Name
Affiliation
Papers
SONGTAO LU
Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
54
Collaborators
Citations 
PageRank 
108
84
19.52
Referers 
Referees 
References 
284
645
297
Search Limit
100645
Title
Citations
PageRank
Year
A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization.00.342022
Optimal Discrete Constellation Inputs for Aggregated LiFi-WiFi Networks00.342022
Rate-Improved Inexact Augmented Lagrangian Method For Constrained Nonconvex Optimization00.342021
Achieving Channel Capacity of Visible Light Communication10.352021
Robust Beamforming Design For Covert Communications00.342021
ON THE CONVERGENCE OF RANDOMIZED BREGMAN COORDINATE DESCENT FOR NON-LIPSCHITZ COMPOSITE PROBLEMS00.342021
Decentralized Policy Gradient Descent Ascent For Safe Multi-Agent Reinforcement Learning00.342021
Decentralized Federated Learning for Electronic Health Records00.342020
Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: Joint Gradient Estimation and Tracking00.342020
Nonorthogonal Multiple Access for Visible Light Communication IoT Networks00.342020
Distributed Learning in the Nonconvex World: From batch data to streaming and beyond40.452020
ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training00.342020
Finding Second-Order Stationary Points Efficiently in Smooth Nonconvex Linearly Constrained Optimization Problems00.342020
Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances20.372020
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks10.352020
GNSD: a Gradient-Tracking Based Nonconvex Stochastic Algorithm for Decentralized Optimization00.342019
PA-GD: On the Convergence of Perturbed Alternating Gradient Descent to Second-Order Stationary Points for Structured Nonconvex Optimization10.352019
Block Alternating Optimization For Non-Convex Min-Max Problems: Algorithms And Applications In Signal Processing And Communications10.352019
Alternating Gradient Descent Ascent For Nonconvex Min-Max Problems In Robust Learning And Gans00.342019
Capacity Bounds and Interference Management for Interference Channel in Visible Light Communication Networks60.412019
Deep Learning for Signal Demodulation in Physical Layer Wireless Communications: Prototype Platform, Open Dataset, and Analytics.00.342019
Fast And Global Optimal Nonconvex Matrix Factorization Via Perturbed Alternating Proximal Point00.342019
Training Optimization and Performance of Single Cell Uplink System With Massive-Antennas Base Station00.342019
Optimal Power Allocation for Mobile Users in Non-Orthogonal Multiple Access Visible Light Communication Networks40.402019
Signal Demodulation With Machine Learning Methods for Physical Layer Visible Light Communications: Prototype Platform, Open Dataset, and Algorithms.00.342019
Perturbed Projected Gradient Descent Converges To Approximate Second-Order Points For Bound Constrained Nonconvex Problems00.342019
Spatial Transmitter Density Allocation for Frequency-Selective Wireless Ad Hoc Networks.00.342019
On the Sublinear Convergence of Randomly Perturbed Alternating Gradient Descent to Second Order Stationary Solutions.00.342018
Exploiting the Persymmetric Property of Covariance Matrices for Knowledge-Aided Space-Time Adaptive Processing.00.342018
Distributed optimization for Generalized Phase Retrieval Over Networks00.342018
A priority decision making-based bidding strategy for interactive aggregators.00.342017
Spectrum Zoom Processing for Low-Altitude and Slow-Speed Small Target Detection.00.342017
A Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization: Convergence Analysis and Optimality.70.482017
Beampattern Optimization for Frequency Diverse Array With Sparse Frequency Waveforms.10.362017
Inexact Block Coordinate Descent Methods For Symmetric Nonnegative Matrix Factorization.60.402016
Minimum-volume-regularized weighted symmetric nonnegative matrix factorization for clustering00.342016
Multiple hypothesis tracking based on the Shiryayev sequential probability ratio test.00.342016
H-PMHT track-before-detect processing with DP-based track initiation and termination.00.342016
Throughput maximization over frequency-selective communication networks00.342015
Accelerated algorithms for Eigen-Value Decomposition with application to spectral clustering20.372015
Throughput of Underwater Wireless Ad Hoc Networks with Random Access: A Physical Layer Perspective80.512015
Achievable rates of uplink multiuser massive MIMO systems with estimated channels10.362014
Joint optimization of power allocation and training duration for uplink multiuser MIMO communications00.342014
Factor graph aided multiple hypothesis tracking210.452013
Underwater acoustic network with random access: a physical layer perspective20.412013
Macro-Pico Amplitude-Space Sharing with Optimized Han-Kobayashi Coding90.522013
A distributed adaptive GSC beamformer over coordinated antenna arrays network for interference mitigation30.392012
Amplitude Space Sharing among the Macro-Cell and Small-Cell Users00.342012
An Optimized Cooperative Transmission Scheme for Interference Mitigation in Heterogeneous Downlink Network20.362012
A Multipath Mitigation Algorithm In Global Navigation Satellite Systems Arrays Using Independent Component Analysis00.342010
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