi-Quan Luo (IEEE Trans. Signal Process., 2007)

Power spectral geodesics and tracking. - Xianhua Jiang; Zhi-Quan Luo; Tryphon T. Georgiou (CDC, 2008)

A 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 (ICASSP, 2008)

Network beamforming based on second order statistics of the channel state information. - Veria Havary-Nassab; Shahram Shahbazpanahi; Ali Grami; Zhi-Quan Luo (ICASSP, 2008)

Efficient soft demodulation of MIMO QPSK via semidefinite relaxation. - Mehran Nekuii; Mikalai Kisialiou; Timothy N. Davidson; Zhi-Quan Luo (ICASSP, 2008)

Dynamic Spectrum Management: Optimization and Game Theoretic Formulations. - Zhi-Quan Luo (WINE, 2008)

Dynamic Spectrum Management: Complexity and Duality. - Zhi-Quan Luo; Shuzhong Zhang (IEEE J. Sel. Top. Signal Process., 2008)

Semidefinite Relaxation Bounds for Indefinite Homogeneous Quadratic Optimization. - Simai He; Zhi-Quan Luo; Jiawang Nie; Shuzhong Zhang (SIAM J. Optim., 2008)

A Geometric Programming-Based Worst Case Gate Sizing Method Incorporating Spatial Correlation. - Jaskirat Singh; Zhi-Quan Luo; Sachin S. Sapatnekar (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008)

Approximation Bounds for Semidefinite Relaxation of Max-Min-Fair Multicast Transmit Beamforming Problem. - Tsung-Hui Chang; Zhi-Quan Luo; Chong-Yung Chi (IEEE Trans. Signal Process., 2008)

Distributed Beamforming for Relay Networks Based on Second-Order Statistics of the Channel State Information. - Veria Havary-Nassab; Shahram Shahbazpanahi; Ali Grami; Zhi-Quan Luo (IEEE Trans. Signal Process., 2008)

Quality of Service and Max-Min Fair Transmit Beamforming to Multiple Cochannel Multicast Groups. - Eleftherios Karipidis; Nikos D. Sidiropoulos; Zhi-Quan Luo (IEEE Trans. Signal Process., 2008)

Robust Beamforming via Worst-Case SINR Maximization. - Seung-Jean Kim; Alessandro Magnani; Almir Mutapcic; Stephen P. Boyd; Zhi-Quan Luo (IEEE Trans. Signal Process., 2008)

Linear Coherent Decentralized Estimation. - Jinjun Xiao; Shuguang Cui; Zhi-Quan Luo; Andrea J. Goldsmith (IEEE Trans. Signal Process., 2008)

Convex approximation techniques for joint multiuser downlink beamforming and admission control. - Evaggelia Matskani; Nicholas D. Sidiropoulos; Zhi-Quan Luo; Leandros Tassiulas (IEEE Trans. Wirel. Commun., 2008)

Distributed sensor network localization using SOCP relaxation. - Seshan Srirangarajan; Ahmed H. Tewfik; Zhi-Quan Luo (IEEE Trans. Wirel. Commun., 2008)

Optimization Techniques for Circuit Design Applications. - Zhi-Quan Luo (Handbook of Algorithms for Physical Design Automation, 2008)

Approaching user capacity in a DSL system via harmonic mean-rate optimization. - Yao Huang; Ramy H. Gohary; Zhi-Quan Luo (ICASSP, 2009)

Structured spectrum balancing in DSL multiuser communications. - Yao Huang; Ramy H. Gohary; Zhi-Quan Luo (ICASSP, 2009)

Distributed optimization in an energy-constrained network using a digital communication scheme. - Alireza Razavi; Zhi-Quan Luo (ICASSP, 2009)

Two-dimensional phase unwrapping using semidefinite relaxation. - Jinjun Xiao; Zhi-Quan Luo; Ming Jiang 001 (ICASSP, 2009)

Spectrum Management for Interference-Limited Multiuser Communication Systems. - Shunsuke Hayashi; Zhi-Quan Luo (IEEE Trans. Inf. Theory, 2009)

A 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 (IEEE Trans. Signal Process., 2009)

Efficient implementation of quasi-maximum-likelihood detection based on semidefinite relaxation. - Mikalai Kisialiou; Xiaodong Luo; Zhi-Quan Luo (IEEE Trans. Signal Process., 2009)

Duality gap estimation and polynomial time approximation for optimal spectrum management. - Zhi-Quan Luo; Shuzhong Zhang (IEEE Trans. Signal Process., 2009)

Design of Phase Codes for Radar Performance Optimization With a Similarity Constraint. - Antonio De Maio; Silvio De Nicola; Yongwei Huang; Zhi-Quan Luo; Shuzhong Zhang (IEEE Trans. Signal Process., 2009)

Efficient batch and adaptive approximation algorithms for joint multicast beamforming and admission control. - Evaggelia Matskani; Nicholas D. Sidiropoulos; Zhi-Quan Luo; Leandros Tassiulas (IEEE Trans. Signal Process., 2009)

Efficient convex relaxation methods for robust target localization by a sensor network using time differences of arrivals. - Kehu Yang; Gang Wang 007; Zhi-Quan Luo (IEEE Trans. Signal Process., 2009)

Maximum Likelihood Detection via Semidefinite Programming. - Mikalai Kisialiou; Zhi-Quan Luo (Encyclopedia of Optimization, 2009)

SDP relaxation of homogeneous quadratic optimization. - Zhi-Quan Luo; Tsung-Hui Chang (Convex Optimization in Signal Processing and Communications, 2010)

On the complexity of optimal coordinated downlink beamforming. - Ya-Feng Liu; Yu-Hong Dai; Zhi-Quan Luo (ICASSP, 2010)

Adaptive feedback cancellation in hearing aids using the IPLS algorithm. - Randall S. Plate; Yongchao Wang; Zhi-Quan Luo; Chris Gao (ICASSP, 2010)

A Stackelberg game approach to distributed spectrum management. - Meisam Razaviyayn; Yao Morin; Zhi-Quan Luo (ICASSP, 2010)

Probabilistic Analysis of Semidefinite Relaxation for Binary Quadratic Minimization. - Mikalai Kisialiou; Zhi-Quan Luo (SIAM J. Optim., 2010)

A Semidefinite Relaxation Scheme for Multivariate Quartic Polynomial Optimization with Quadratic Constraints. - Zhi-Quan Luo; Shuzhong Zhang (SIAM J. Optim., 2010)

Semidefinite Relaxation of Quadratic Optimization Problems. - Zhi-Quan Luo; Wing-Kin Ma; Anthony Man-Cho So; Yinyu Ye 001; Shuzhong Zhang (IEEE Signal Process. Mag., 2010)

Joint transceiver design and user grouping in a MIMO interfering broadcast channel. - Meisam Razaviyayn; Hadi Baligh; Aaron Callard; Zhi-Quan Luo (CISS, 2011)

