Wing-Kin Ma

Wing-Kin Ma's AcademicInfluence.com Rankings

Wing-Kin Ma

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Wing-Kin Ma

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Engineering
Computer Science

Wing-Kin Ma's Degrees

PhD Electrical Engineering and Computer Sciences University of California, Berkeley

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Wing-Kin Ma's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Semidefinite Relaxation of Quadratic Optimization Problems (2010) (2585)
The Gaussian Mixture Probability Hypothesis Density Filter (2006) (1736)
Least squares algorithms for time-of-arrival-based mobile location (2004) (507)
Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks: Tractable Approximations by Conic Optimization (2011) (460)
A Convex Analysis-Based Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing (2009) (389)
Quasi-maximum-likelihood multiuser detection using semi-definite relaxation with application to synchronous CDMA (2002) (374)
QoS-Based Transmit Beamforming in the Presence of Eavesdroppers: An Optimized Artificial-Noise-Aided Approach (2011) (353)
A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing (2014) (352)
A Constrained Least Squares Approach to Mobile Positioning: Algorithms and Optimality (2006) (276)
Spatially Selective Artificial-Noise Aided Transmit Optimization for MISO Multi-Eves Secrecy Rate Maximization (2013) (268)
DOA Estimation of Quasi-Stationary Signals With Less Sensors Than Sources and Unknown Spatial Noise Covariance: A Khatri–Rao Subspace Approach (2010) (241)
Optimal and Robust Transmit Designs for MISO Channel Secrecy by Semidefinite Programming (2010) (225)
A Simplex Volume Maximization Framework for Hyperspectral Endmember Extraction (2011) (209)
Tracking an unknown time-varying number of speakers using TDOA measurements: a random finite set approach (2006) (209)
A Gaussian Mixture PHD Filter for Jump Markov System Models (2009) (188)
Transmit Solutions for MIMO Wiretap Channels using Alternating Optimization (2013) (176)
Cooperative Secure Beamforming for AF Relay Networks With Multiple Eavesdroppers (2013) (171)
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications (2018) (162)
Semi-Definite Programming Algorithms for Sensor Network Node Localization With Uncertainties in Anchor Positions and/or Propagation Speed (2009) (141)
Robust Cooperative Beamforming and Artificial Noise Design for Physical-Layer Secrecy in AF Multi-Antenna Multi-Relay Networks (2015) (137)
A non-negative sparse promoting algorithm for high resolution hyperspectral imaging (2013) (123)
A Convex Analysis Framework for Blind Separation of Non-Negative Sources (2008) (121)
Blind ML detection of orthogonal space-time block codes: efficient high-performance implementations (2006) (121)
Accurate approximation algorithm for TOA-based maximum likelihood mobile location using semidefinite programming (2004) (117)
Semidefinite relaxation based multiuser detection for M-ary PSK multiuser systems (2004) (112)
Optimum Performance Boundaries of OSTBC Based AF-MIMO Relay System With Energy Harvesting Receiver (2013) (112)
Hyperspectral Super-Resolution: A Coupled Tensor Factorization Approach (2018) (109)
DOA estimation of quasi-stationary signals via Khatri-Rao subspace (2009) (98)
Blind Separation of Quasi-Stationary Sources: Exploiting Convex Geometry in Covariance Domain (2015) (98)
Robust Multicast Beamforming for Spectrum Sharing-Based Cognitive Radios (2012) (94)
Physical-Layer Multicasting by Stochastic Transmit Beamforming and Alamouti Space-Time Coding (2013) (94)
A Signal Processing Perspective on Hyperspectral Unmixing (2014) (89)
Optimal Linear Fusion for Distributed Detection Via Semidefinite Programming (2010) (88)
Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering (2016) (87)
Probabilistic SINR constrained robust transmit beamforming: A Bernstein-type inequality based conservative approach (2010) (84)
