Huikang Liu
Orcid: 0000-0002-8952-3339
According to our database1,
Huikang Liu
authored at least 39 papers
between 2010 and 2023.
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Bibliography
2023
Manag. Sci., October, 2023
IEEE Trans. Signal Process., 2023
A Communication-Efficient Decentralized Newton's Method With Provably Faster Convergence.
IEEE Trans. Signal Inf. Process. over Networks, 2023
Linear Convergence of a Proximal Alternating Minimization Method with Extrapolation for \(\boldsymbol{\ell_1}\) -Norm Principal Component Analysis.
SIAM J. Optim., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
A Simple Scheme for Coupled Factorization for Hyperspectral Super-Resolution: Exploiting Sparsity in an Easy Way.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
2022
A Novel Integrated Method for Harmonic Suppression and Reactive Power Compensation in Distribution Network.
Symmetry, 2022
Int. Trans. Oper. Res., 2022
CoRR, 2022
CoRR, 2022
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering.
Proceedings of the International Conference on Machine Learning, 2022
2021
A Penalty Alternating Direction Method of Multipliers for Convex Composite Optimization Over Decentralized Networks.
IEEE Trans. Signal Process., 2021
A Method for Designing and Optimizing the Electrical Parameters of Dynamic Tuning Passive Filter.
Symmetry, 2021
IEEE Access, 2021
IEEE Access, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method.
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group.
CoRR, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Hydrodynamic Analysis-Based Modeling and Experimental Verification of a New Water-Jet Thruster for an Amphibious Spherical Robot.
Sensors, 2019
Quadratic optimization with orthogonality constraint: explicit Łojasiewicz exponent and linear convergence of retraction-based line-search and stochastic variance-reduced gradient methods.
Math. Program., 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Design of Crane Anti-swing Controller Based on Differential Flat and Linear Active Disturbance Rejection Control.
Proceedings of the 6th International Conference on Systems and Informatics, 2019
Globally Convergent Accelerated Proximal Alternating Maximization Method for L1-Principal Component Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2019
Fast First-order Methods for the Massive Robust Multicast Beamforming Problem with Interference Temperature Constraints.
Proceedings of the IEEE International Conference on Acoustics, 2019
Is There Any Recovery Guarantee with Coupled Structured Matrix Factorization for Hyperspectral Super-Resolution?
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 2019 IEEE International Conference on Advanced Robotics and its Social Impacts, 2019
2018
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the 5th International Conference on Systems and Informatics, 2018
2017
On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization.
SIAM J. Optim., 2017
A discrete first-order method for large-scale MIMO detection with provable guarantees.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Local strong convexity of maximum-likelihood TDOA-Based source localization and its algorithmic implications.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods.
Proceedings of the 33nd International Conference on Machine Learning, 2016
2015
Improved Empirical Mode Decomposition Algorithm of Processing Complex Signal for IoT Application.
Int. J. Distributed Sens. Networks, 2015
2010
Optimal control of asynchronous motor mechanical efficiency based on genetic algorithms.
Proceedings of the Sixth International Conference on Natural Computation, 2010
Study of active power filter based on intelligent dynamic follow harmonic objective function.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010