Efficient convex optimization for real-time robust beamforming with microphone arrays. - Eric A. Durant; Ivo Merks; Bill Woods; Jinjun Xiao; Tao Zhang 024; Zhi-Quan Luo (ICASSP, 2011)

Convex relaxation approaches to maximum likelihood DOA estimation in ULA's and UCA's with unknown mutual coupling. - Kehu Yang; Shu Cai; Zhi-Quan Luo (ICASSP, 2011)

Efficient semidefinite relaxation for robust geolocation of unknown emitter by a satellite cluster using TDOA and FDOA measurements. - Kehu Yang; Lizhong Jiang; Zhi-Quan Luo (ICASSP, 2011)

Efficient Soft-Output Demodulation of MIMO QPSK via Semidefinite Relaxation. - Mehran Nekuii; Mikalai Kisialiou; Timothy N. Davidson; Zhi-Quan Luo (IEEE J. Sel. Top. Signal Process., 2011)

Preface. - Dimitri P. Bertsekas; Zhi-Quan Luo (Math. Program., 2011)

A stackelberg game approach to distributed spectrum management. - Meisam Razaviyayn; Zhi-Quan Luo; Paul Tseng; Jong-Shi Pang (Math. Program., 2011)

Optimized Iterative Clipping and Filtering for PAPR Reduction of OFDM Signals. - Yongchao Wang; Zhi-Quan Luo (IEEE Trans. Commun., 2011)

Coordinated Beamforming for MISO Interference Channel: Complexity Analysis and Efficient Algorithms. - Ya-Feng Liu; Yu-Hong Dai; Zhi-Quan Luo (IEEE Trans. Signal Process., 2011)

Optimal Distributed Beamforming for MISO Interference Channels. - Jiaming Qiu; Rui Zhang 006; Zhi-Quan Luo; Shuguang Cui (IEEE Trans. Signal Process., 2011)

An Iteratively Weighted MMSE Approach to Distributed Sum-Utility Maximization for a MIMO Interfering Broadcast Channel. - Qingjiang Shi; Meisam Razaviyayn; Zhi-Quan Luo; Chen He 001 (IEEE Trans. Signal Process., 2011)

Joint transceiver design and base station clustering for heterogeneous networks. - Mingyi Hong 001; Meisam Razaviyayn; Ruoyu Sun 001; Zhi-Quan Luo (ACSCC, 2012)

SINR constrained beamforming for a MIMO multi-user downlink system. - Qingjiang Shi; Meisam Razaviyayn; Mingyi Hong 001; Zhi-Quan Luo (ACSCC, 2012)

Joint linear precoder optimization and base station selection for an uplink MIMO network: A game theoretic approach. - Mingyi Hong 001; Zhi-Quan Luo (ICASSP, 2012)

Maximum 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 (ICASSP, 2012)

Optimal joint base station assignment and downlink beamforming for heterogeneous networks. - Maziar Sanjabi; Meisam Razaviyayn; Zhi-Quan Luo (ICASSP, 2012)

Optimal joint base station assignment and power allocation in a cellular network. - Ruoyu Sun 001; Mingyi Hong 001; Zhi-Quan Luo (SPAWC, 2012)

Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogenous Networks - Mingyi Hong 001; Ruoyu Sun 001; Hadi Baligh; Zhi-Quan Luo (CoRR, 2012)

Signal Processing and Optimal Resource Allocation for the Interference Channel - Mingyi Hong 001; Zhi-Quan Luo (CoRR, 2012)

Decomposition by Successive Convex Approximation: A Unifying Approach for Linear Transceiver Design in Heterogeneous Networks. - Mingyi Hong 001; Qiang Li 017; Ya-Feng Liu; Zhi-Quan Luo (CoRR, 2012)

Robust SINR-Constrained MISO Downlink Beamforming: When is Semidefinite Programming Relaxation Tight? - Enbin Song; Qingjiang Shi; Maziar Sanjabi; Ruoyu Sun 001; Zhi-Quan Luo (EURASIP J. Wirel. Commun. Netw., 2012)

Linear Transceiver Design for Interference Alignment: Complexity and Computation. - Meisam Razaviyayn; Maziar Sanjabi; Zhi-Quan Luo (IEEE Trans. Inf. Theory, 2012)

Geometric Methods for Spectral Analysis. - Xianhua Jiang; Zhi-Quan Luo; Tryphon T. Georgiou (IEEE Trans. Signal Process., 2012)

A Message From the New Editor-in-Chief. - Zhi-Quan Luo (IEEE Trans. Signal Process., 2012)

On the Degrees of Freedom Achievable Through Interference Alignment in a MIMO Interference Channel. - Meisam Razaviyayn; Gennady Lyubeznik; Zhi-Quan Luo (IEEE Trans. Signal Process., 2012)

On the Design of Constant Modulus Probing Signals for MIMO Radar. - Yongchao Wang; Xu Wang; Hongwei Liu 001; Zhi-Quan Luo (IEEE Trans. Signal Process., 2012)

Derivative-free optimization of hearing aid parameters. - Shu-Hsien Chu; Mingyi Hong 001; Zhi-Quan Luo; Kelly Fitz; Martin F. McKinney; Tao Zhang 024 (ICASSP, 2013)

An alternating optimization algorithm for the MIMO secrecy capacity problem under sum power and per-antenna power constraints. - Qiang Li 017; Mingyi Hong 001; Hoi-To Wai; Wing-Kin Ma; Ya-Feng Liu; Zhi-Quan Luo (ICASSP, 2013)

Base station activation and linear transceiver design for utility maximization in Heterogeneous networks. - Wei-Cheng Liao; Mingyi Hong 001; Zhi-Quan Luo (ICASSP, 2013)

A novel single channel speech enhancement approach by combining Wiener filter and dictionary learning. - Hung-Wei Tseng 004; Srikanth Vishnubhotla; Mingyi Hong 001; Jinjun Xiao; Zhi-Quan Luo; Tao Zhang 024 (ICASSP, 2013)

A single channel speech enhancement approach by combining statistical criterion and multi-frame sparse dictionary learning. - Hung-Wei Tseng 004; Srikanth Vishnubhotla; Mingyi Hong 001; Xiangfeng Wang; Jinjun Xiao; Zhi-Quan Luo; Tao Zhang 024 (INTERSPEECH, 2013)

On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization. - Ke Hou; Zirui Zhou; Anthony Man-Cho So; Zhi-Quan Luo (NIPS, 2013)

A stochastic weighted MMSE approach to sum rate maximization for a MIMO interference channel. - Meisam Razaviyayn; Maziar Sanjabi Boroujeni; Zhi-Quan Luo (SPAWC, 2013)

Long-term transmit point association for coordinated multipoint transmission by stochastic optimization. - Ruoyu Sun 001; Hadi Baligh; Zhi-Quan Luo (SPAWC, 2013)