Identifiability of the Simplex Volume Minimization Criterion for Blind Hyperspectral Unmixing: The No-Pure-Pixel Case (2014) (81)
Received signal strength based mobile positioning via constrained weighted least squares (2003) (80)
Chance-Constrained Robust Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing (2011) (73)
Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches (2015) (72)
The Equivalence of Semidefinite Relaxation MIMO Detectors for Higher-Order QAM (2008) (66)
A Framework for One-Bit and Constant-Envelope Precoding Over Multiuser Massive MISO Channels (2018) (65)
Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related (2014) (61)
Constant Envelope Precoding for Single-User Large-Scale MISO Channels: Efficient Precoding and Optimal Designs (2014) (56)
Blind ML Detection of Orthogonal Space-Time Block Codes: Identifiability and Code Construction (2007) (49)
A Novel Subspace Approach for Cooperative Localization in Wireless Sensor Networks Using Range Measurements (2009) (47)
Joint Tensor Factorization and Outlying Slab Suppression With Applications (2015) (47)
Maximum A Posteriori Approach to Time-of-Arrival-Based Localization in Non-Line-of-Sight Environment (2010) (43)
Maximum-Likelihood Detection of Orthogonal Space-Time Block Coded OFDM in Unknown Block Fading Channels (2008) (42)
Sum Secrecy Rate Maximization for Full-Duplex Two-Way Relay Networks Using Alamouti-Based Rank-Two Beamforming (2016) (42)
Joint transmit beamforming and artificial noise design for QoS discrimination inwireless downlink (2010) (40)
Two Simplified Recursive Gauss–Newton Algorithms for Direct Amplitude and Phase Tracking of a Real Sinusoid (2007) (40)
Multicast Secrecy Rate Maximization for MISO Channels with Multiple Multi-Antenna Eavesdroppers (2011) (40)
Safe convex approximation to outage-based MISO secrecy rate optimization under imperfect CSI and with artificial noise (2011) (40)
An Effective Distributed Space-Time Code for Two-Path Successive Relay Network (2011) (39)
Tracking multiple speakers using random sets (2004) (39)
A Safe Approximation Approach to Secrecy Outage Design for MIMO Wiretap Channels (2014) (39)
Rank-two transmit beamformed Alamouti space-time coding for physical-layer multicasting (2012) (36)
Closed Form PHD Filtering for Linear Jump Markov Models (2006) (34)
A semidefinite relaxation based conservative approach to robust transmit beamforming with probabilistic sinr constraints (2010) (33)
Semi-definite programming approach to sensor network node localization with anchor position uncertainty (2009) (31)
Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization (2017) (31)
Some results on 16-QAM MIMO detection using semidefinite relaxation (2008) (31)
Full Diversity Blind Alamouti Space-Time Block Codes for Unique Identification of Flat-Fading Channels (2009) (30)
MIMO Detection by Lagrangian Dual Maximum-Likelihood Relaxation: Reinterpreting Regularized Lattice Decoding (2014) (30)
Blind maximum-likelihood decoding for orthogonal space-time block codes: a semidefinite relaxation approach (2003) (30)
Robust Affine Set Fitting and Fast Simplex Volume Max-Min for Hyperspectral Endmember Extraction (2013) (30)
Worst-case robust multiuser transmit beamforming using semidefinite relaxation: duality and implications (2011) (28)
One-Bit Massive Mimo Precoding via a Minimum Symbol-Error Probability Design (2018) (27)
Cheap semidefinite relaxation MIMO detection using row-by-row block coordinate descent (2011) (26)
Optimal joint cooperative beamforming and artificial noise design for secrecy rate maximization in AF relay networks (2013) (25)
A Linear Fractional Semidefinite Relaxation Approach to Maximum-Likelihood Detection of Higher-Order QAM OSTBC in Unknown Channels (2010) (25)
Robust artificial noise-aided transmit optimization for achieving secrecy and energy harvesting (2014) (24)
A discrete first-order method for large-scale MIMO detection with provable guarantees (2017) (24)
Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint (2013) (23)
