Huikang Liu
7 papers · 2016–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (8)
π
Cross-Pollinator
(5)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICML (5)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
spectral method
(2)
nonconvex optimization
(1)
non-convex optimization
(1)
convex optimization
(1)
graph clustering
(1)
convergence analysis
(1)
community detection
(1)
robust estimation
(1)
manifold optimization
(1)
stochastic block model
(1)
linear convergence
(1)
quadratic optimization
(1)
convergence guarantee
(1)
community recovery
(1)
spectral initialization
(1)
stiefel manifold
(1)
orthogonality constraint
(1)
projected power method
(1)
power method
(1)
lojasiewicz exponent
(1)
Papers
Symmetric Matrix Completion with ReLU Sampling
ICML 2024
A Global Geometric Analysis of Maximal Coding Rate Reduction
ICML 2024
A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data
ICLR 2023
ReSync: Riemannian Subgradient-based Robust Rotation Synchronization
NIPS 2023
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering
ICML 2022
Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method
ICML 2021
Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods
ICML 2016