Two Performance-limiting Factors for Interference Alignment: Channel Diversity Order and the Number of Data Streams Per User. - Ruoyu Sun 001; Zhi-Quan Luo (CoRR, 2013)

Solving Multiple-Block Separable Convex Minimization Problems Using Two-Block Alternating Direction Method of Multipliers. - Xiangfeng Wang; Mingyi Hong 001; Shiqian Ma; Zhi-Quan Luo (CoRR, 2013)

Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogeneous Networks. - Mingyi Hong 001; Ruoyu Sun 001; Hadi Baligh; Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2013)

Joint User Grouping and Linear Virtual Beamforming: Complexity, Algorithms and Approximation Bounds. - Mingyi Hong 001; Zi Xu; Meisam Razaviyayn; Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2013)

Transmit Solutions for MIMO Wiretap Channels using Alternating Optimization. - Qiang Li 017; Mingyi Hong 001; Hoi-To Wai; Ya-Feng Liu; Wing-Kin Ma; Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2013)

A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization. - Meisam Razaviyayn; Mingyi Hong 001; Zhi-Quan Luo (SIAM J. Optim., 2013)

Linear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness. - Meisam Razaviyayn; Mingyi Hong 001; Zhi-Quan Luo (Signal Process., 2013)

Distributed Optimization in an Energy-Constrained Network: Analog Versus Digital Communication Schemes. - Alireza Razavi; Wenbo Zhang; Zhi-Quan Luo (IEEE Trans. Inf. Theory, 2013)

Distributed Linear Precoder Optimization and Base Station Selection for an Uplink Heterogeneous Network. - Mingyi Hong 001; Zhi-Quan Luo (IEEE Trans. Signal Process., 2013)

Joint Power and Admission Control via Linear Programming Deflation. - Ya-Feng Liu; Yu-Hong Dai; Zhi-Quan Luo (IEEE Trans. Signal Process., 2013)

Max-Min Fairness Linear Transceiver Design for a Multi-User MIMO Interference Channel. - Ya-Feng Liu; Yu-Hong Dai; Zhi-Quan Luo (IEEE Trans. Signal Process., 2013)

An ADMM algorithm for optimal sensor and actuator selection. - Neil K. Dhingra; Mihailo R. Jovanovic; Zhi-Quan Luo (CDC, 2014)

A block coordinate descent method of multipliers: Convergence analysis and applications. - Mingyi Hong 001; Tsung-Hui Chang; Xiangfeng Wang; Meisam Razaviyayn; Shiqian Ma; Zhi-Quan Luo (ICASSP, 2014)

Max-min network flow and resource allocation for backhaul constrained heterogeneous wireless networks. - Wei-Cheng Liao; Mingyi Hong 001; Zhi-Quan Luo (ICASSP, 2014)

Dictionary learning for sparse representation: Complexity and algorithms. - Meisam Razaviyayn; Hung-Wei Tseng 004; Zhi-Quan Luo (ICASSP, 2014)

Globally optimal joint uplink base station association and power control for max-min fairness. - Ruoyu Sun 001; Zhi-Quan Luo (ICASSP, 2014)

Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers. - Xiangfeng Wang; Mingyi Hong 001; Tsung-Hui Chang; Meisam Razaviyayn; Zhi-Quan Luo (ICASSP, 2014)

Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization. - Meisam Razaviyayn; Mingyi Hong 001; Zhi-Quan Luo; Jong-Shi Pang (NIPS, 2014)

Parallel Direction Method of Multipliers. - Huahua Wang; Arindam Banerjee 001; Zhi-Quan Luo (NIPS, 2014)

Joint base station clustering and beamformer design for partial coordinated transmission using statistical channel state information. - Maziar Sanjabi; Mingyi Hong 001; Meisam Razaviyayn; Zhi-Quan Luo (SPAWC, 2014)

Cross Layer Provision of Future Cellular Networks. - Hadi Baligh; Mingyi Hong 001; Wei-Cheng Liao; Zhi-Quan Luo; Meisam Razaviyayn; Maziar Sanjabi; Ruoyu Sun 001 (CoRR, 2014)

Min Flow Rate Maximization for Software Defined Radio Access Networks. - Wei-Cheng Liao; Mingyi Hong 001; Hamid Farmanbar; Xu Li 001; Zhi-Quan Luo; Hang Zhang 014 (IEEE J. Sel. Areas Commun., 2014)

Semidefinite Approximation for Mixed Binary Quadratically Constrained Quadratic Programs. - Zi Xu; Mingyi Hong 001; Zhi-Quan Luo (SIAM J. Optim., 2014)

Cross-Layer Provision of Future Cellular Networks: A WMMSE-based approach. - Hadi Baligh; Mingyi Hong 001; Wei-Cheng Liao; Zhi-Quan Luo; Meisam Razaviyayn; Maziar Sanjabi; Ruoyu Sun 001 (IEEE Signal Process. Mag., 2014)

Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks. - Wei-Cheng Liao; Mingyi Hong 001; Ya-Feng Liu; Zhi-Quan Luo (IEEE Trans. Signal Process., 2014)

Joint User Grouping and Transceiver Design in a MIMO Interfering Broadcast Channel. - Meisam Razaviyayn; Mohammad Hadi Baligh; Aaron Callard; Zhi-Quan Luo (IEEE Trans. Signal Process., 2014)

Optimal Joint Base Station Assignment and Beamforming for Heterogeneous Networks. - Maziar Sanjabi; Meisam Razaviyayn; Zhi-Quan Luo (IEEE Trans. Signal Process., 2014)

Guaranteed Matrix Completion via Nonconvex Factorization. - Ruoyu Sun 001; Zhi-Quan Luo (FOCS, 2015)

Semi-asynchronous routing for large scale hierarchical networks. - Wei-Cheng Liao; Mingyi Hong 001; Hamid Farmanbar; Zhi-Quan Luo (ICASSP, 2015)

Incorporating spatial information in binaural beamforming for noise suppression in hearing aids. - Wei-Cheng Liao; Mingyi Hong 001; Ivo Merks; Tao Zhang 024; Zhi-Quan Luo (ICASSP, 2015)

Combining sparse NMF with deep neural network: A new classification-based approach for speech enhancement. - Hung-Wei Tseng 004; Mingyi Hong 001; Zhi-Quan Luo (ICASSP, 2015)

Interference alignment via Feasible Point Pursuit. - Aritra Konar; Ruoyu Sun 001; Nicholas D. Sidiropoulos; Zhi-Quan Luo (SPAWC, 2015)

An effective low complexity binaural beamforming algorithm for hearing aids. - Wei-Cheng Liao; Zhi-Quan Luo; Ivo Merks; Tao Zhang 024 (WASPAA, 2015)

Globally Optimal Joint Uplink Base Station Association and Beamforming. - Wei Liu 012; Ruoyu Sun 001; Zhi-Quan Luo; Jiandong Li 001 (CoRR, 2015)