A robust artificial noise aided transmit design for MISO secrecy (2011) (23)
Power Spectra Separation via Structured Matrix Factorization (2016) (22)
A decentralized method for joint admission control and beamforming in coordinated multicell downlink (2012) (22)
One-Bit Sigma-Delta MIMO Precoding (2019) (22)
Deep Mimo Detection Using ADMM Unfolding (2019) (22)
A Factor Analysis Framework for Power Spectra Separation and Multiple Emitter Localization (2015) (21)
Multi-group multicast beamforming in cognitive radio networks via rank-two transmit beamformed Alamouti space-time coding (2013) (21)
Distributionally robust chance-constrained transmit beamforming for multiuser MISO downlink (2014) (21)
A flexible semi-definite programming approach for source localization problems (2013) (20)
Hyperspectral Super-Resolution: Combining Low Rank Tensor and Matrix Structure (2018) (20)
Robust transmit designs for an energy harvesting multicast system (2014) (20)
Reducing the average complexity of ML detection using semidefinite relaxation (2005) (19)
Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry (2019) (18)
Low-Complexity Robust MISO Downlink Precoder Design Under Imperfect CSI (2016) (18)
Signal and Image Processing in Hyperspectral Remote Sensing [From the Guest Editors] (2014) (18)
A block alternating likelihood maximization approach to multiuser detection (2004) (18)
Understanding Notions of Stationarity in Nonsmooth Optimization: A Guided Tour of Various Constructions of Subdifferential for Nonsmooth Functions (2020) (17)
Hyperspectral Super-Resolution via Global–Local Low-Rank Matrix Estimation (2019) (17)
A Stochastic Beamformed Amplify-and-Forward Scheme in a Multigroup Multicast MIMO Relay Network With Per-Antenna Power Constraints (2015) (17)
Robustness Analysis of Structured Matrix Factorization via Self-Dictionary Mixed-Norm Optimization (2016) (16)
Hyperspectral unmixing from a convex analysis and optimization perspective (2009) (16)
Joint detection and tracking of multiple maneuvering targets in clutter using random finite sets (2004) (15)
Localizing an unknown time-varying number of speakers: a Bayesian random finite set approach (2005) (14)
Detection of random signals via spectrum matching (2002) (14)
Symbol-Level Precoding is Symbol-Perturbed zf When Energy Efficiency is Sought (2018) (14)
Hyperspectral Super-Resolution Via Coupled Tensor Factorization: Identifiability and Algorithms (2018) (14)
Unraveling the Rank-One Solution Mystery of Robust MISO Downlink Transmit Optimization: A Verifiable Sufficient Condition via a New Duality Result (2016) (13)
Binary MIMO Detection via Homotopy Optimization and Its Deep Adaptation (2020) (13)
Efficient quasi-maximum-likelihood multiuser detection by semi-definite relaxation (2001) (13)
Minimum Symbol-Error Probability Symbol-Level Precoding With Intelligent Reflecting Surface (2020) (13)
Minimum Symbol Error Rate-Based Constant Envelope Precoding for Multiuser Massive Miso Downlink (2018) (13)
Optimal linear fusion for distributed spectrum sensing via semidefinite programming (2009) (13)
Nonconvex Quadratic Optimization , Semidefinite Relaxation , and Applications (2009) (13)
MIMO directional modulation M-QAM precoding for transceivers performance enhancement (2017) (12)
On the number of pilots for OFDM system in multipath fading channels (2004) (12)
A Khatri-Rao subspace approach to blind identification of mixtures of quasi-stationary sources (2013) (12)
Multicast transmit beamforming using a randomize-in-time strategy (2011) (12)
Enhancing pure-pixel identification performance via preconditioning (2014) (11)
A simple way to approximate average robust multiuser MISO transmit optimization under covariance-based CSIT (2017) (11)
Blind spectra separation and direction finding for cognitive radio using temporal correlation-domain ESPRIT (2014) (11)
MULTIUSER ONE-BIT MASSIVE MIMO PRECODING UNDER MPSK SIGNALING (2018) (10)
An alternating optimization algorithm for the MIMO secrecy capacity problem under sum power and per-antenna power constraints (2013) (10)
