Huikang Liu

1. On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization
   2016/03/01 by Huikang Liu, Man–Chung Yue, Liu, Huikang +3 · 2 citations
   Physics and Astronomy · Engineering · #Advanced X-ray Imaging Techniques #Sparse and Compressive Sensing Techniques #Adaptive optics and wavefront sensing
2. A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data
   2023/03/12 by Jiajin Li, Li, Jiajin, Jianheng Tang +11 · 2 citations
   Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Optimization and Control (math.OC) #Topological and Geometric Data Analysis
3. Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering
   2022/06/11 by Peng Wang, Huikang Liu, Wang, Peng +5 · 1 citation
   Computer Science · Mathematics · Engineering · #Face and Expression Recognition #Survey Sampling and Estimation Techniques #Sparse and Compressive Sensing Techniques
4. ReSync: Riemannian Subgradient-based Robust Rotation Synchronization
   2023/05/24 by Huikang Liu, Xiao Li, Liu, Huikang +3 · 1 citation
   Computer Science · Engineering · #Medical Image Segmentation Techniques #Robotic Mechanisms and Dynamics #Piezoelectric Actuators and Control
5. A Global Geometric Analysis of Maximal Coding Rate Reduction
   2024/06/04 by Peng Wang, Wang, Peng, Huikang Liu +11 · 1 citation
   Computer Science · Engineering · #Advanced Wireless Communication Techniques #Advanced Wireless Network Optimization #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods
   2015/10/05 by Huikang Liu, Weijie Wu, Liu, Huikang +3 · 1 citation
   Computer Science · Mathematics · #90C26 #90C46 #90C52 #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Fractional Differential Equations Solutions #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
7. A Curvature-Aware Rank-Adaptive Distributed Augmented-Lagrangian Solver for Large-Scale SDPs
   2026/07/20 by Hongpei Li, Huikang Liu, Dongdong Ge +1
   #math.OC #cs.DC