Computational Intractability of Dictionary Learning for Sparse Representation. - Meisam Razaviyayn; Hung-Wei Tseng 004; Zhi-Quan Luo (CoRR, 2015)

Joint Downlink Base Station Association and Power Control for Max-Min Fairness: Computation and Complexity. - Ruoyu Sun 001; Mingyi Hong 001; Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2015)

Software-defined carrier wireless networks [Guest Editorial]. - Xu Li 001; Petar Djukic; Ivan Stojmenovic; Zhi-Quan Luo (IEEE Netw., 2015)

Interference Alignment Using Finite and Dependent Channel Extensions: The Single Beam Case. - Ruoyu Sun 001; Zhi-Quan Luo (IEEE Trans. Inf. Theory, 2015)

Optimization algorithms for big data with application in wireless networks. - Mingyi Hong 001; Wei-Cheng Liao; Ruoyu Sun 001; Zhi-Quan Luo (Big Data over Networks, 2016)

Optimal Resource Allocation for Energy Efficient Transmission in DSL. - Nan Zhang; Zhiqiang Yao; Yixian Liu; Stephen P. Boyd; Zhi-Quan Luo (GLOBECOM, 2016)

Preface. - Francisco Facchinei; Michael C. Ferris; Zhi-Quan Luo; Daniel Ralph (Math. Program., 2016)

A Stochastic Successive Minimization Method for Nonsmooth Nonconvex Optimization with Applications to Transceiver Design in Wireless Communication Networks. - Meisam Razaviyayn; Maziar Sanjabi; Zhi-Quan Luo (Math. Program., 2016)

Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems. - Mingyi Hong 001; Zhi-Quan Luo; Meisam Razaviyayn (SIAM J. Optim., 2016)

A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing. - Mingyi Hong 001; Meisam Razaviyayn; Zhi-Quan Luo; Jong-Shi Pang (IEEE Signal Process. Mag., 2016)

Guaranteed Matrix Completion via Non-Convex Factorization. - Ruoyu Sun 001; Zhi-Quan Luo (IEEE Trans. Inf. Theory, 2016)

SINR Constrained Beamforming for a MIMO Multi-User Downlink System: Algorithms and Convergence Analysis. - Qingjiang Shi; Meisam Razaviyayn; Mingyi Hong 001; Zhi-Quan Luo (IEEE Trans. Signal Process., 2016)

A robust adaptive binaural beamformer for hearing devices. - Jinjun Xiao; Zhi-Quan Luo; Ivo Merks; Tao Zhang 024 (ACSSC, 2017)

Comparison 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 024 (ICASSP, 2017)

A two-stage optimization approach to the asynchronous multi-sensor registration problem. - Wenqiang Pu; Ya-Feng Liu; Junkun Yan; Shenghua Zhou; Hongwei Liu 001; Zhi-Quan Luo (ICASSP, 2017)

Traffic engineering for backhaul networks with wireless link scheduling. - Nan Zhang; Wei-Cheng Liao; Mingyi Hong 001; Hamid Farmanbar; Zhi-Quan Luo (ICASSP, 2017)

A penalized inequality-constrained minimum variance beamformer with applications in hearing aids. - Wenqiang Pu; Jinjun Xiao; Tao Zhang 024; Zhi-Quan Luo (WASPAA, 2017)

Optimal Estimation of Sensor Biases for Asynchronous Multi-Sensor Registration. - Wenqiang Pu; Ya-Feng Liu; Junkun Yan; Hongwei Liu 001; Zhi-Quan Luo (CoRR, 2017)

Weak Stability of ࡁ1-minimization Methods in Sparse Data Reconstruction. - Yun-Bin Zhao; Houyuan Jiang; Zhi-Quan Luo (CoRR, 2017)

Network Slicing for Service-Oriented Networks Under Resource Constraints. - Nan Zhang; Ya-Feng Liu; Hamid Farmanbar; Tsung-Hui Chang; Mingyi Hong 001; Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2017)

Constructing New Weighted ℓ1-Algorithms for the Sparsest Points of Polyhedral Sets. - Yun-Bin Zhao; Zhi-Quan Luo (Math. Oper. Res., 2017)

On the linear convergence of the alternating direction method of multipliers. - Mingyi Hong 001; Zhi-Quan Luo (Math. Program., 2017)

Iteration complexity analysis of block coordinate descent methods. - Mingyi Hong 001; Xiangfeng Wang; Meisam Razaviyayn; Zhi-Quan Luo (Math. Program., 2017)

On the Complexity of Optimal Power Allocation in a Multi-Tone Multiuser Communication System. - Marco Locatelli 001; Zhi-Quan Luo (IEEE Trans. Inf. Theory, 2017)

Dynamic Resource Allocation for Energy Efficient Transmission in Digital Subscriber Lines. - Nan Zhang; Zhiqiang Yao; Yixian Liu; Stephen P. Boyd; Zhi-Quan Luo (IEEE Trans. Signal Process., 2017)

Minimax Design Of Constant Modulus Mimo Waveforms. - Zhen Lin; Wenqiang Pu; Zhi-Quan Luo (ACSSC, 2018)

Decision Level Fusion: An Event Driven Approach. - Siddharth Roheda; Hamid Krim; Zhi-Quan Luo; Tianfu Wu 001 (EUSIPCO, 2018)

Sparse Structure Enabled Grid Spectral Mixture Kernel for Temporal Gaussian Process Regression. - Feng Yin; Xinwei He; Lishuo Pan; Tianshi Chen 001; Zhi-Quan Tom Luo; Sergios Theodoridis (FUSION, 2018)

Optimal Asynchronous Multi-Sensor Registration in 3 Dimensions. - Shunan Jiang; Wenqiang Pu; Zhi-Quan Luo (GlobalSIP, 2018)

Evaluation of the Penalized Inequality Constrained Minimum Variance Beamformer for Hearing Aids. - Jinjun Xiao; Wenqiang Pu; Zhi-Quan Luo; Tao Zhang 024 (ICASSP, 2018)

Software Defined Resource Allocation for Service-Oriented Networks. - Nan Zhang; Ya-Feng Liu; Hamid Farmanbar; Tsung-Hui Chang; Mingyi Hong 001; Zhi-Quan Luo (ICASSP, 2018)

Online MEM Based Binary Classification Algorithm for China Mobile Imbalanced Dataset. - Shuqing Lin; Feng Yin; Zhidi Lin; Yanbin Lin; Shuguang Robert Cui; Teng Li; Fengli Yu; Wei Yu 001; Xuemin Hong; Jianghong Shi; Zhi-Quan Tom Luo (ICCC, 2018)

An Alternating Minimization Approach to Optimizing Subarray Configuration for a Large Phased Array. - Wenqiang Pu; Yang Yu 001; Shuhua Yu; Zhi-Quan Luo (SAM, 2018)