A simple closed-form solution for overdetermined blind separation of locally sparse quasi-stationary sources (2012) (10)
Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models (2020) (10)
Convex analysis for non-negative blind source separation with application in imaging (2010) (10)
Secrecy rate maximization of a miso channelwith multiple multi-antenna eavesdroppers via semidefinite programming (2010) (9)
Rank-Two Beamforming and Stochastic Beamforming for MISO Physical-Layer Multicasting with Finite-Alphabet Inputs (2015) (9)
Tensor-based power spectra separation and emitter localization for cognitive radio (2014) (9)
Spatial peak power minimization for relaxed phase M-PSK MIMO directional modulation transmitter (2017) (9)
A complex-valued semidefinite relaxation approach for two-dimensional source localization using distance measurements and imperfect receiver positions (2012) (8)
Optimization Techniques in Wireless Communications (2009) (8)
Hybrid Inexact BCD for Coupled Structured Matrix Factorization in Hyperspectral Super-Resolution (2019) (8)
A Block-by-Block Blind Post-FFT Multistage Beamforming Algorithm for Multiuser OFDM Systems Based on Subcarrier Averaging (2008) (8)
Distributed Space-Time Coding for Two-Path Successive Relaying (2010) (8)
A convex approximation method for multiuser MISO sum rate maximization under discrete rate constraints (2013) (8)
Blind symbol identifiability of orthogonal space-time block codes (2004) (8)
Hyperspectral Super-Resolution: Exact Recovery In Polynomial Time (2018) (8)
Guest Editorial: Signal Processing for Wireless Physical Layer Security (2013) (8)
A stochastic maximum-likelihood framework for simplex structured matrix factorization (2017) (8)
Noncoherent OSTBC-OFDM for MIMO and Cooperative Communications: Perfect Channel Identifiability and Achievable Diversity Order (2012) (8)
Crosstalk resilient interference cancellation in microphone arrays using Capon beamforming (2004) (8)
Understanding Notions of Stationarity in Non-Smooth Optimization (2020) (7)
Fast algorithms for robust hyperspectral endmember extraction based on worst-case simplex volume maximization (2012) (7)
Maximum likelihood detection for multicarrier systems employing non-orthogonal pulse shapes (2000) (7)
Robust volume minimization-based matrix factorization via alternating optimization (2016) (7)
Hi, Bcd! Hybrid Inexact Block Coordinate Descent for Hyperspectral Super-Resolution (2018) (7)
Low-complexity robust MISO downlink precoder optimization for the limited feedback case (2015) (7)
Joint transmit beamforming optimization and uplink/downlink user selection in a full-duplex multi-user MIMO system (2017) (7)
A robust minimum volume enclosing simplex algorithm for hyperspectral unmixing (2010) (7)
A Novel Subspace Approach for Wireless Sensor Network Positioning with Range Measurements (2007) (7)
A beamformed alamouti amplify-and-forward scheme in multigroup multicast cloud-relay networks (2015) (7)
On Hyperspectral Unmixing (2021) (7)
Noncoherent Bit-Interleaved Coded OSTBC-OFDM with Maximum Spatial-Frequency Diversity (2012) (6)
Signal Detection in a Space–Frequency Coded Cooperative Communication System With Multiple Carrier Frequency Offsets by Exploiting Specific Properties of the Code Structure (2009) (6)
Multiuser detection for asynchronous CDMA using block coordinate ascent and semi-definite relaxation (2002) (6)
On the Full Diversity Property of A Space-Frequency Code Family with Multiple Carrier Frequency Offsets in Cooperative Communication Systems (2010) (6)
Blind separation of convolutive mixtures of speech sources: Exploiting local sparsity (2013) (6)
On computing Verdu's upper bound for a class of maximum-likelihood multiuser detection and sequence detection problems (2001) (6)
Full diversity under multiple carrier frequency offsets of a family of space-frequency codes (2009) (6)
Probabilistic Simplex Component Analysis (2021) (6)