Optimal estimation of sensor biases for asynchronous multi-sensor data fusion. - Wenqiang Pu; Ya-Feng Liu; Junkun Yan; Hongwei Liu 001; Zhi-Quan Luo (Math. Program., 2018)

Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications. - Fanhua Shang; James Cheng; Yuanyuan Liu 001; Zhi-Quan Luo; Zhouchen Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

A Distributed Semiasynchronous Algorithm for Network Traffic Engineering. - Wei-Cheng Liao; Mingyi Hong 001; Hamid Farmanbar; Zhi-Quan Luo (IEEE Trans. Signal Inf. Process. over Networks, 2018)

A New Sequential Optimization Procedure and Its Applications to Resource Allocation for Wireless Systems. - Augusto Aubry; Antonio De Maio; Alessio Zappone; Meisam Razaviyayn; Zhi-Quan Luo (IEEE Trans. Signal Process., 2018)

Block Successive Convex Approximation Algorithms for Nonsmooth Nonconvex Optimization. - Yang Yang 033; Marius Pesavento; Zhi-Quan Luo; Björn E. Ottersten (ACSSC, 2019)

Direct Acceleration of SAGA using Sampled Negative Momentum. - Kaiwen Zhou; Qinghua Ding; Fanhua Shang; James Cheng; Danli Li; Zhi-Quan Luo (AISTATS, 2019)

Worst-Case SINR Maximization Based Robust Adaptive Beamforming Problem with a Nonconvex Uncertainty Set. - Yongwei Huang; Hao Fu; Sergiy A. Vorobyov; Zhi-Quan Luo (CAMSAP, 2019)

A New Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-rank Signal Model. - Yongwei Huang; Sergiy A. Vorobyov; Zhi-Quan Luo (ICASSP, 2019)

A Joint Auditory Attention Decoding and Adaptive Binaural Beamforming Algorithm for Hearing Devices. - Wenqiang Pu; Jinjun Xiao; Tao Zhang 024; Zhi-Quan Luo (ICASSP, 2019)

Scalable Gaussian Process Using Inexact Admm for Big Data. - Yue Xu; Feng Yin; Jiawei Zhang 007; Wenjun Xu 001; Shuguang Cui; Zhi-Quan Luo (ICASSP, 2019)

Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series. - Feng Yin; Lishuo Pan; Xinwei He; Tianshi Chen 001; Sergios Theodoridis; Zhi-Quan Tom Luo (CoRR, 2019)

A General O(n2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM. - Linning Xu; Feng Yin; Jiawei Zhang 007; Zhi-Quan Luo; Shuguang Cui (CoRR, 2019)

Overcoming DoF Limitation in Robust Beamforming: A Penalized Inequality-Constrained Approach. - Wenqiang Pu; Jinjun Xiao; Tao Zhang 024; Zhi-Quan Luo (CoRR, 2019)

A Distributed Method for Optimal Capacity Reservation. - Nicholas Moehle; Xinyue Shen 002; Zhi-Quan Luo; Stephen P. Boyd (J. Optim. Theory Appl., 2019)

Weak Stability of ℓ1-Minimization Methods in Sparse Data Reconstruction. - Yun-Bin Zhao; Houyuan Jiang; Zhi-Quan Luo (Math. Oper. Res., 2019)

A linearly convergent doubly stochastic Gauss-Seidel algorithm for solving linear equations and a certain class of over-parameterized optimization problems. - Meisam Razaviyayn; Mingyi Hong 001; Navid Reyhanian; Zhi-Quan Luo (Math. Program., 2019)

Minimax Design of Constant Modulus MIMO Waveforms for Active Sensing. - Zhen Lin; Wenqiang Pu; Zhi-Quan Luo (IEEE Signal Process. Lett., 2019)

Globally Optimal Joint Uplink Base Station Association and Beamforming. - Wei Liu 012; Ruoyu Sun 001; Zhi-Quan Luo (IEEE Trans. Commun., 2019)

Evaluation of Joint Auditory Attention Decoding and Adaptive Binaural Beamforming Approach for Hearing Devices with Attention Switching. - Wenqiang Pu; Peng Zan; Jinjun Xiao; Tao Zhang 024; Zhi-Quan Luo (ICASSP, 2020)

Joint Resource Allocation and Routing for Service Function Chaining with In-Subnetwork Processing. - Navid Reyhanian; Hamid Farmanbar; Soheil Mohajer; Zhi-Quan Luo (ICASSP, 2020)

A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization. - Jiawei Zhang 007; Songyang Ge; Tsung-Hui Chang; Zhi-Quan Luo (ICASSP, 2020)

Beam Pattern Synthesis for Conformal Array with Sidelobe and Polarization Control: A Penalized Inequality Approach. - Tianyu Cao; Wenqiang Pu; Pengyu Zhang; Zhi-Quan Luo (SAM, 2020)

A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems. - Jiawei Zhang 007; Peijun Xiao; Ruoyu Sun 001; Zhi-Quan Luo (NeurIPS, 2020)

Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency. - Weikun Chen; Ya-Feng Liu; Antonio De Domenico; Zhi-Quan Luo (SPAWC, 2020)

Resource Provisioning for Virtual Network Function Deployment with In-Subnetwork Processing. - Navid Reyhanian; Hamid Farmanbar; Soheil Mohajer; Zhi-Quan Luo (SPAWC, 2020)

Optimally Combining Classifiers for Semi-Supervised Learning. - Zhiguo Wang 005; Liusha Yang; Feng Yin; Ke Lin; Qingjiang Shi; Zhi-Quan Luo (CoRR, 2020)

A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization. - Mingyi Hong 001; Tsung-Hui Chang; Xiangfeng Wang; Meisam Razaviyayn; Shiqian Ma; Zhi-Quan Luo (Math. Oper. Res., 2020)

On the Efficiency of Random Permutation for ADMM and Coordinate Descent. - Ruoyu Sun 001; Zhi-Quan Luo; Yinyu Ye 001 (Math. Oper. Res., 2020)

A Proximal Alternating Direction Method of Multiplier for Linearly Constrained Nonconvex Minimization. - Jiawei Zhang 007; Zhi-Quan Luo (SIAM J. Optim., 2020)

Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-Rank Signal Model. - Yongwei Huang; Sergiy A. Vorobyov; Zhi-Quan Luo (IEEE Trans. Signal Process., 2020)

Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization. - Yang Yang 033; Marius Pesavento; Zhi-Quan Luo; Björn E. Ottersten (IEEE Trans. Signal Process., 2020)

Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series. - Feng Yin; Lishuo Pan; Tianshi Chen 001; Sergios Theodoridis; Zhi-Quan Tom Luo; Abdelhak M. Zoubir (IEEE Trans. Signal Process., 2020)

Data-Driven Optimized Slice Activation in Multi-Tenant 5G Networks. - Navid Reyhanian; Zhi-Quan Luo (ACSCC, 2021)

Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization. - Congliang Chen; Jiawei Zhang 007; Li Shen 005; Peilin Zhao; Zhi-Quan Luo (AISTATS, 2021)

Optimal Discrete Beamforming for Intelligent Reflecting Surface. - Yaowen Zhang; Shuyi Ren; Kaiming Shen; Zhi-Quan Luo (GLOBECOM, 2021)

An Efficient Linear Programming Rounding-and-Refinement Algorithm for Large-Scale Network Slicing Problem. - Weikun Chen; Ya-Feng Liu; Yu-Hong Dai; Zhi-Quan Luo (ICASSP, 2021)

Pushing The Limit of Type I Codebook For Fdd Massive Mimo Beamforming: A Channel Covariance Reconstruction Approach. - Kai Li 031; Ying Li 047; Lei Cheng 003; Qingjiang Shi; Zhi-Quan Luo (ICASSP, 2021)

Data-Driven Adaptive Network Resource Slicing for Multi-Tenant Networks. - Navid Reyhanian; Hamid Farmanbar; Zhi-Quan Luo (ICASSP, 2021)

When Expressivity Meets Trainability: Fewer than $n$ Neurons Can Work. - Jiawei Zhang 007; Yushun Zhang; Mingyi Hong 001; Ruoyu Sun 001; Zhi-Quan Luo (NeurIPS, 2021)

Learning Enhanced Beamforming Vector From CQIs in 5G NR FDD Massive MIMO Systems: A Tuning-free Approach. - Kai Li 031; Ying Li 047; Lei Cheng 003; Qingjiang Shi; Zhi-Quan Luo (SPAWC, 2021)

Digital Twin-Aided Learning to Enable Robust Beamforming: Limited Feedback Meets Deep Generative Models. - Ying Li 047; Kai Li 031; Lei Cheng 003; Qingjiang Shi; Zhi-Quan Luo (SPAWC, 2021)

Decentralized Non-Convex Learning with Linearly Coupled Constraints. - Jiawei Zhang 007; Songyang Ge; Tsung-Hui Chang; Zhi-Quan Luo (CoRR, 2021)

Towards Efficient Large-Scale Network Slicing: An LP Rounding-and-Refinement Approach. - Wei-Kun Chen; Ya-Feng Liu; Fan Liu 005; Yu-Hong Dai; Zhi-Quan Luo (CoRR, 2021)

Dynamic Orthogonal Matching Pursuit for Signal Reconstruction. - Yun-Bin Zhao; Zhi-Quan Luo (CoRR, 2021)

Embedding Multicast Service Function Chains in NFV-Enabled Networks. - Mina Asgarian; Ghasem Mirjalily; Zhi-Quan Luo (IEEE Commun. Lett., 2021)

Event driven sensor fusion. - Siddharth Roheda; Hamid Krim; Zhi-Quan Luo; Tianfu Wu 001 (Signal Process., 2021)

Analysis of optimal thresholding algorithms for compressed sensing. - Yun-Bin Zhao; Zhi-Quan Luo (Signal Process., 2021)

Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency. - Weikun Chen; Ya-Feng Liu; Antonio De Domenico; Zhi-Quan Luo; Yu-Hong Dai (IEEE Trans. Netw. Serv. Manag., 2021)

Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems. - Zhiguo Wang 005; Jiawei Zhang 007; Tsung-Hui Chang; Jian Li 001; Zhi-Quan Luo (IEEE Trans. Signal Process., 2021)

Transfer Learning and Meta Learning-Based Fast Downlink Beamforming Adaptation. - Yi Yuan 001; Gan Zheng; Kai-Kit Wong; Björn E. Ottersten; Zhi-Quan Luo (IEEE Trans. Wirel. Commun., 2021)

Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation. - Qingyan Meng; Mingqing Xiao 002; Shen Yan 004; Yisen Wang 001; Zhouchen Lin; Zhi-Quan Luo (CVPR, 2022)

Optimal Qos-Aware Network Slicing for Service-Oriented Networks with Flexible Routing. - Wei-Kun Chen; Ya-Feng Liu; Yu-Hong Dai; Zhi-Quan Luo (ICASSP, 2022)

ICASSP-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 (ICASSP, 2022)

HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning. - Ziniu Li; Yingru Li; Yushun Zhang; Tong Zhang 001; Zhi-Quan Luo (ICLR, 2022)

Fast Generic Interaction Detection for Model Interpretability and Compression. - Tianjian Zhang; Feng Yin; Zhi-Quan Luo (ICLR, 2022)

Stability Analysis and Generalization Bounds of Adversarial Training. - Jiancong Xiao; Yanbo Fan; Ruoyu Sun 001; Jue Wang 001; Zhi-Quan Luo (NeurIPS, 2022)

Adam Can Converge Without Any Modification On Update Rules. - Yushun Zhang; Congliang Chen; Naichen Shi; Ruoyu Sun 001; Zhi-Quan Luo (NeurIPS, 2022)

Balanced resource allocation for VNF service chain provisioning in inter-datacenter elastic optical networks. - Atefeh Khatiri; Ghasem Mirjalily; Zhi-Quan Luo (Comput. Networks, 2022)

Rethinking ValueDice: Does It Really Improve Performance? - Ziniu Li; Tian Xu 003; Yang Yu 001; Zhi-Quan Luo (CoRR, 2022)

Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis. - Congliang Chen; Li Shen 005; Wei Liu 005; Zhi-Quan Luo (CoRR, 2022)

Natural Thresholding Algorithms for Signal Recovery with Sparsity. - Yun-Bin Zhao; Zhi-Quan Luo (CoRR, 2022)

Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis. - Tian Xu 003; Ziniu Li; Yang Yu 001; Zhi-Quan Luo (CoRR, 2022)

Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis. - Jiancong Xiao; Zeyu Qin; Yanbo Fan; Baoyuan Wu; Jue Wang 001; Zhi-Quan Luo (CoRR, 2022)

Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds. - Hao Liang 015; Zhi-Quan Luo (CoRR, 2022)

A Linear Time Algorithm for the Optimal Discrete IRS Beamforming. - Dmitry Rybin; Shuyi Ren; Kaiming Shen; Xin Li 112; Xin Chen 062; Zhi-Quan Luo (CoRR, 2022)

Adversarial Rademacher Complexity of Deep Neural Networks. - Jiancong Xiao; Yanbo Fan; Ruoyu Sun 001; Zhi-Quan Luo (CoRR, 2022)

Trade-Off Between Efficiency and Complexity in Multi-Stage Embedding of Multicast VNF Service Chains. - Mina Asgarian; Ghasem Mirjalily; Zhi-Quan Luo (IEEE Commun. Lett., 2022)

Data-Driven Adaptive Network Slicing for Multi-Tenant Networks. - Navid Reyhanian; Zhi-Quan Luo (IEEE J. Sel. Top. Signal Process., 2022)

Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming. - Yaowen Zhang; Kaiming Shen; Shuyi Ren; Xin Li 112; Xin Chen 062; Zhi-Quan Luo (IEEE J. Sel. Top. Signal Process., 2022)

Training much deeper spiking neural networks with a small number of time-steps. - Qingyan Meng; Shen Yan 004; Mingqing Xiao 002; Yisen Wang 001; Zhouchen Lin; Zhi-Quan Luo (Neural Networks, 2022)

Interference-Aware NFV-Enabled Multicast Service in Resource-Constrained Wireless Mesh Networks. - Ghasem Mirjalily; Mina Asgarian; Zhi-Quan Luo (IEEE Trans. Netw. Serv. Manag., 2022)

Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem. - Jiawei Zhang 007; Songyang Ge; Tsung-Hui Chang; Zhi-Quan Luo (IEEE Trans. Signal Process., 2022)

Resource Reservation in Backhaul and Radio Access Network With Uncertain User Demands. - Navid Reyhanian; Hamid Farmanbar; Zhi-Quan Luo (IEEE Trans. Veh. Technol., 2022)

A Global Dual Error Bound and Its Application to the Analysis of Linearly Constrained Nonconvex Optimization. - Jiawei Zhang 007; Zhi-Quan Luo (SIAM J. Optim., 2022)

Blind Beamforming for Multiple Intelligent Reflecting Surfaces. - Jiawei Yao; Fan Xu 001; Wenhai Lai; Kaiming Shen; Xin Li 112; Xin Chen 062; Zhi-Quan Luo (ICC, 2023)

Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks. - Qingyan Meng; Mingqing Xiao 002; Shen Yan 004; Yisen Wang 001; Zhouchen Lin; Zhi-Quan Luo (ICCV, 2023)

A Distribution Optimization Framework for Confidence Bounds of Risk Measures. - Hao Liang; Zhi-Quan Luo (ICML, 2023)

Imitation Learning from Imperfection: Theoretical Justifications and Algorithms. - Ziniu Li; Tian Xu 003; Zeyu Qin; Yang Yu 001; Zhi-Quan Luo (NeurIPS, 2023)

PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization. - Jiancong Xiao; Ruoyu Sun 001; Zhi-Quan Luo (NeurIPS, 2023)

An Efficient Decomposition Algorithm for Large-Scale Network Slicing. - Wei-Kun Chen; Ya-Feng Liu; Rui-Jin Zhang; Yu-Hong Dai; Zhi-Quan Luo (SPAWC, 2023)

An Exploration-Estimation Beamforming Scheme For 5GNR FDD Massive MIMO Communications. - Kai Li 031; Wenqiang Pu; Zhi-Quan Luo (SPAWC, 2023)

Blind Beamforming for Multiple-IRS Assisted Wireless Transmission. - Fan Xu 001; Jiawei Yao; Wenhai Lai; Kaiming Shen; Xin Li 112; Xin Chen 062; Zhi-Quan Luo (SPAWC, 2023)

Provably Efficient Adversarial Imitation Learning with Unknown Transitions. - Tian Xu 003; Ziniu Li; Yang Yu 001; Zhi-Quan Luo (UAI, 2023)

Theoretical Analysis of Offline Imitation With Supplementary Dataset. - Ziniu Li; Tian Xu 003; Yang Yu 001; Zhi-Quan Luo (CoRR, 2023)

Invariant Layers for Graphs with Nodes of Different Types. - Dmitry Rybin; Ruoyu Sun 001; Zhi-Quan Luo (CoRR, 2023)

Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures. - Hao Liang 015; Zhi-Quan Luo (CoRR, 2023)

A Distribution Optimization Framework for Confidence Bounds of Risk Measures. - Hao Liang 015; Zhi-Quan Luo (CoRR, 2023)

ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models. - Ziniu Li; Tian Xu 003; Yushun Zhang; Yang Yu 001; Ruoyu Sun 001; Zhi-Quan Luo (CoRR, 2023)

TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge. - Ali Maatouk; Fadhel Ayed; Nicola Piovesan; Antonio De Domenico; Mérouane Debbah; Zhi-Quan Luo (CoRR, 2023)

A penalized inequality-constrained approach for robust beamforming with DoF limitation. - Wenqiang Pu; Jinjun Xiao; Tao Zhang 024; Zhi-Quan Luo (Signal Process., 2023)

Towards Efficient Large-Scale Network Slicing: An LP Dynamic Rounding-and-Refinement Approach. - Weikun Chen; Ya-Feng Liu; Fan Liu 005; Yu-Hong Dai; Zhi-Quan Luo (IEEE Trans. Signal Process., 2023)

Efficient-Adam: Communication-Efficient Distributed Adam. - Congliang Chen; Li Shen 008; Wei Liu 005; Zhi-Quan Luo (IEEE Trans. Signal Process., 2023)

Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets. - Yongwei Huang; Hao Fu; Sergiy A. Vorobyov; Zhi-Quan Luo (IEEE Trans. Signal Process., 2023)

Efficient Estimation of Sensor Biases for the 3-D Asynchronous Multi-Sensor System. - Wenqiang Pu; Ya-Feng Liu; Zhi-Quan Luo (IEEE Trans. Signal Process., 2023)

Rethinking WMMSE: Can Its Complexity Scale Linearly With the Number of BS Antennas? - Xiaotong Zhao; Siyuan Lu; Qingjiang Shi; Zhi-Quan Luo (IEEE Trans. Signal Process., 2023)

A Linear Time Algorithm for the Optimal Discrete IRS Beamforming. - Shuyi Ren; Kaiming Shen; Xin Li 112; Xin Chen 062; Zhi-Quan Luo (IEEE Wirel. Commun. Lett., 2023)

Configuring Intelligent Reflecting Surface With Performance Guarantees: Blind Beamforming. - Shuyi Ren; Kaiming Shen; Yaowen Zhang; Xin Li 112; Xin Chen 062; Zhi-Quan Luo (IEEE Trans. Wirel. Commun., 2023)

SRCON: A Data-Driven Network Performance Simulator for Real-World Wireless Networks. - Zhi-Quan Luo; Xi Zheng; David López-Pérez; Qi Yan; Xin Chen 062; Nanbin Wang; Qingjiang Shi; Tsung-Hui Chang; Adrian García-Rodríguez (IEEE Commun. Mag., 2023)

Prior-dependent analysis of posterior sampling reinforcement learning with function approximation. - Yingru Li; Zhi-Quan Luo (AISTATS, 2024)

Assessing Air-Interface Dataset Similarity and Diversity for AI-Enabled Wireless Communications. - Hanning Tang; Liusha Yang; Rui Zhou; Jing Liang; Hong Wei; Xuan Wang; Qingjiang Shi; Zhi-Quan Luo (ICC Workshops, 2024)

Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent. - Yingru Li; Jiawei Xu; Lei Han 001; Zhi-Quan Luo (ICML, 2024)

ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models. - Ziniu Li; Tian Xu 003; Yushun Zhang; Zhihang Lin; Yang Yu 001; Ruoyu Sun 001; Zhi-Quan Luo (ICML, 2024)

Uniformly Stable Algorithms for Adversarial Training and Beyond. - Jiancong Xiao; Jiawei Zhang 007; Zhi-Quan Luo; Asuman E. Ozdaglar (ICML, 2024)

Radar Anti-Jamming Strategy Learning via Domain-Knowledge Enhanced Online Convex Optimization. - Liangqi Liu; Wenqiang Pu; Yingru Li; Bo Jiu; Zhi-Quan Luo (SAM, 2024)

Provable Adaptivity of Adam under Non-uniform Smoothness. - Bohan Wang; Yushun Zhang; Huishuai Zhang; Qi Meng; Ruoyu Sun 001; Zhi-Ming Ma; Tie-Yan Liu; Zhi-Quan Luo; Wei Chen 034 (KDD, 2024)

Why Transformers Need Adam: A Hessian Perspective. - Yushun Zhang; Congliang Chen; Tian Ding; Ziniu Li; Ruoyu Sun 001; Zhi-Quan Luo (NeurIPS, 2024)

Optimistic Thompson Sampling for No-Regret Learning in Unknown Games. - Yingru Li; Liangqi Liu; Wenqiang Pu; Hao Liang; Zhi-Quan Luo (CoRR, 2024)

HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments. - Yingru Li; Jiawei Xu; Lei Han 001; Zhi-Quan Luo (CoRR, 2024)

Adam-mini: Use Fewer Learning Rates To Gain More. - Yushun Zhang; Congliang Chen; Ziniu Li; Tian Ding; Chenwei Wu 002; Yinyu Ye 001; Zhi-Quan Luo; Ruoyu Sun 001 (CoRR, 2024)

Adaptive Foundation Models for Online Decisions: HyperAgent with Fast Incremental Uncertainty Estimation. - Yingru Li; Jiawei Xu; Zhi-Quan Luo (CoRR, 2024)

Entropic Distribution Matching in Supervised Fine-tuning of LLMs: Less Overfitting and Better Diversity. - Ziniu Li; Congliang Chen; Tian Xu 003; Zeyu Qin; Jiancong Xiao; Ruoyu Sun 001; Zhi-Quan Luo (CoRR, 2024)

QoS-Aware and Routing-Flexible Network Slicing for Service-Oriented Networks. - Wei-Kun Chen; Ya-Feng Liu; Yu-Hong Dai; Zhi-Quan Luo (CoRR, 2024)

Hermes: A Large Language Model Framework on the Journey to Autonomous Networks. - Fadhel Ayed; Ali Maatouk; Nicola Piovesan; Antonio De Domenico; Mérouane Debbah; Zhi-Quan Luo (CoRR, 2024)

Exploring the Generalization Capabilities of AID-based Bi-level Optimization. - Congliang Chen; Li Shen 008; Zhiqiang Xu 003; Wei Liu 005; Zhi-Quan Luo; Peilin Zhao (CoRR, 2024)

Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds. - Hao Liang; Zhi-Quan Luo (J. Mach. Learn. Res., 2024)

An Efficient Benders Decomposition Approach for Optimal Large-Scale Network Slicing. - Wei-Kun Chen; Zheyu Wu; Rui-Jin Zhang; Ya-Feng Liu; Yu-Hong Dai; Zhi-Quan Luo (IEEE Trans. Signal Process., 2024)

Downlink Channel Covariance Matrix Reconstruction for FDD Massive MIMO Systems With Limited Feedback. - Kai Li 031; Ying Li 047; Lei Cheng 003; Qingjiang Shi; Zhi-Quan Luo (IEEE Trans. Signal Process., 2024)

Coordinating Multiple Intelligent Reflecting Surfaces Without Channel Information. - Fan Xu 001; Jiawei Yao; Wenhai Lai; Kaiming Shen; Xin Li 112; Xin Chen 062; Zhi-Quan Luo (IEEE Trans. Signal Process., 2024)

A Physics-Based and Data-Driven Approach for Localized Statistical Channel Modeling. - Shutao Zhang; Xinzhi Ning; Xi Zheng; Qingjiang Shi; Tsung-Hui Chang; Zhi-Quan Luo (IEEE Trans. Wirel. Commun., 2024)

Intelligent Surfaces Empowered Wireless Network: Recent Advances and the Road to 6G. - Qingqing Wu 001; Beixiong Zheng; Changsheng You; Lipeng Zhu; Kaiming Shen; Xiaodan Shao; Weidong Mei; Boya Di; Hongliang Zhang 001; Ertugrul Basar; Lingyang Song; Marco Di Renzo; et al. (Proc. IEEE, 2024)

Enhancing Multi-Stream Beamforming Through CQIs for 5G NR FDD Massive MIMO Communications: A Tuning-Free Scheme. - Kai Li 031; Ying Li 047; Lei Cheng 003; Zhi-Quan Luo (IEEE Trans. Wirel. Commun., 2024)

Blind Beamforming for Coverage Enhancement With Intelligent Reflecting Surface. - Fan Xu 001; Jiawei Yao; Wenhai Lai; Kaiming Shen; Xin Li 112; Xin Chen 062; Zhi-Quan Luo (IEEE Trans. Wirel. Commun., 2024)

Preserving Diversity in Supervised Fine-Tuning of Large Language Models. - Ziniu Li; Congliang Chen; Tian Xu 003; Zeyu Qin; Jiancong Xiao; Zhi-Quan Luo; Ruoyu Sun 001 (ICLR, 2025)

Adam-mini: Use Fewer Learning Rates To Gain More. - Yushun Zhang; Congliang Chen; Ziniu Li; Tian Ding; Chenwei Wu 002; Diederik P. Kingma; Yinyu Ye 001; Zhi-Quan Luo; Ruoyu Sun 001 (ICLR, 2025)

Understanding adversarial robustness against on-manifold adversarial examples. - Jiancong Xiao; Liusha Yang; Yanbo Fan; Jue Wang 001; Zhi-Quan Luo (Pattern Recognit., 2025)

Towards Quantifying the Hessian Structure of Neural Networks. - Zhaorui Dong; Yushun Zhang; Zhi-Quan Luo; Jianfeng Yao; Ruoyu Sun 001 (CoRR, 2025)

XXt Can Be Faster. - Dmitry Rybin; Yushun Zhang; Zhi-Quan Luo (CoRR, 2025)

Enhancing Communications and Sensing Simultaneously by Zero-Order Optimization of MTS. - Wenhai Lai; Kaiming Shen; Zhi-Quan Luo (CoRR, 2025)

Learning to Gridize: Segment Physical World by Wireless Communication Channel. - Juntao Wang; Feng Yin; Tian Ding; Tsung-Hui Chang; Zhi-Quan Luo; Qi Yan (CoRR, 2025)