Stochastic amplify-and-forward schemes for multigroup multicast transmission in a distributed relay network (2015) (6)
Optimal transmit design for miso secrecy-rate maximization with general covariance constraints (2010) (5)
A block-by-block blind post-fft beamforming algorithm for multiuser OFDM systems based on subcarrier averaging (2007) (5)
On perfect channel identifiability of semiblind ML detection of orthogonal space-time block coded OFDM (2009) (5)
Asymptotic minimum bit error rate property of maximum-likelihood multiuser detection (2003) (5)
Extended Differential Unitary Space-Time Modulation: A Non-Coherent Scheme with Error Penalty Less Than 3DB (2006) (5)
On implementing the blind ML receiver for orthogonal space-time block codes (2005) (5)
A robust subspace method for semiblind dictionary-aided hyperspectral unmixing (2014) (5)
An efficient quasi-maximum-likelihood multiuser detector using semi-definite relaxation (2001) (5)
Discrete Sum Rate Maximization for MISO Interference Broadcast Channels: Convex Approximations and Efficient Algorithms (2016) (5)
Symbol-Level Precoding Through the Lens of Zero Forcing and Vector Perturbation (2021) (4)
Optimal transmission strategy for outage rate maximization in MISO fading channels with training (2012) (4)
A robust alternating volume maximization algorithm for endmember extraction in hyperspectral images (2010) (4)
A Lagrangian dual relaxation approach to ML MIMO detection: Reinterpreting regularized lattice decoding (2011) (4)
Group-wise blind OFDM ML detection for complexity reduction (2006) (4)
Semidefinite Relaxation and Approximation Analysis of a Beamformed Alamouti Scheme for Relay Beamforming Networks (2016) (4)
Is There Any Recovery Guarantee with Coupled Structured Matrix Factorization for Hyperspectral Super-Resolution? (2019) (4)
Energy-Efficient M-QAM Precoder Design with Spatial Peak Power Minimization for MIMO Directional Modulation Transceivers (2017) (4)
Antenna subset selection optimization for large-scale MISO constant envelope precoding (2014) (4)
SDR approximation bounds for the robust multicast beamforming problem with interference temperature constraints (2017) (4)
A new low-rank solution result for a semidefinite program problem subclass with applications to transmit beamforming optimization (2016) (3)
Stochastic Ml Simplex-structured Matrix Factorization under the Dirichlet Mixture Model (2019) (3)
Secrecy rate maximization in full-duplex multi-antenna decode-and-forward relay systems (2017) (3)
Semiblind ML OSTBC-OFDM Detection in Block Fading Channels (2007) (3)
Divide and Conquer: One-bit MIMO-OFDM Detection by Inexact Expectation Maximization (2020) (3)
Proximal Distance Algorithm for Nonconvex QCQP with Beamforming Applications (2020) (3)
Discrete Constant Envelope Transceiver Design for Multiuser Massive MIMO Downlink (2019) (3)
An optimization perspective onwinter's endmember extraction belief (2011) (3)
Accelerated and Deep Expectation Maximization for One-Bit MIMO-OFDM Detection (2022) (3)
Full-Duplex Secure Relay Beamforming Design for Systems With Perfect and Partial CSI (2019) (3)
Signal region characterization and exact phase recovery for constant envelope precoding in single-user large-scale MISO channels (2013) (3)
$M$-QAM Precoder Design for MIMO Directional Modulation Transceivers (2017) (3)
Nonconvex Optimization for Signal Processing and Machine Learning [From the Guest Editors] (2020) (2)
A Linear Fractional Semidefinite Relaxed ML Approach to Blind Detection of 16-QAM Orthogonal Space-Time Block Codes (2008) (2)
Further Simulation Results for “ Outage Constrained Robust Transmit Optimization for Multiuser MISO Downlinks : Tractable Approximations by Conic Optimization ” Technical Report (2014) (2)
Robust secondary multicast transmit beamforming for cognitive radio networks under imperfect channel state information (2011) (2)
On Four Suboptimal Quadratic Detectors for Random Signals (2005) (2)
A Convex Analysis Based Criterion for Blind Separation of Non-Negative Sources (2007) (2)
A subcarrier average based block-by-block blind channel estimation algorithm for multi-user OFDM systems (2007) (2)
Efficient relaxed maximum-likelihood MPSK multiuser detection using semidefinite programming (2003) (1)
Outlier-robust dimension reduction and its impact on hyperspectral endmember extraction (2012) (1)
Nonintersecting Subspace OSTBCs for Blind ML Detection (2007) (1)
Robust Downlink Transmit Optimization Under Quantized Channel Feedback via the Strong Duality for QCQP (2020) (1)
Blind separation of non-negative sources by convex analysis: Effective method using linear programming (2008) (1)
Robust interference suppression and blind speech beamforming in room reverberant environments (2003) (1)
When can the minimum volume enclosing simplex identify the endmembers correctly when there is no pure pixel? (2015) (1)
Blind identification of mixtures of quasi-stationary sources using a khatri-rao subspace approach (2011) (1)
Achievable Rate Derivations and Further Simulation Results for "Physical-Layer Multicasting by Stochastic Transmit Beamforming and Alamouti Space-Time Coding" (2013) (1)
Fast alternating volume maximization algorithm for blind separation of non-negative sources (2011) (1)
Robust Probabilistic Simplex Component Analysis (2021) (1)
Robust endmember extraction using worst-case simplex volume maximization (2011) (1)
An Admm Algorithm for Peak Transmission Energy Minimization in Symbol-level Precoding (2019) (1)
Stochastic Ml Estimation for Hyperspectral Unmixing Under Endmember Variability and Nonlinear Models (2020) (1)
Linear Fractional Semidefinite Relaxation Approaches to Discrete Fractional Quadratic Optimization Problems Technical Report June 2009 (2010) (1)
A Convex Low-Rank Regularization Method for Hyperspectral Super-Resolution (2018) (1)
WMMSE-based multiuser MIMO beamforming: A practice-oriented design and LTE system performance evaluation (2015) (1)
A Blind Post-FFT User-by-user Beamforming Algorithm for Multiuser OFDM Systems (2007) (1)
SISAL Revisited (2021) (1)
Blind maximum-likelihood detection for decode-and-forward randomized distributed OSTBC (2009) (1)
Achievable Rate Derivations and (2013) (0)
A Partial Relaxation DOA Estimator Based on Orthogonal Matching Pursuit (2020) (0)
Principles of Communication Systems 2019 – 20 First Term Handout 9 : Pulse Modulation (2019) (0)
First Term Handout 14 : Digital Passband Transmission (2019) (0)
Spatial Sigma-Delta Modulation for the Massive MIMO Downlink (2019) (0)
Session MA8b3: Physical layer security II (2011) (0)
Session WA6b: Source separation (2011) (0)
A Simple Scheme for Coupled Factorization for Hyperspectral Super-Resolution: Exploiting Sparsity in an Easy Way (2023) (0)
Symbol-Level Precoding is Related to Parameter Estimation from Quantized Data (2023) (0)
A Homotopy Optimization Method for Orthogonal Non-Negative Matrix Factorization (2021) (0)
Achieving full cooperative and frequency diversity in bit-interleaved coded two-way relay networks (2013) (0)
Robust semi-definite relaxation MIMO detection in a non-gaussian channel (2013) (0)
Mimo Detection by Variational Posterior Inference (2022) (0)
NONINTERSECTINGSUBSPACEOSTBCSFOR BLINDML DETECTION (2007) (0)
An Explanation of Deep MIMO Detection From a Perspective of Homotopy Optimization (2023) (0)
Session MP3b: Coordinated multipoint (invited) (2012) (0)
Multiuser Massive Mimo Downlink Precoding Using Second-Order Spatial Sigma-Delta Modulation (2020) (0)
Matrix Analysis and Computations 2018-19 First Term Lecture 4 : Positive Semidefinite Matrices and Variational Characterizations of Eigenvalues (2018) (0)
Session MA8b2: Physical layer security I (2011) (0)
First Term Handout 7 : Phase and Frequency Modulation (2018) (0)
Extreme-Point Pursuit for Unit-Modulus Optimization (2022) (0)
Matrix Analysis and Computations 2020-21 First Term Lecture 3 : Eigenvalues and Eigenvectors (2020) (0)

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Published Works

Wing-Kin Ma's AcademicInfluence.com Rankings