HanQin Cai
6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
ICML (3)
JMLR (2)
NIPS (1)
Top co-authors
Keywords
robust principal component analysis
(2)
black-box optimization
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
tensor decomposition
(1)
outlier detection
(1)
matrix approximation
(1)
low-rank matrix recovery
(1)
query complexity
(1)
block coordinate descent
(1)
cur decomposition
(1)
sparse matrix
(1)
low rank matrix
(1)
matrix recovery
(1)
low rank approximation
(1)
adversarial attack
(1)
optimization algorithm
(1)
zeroth-order optimization
(1)
update rule
(1)
adversarial example
(1)
Papers
Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery
ICML 2025
Towards Constituting Mathematical Structures for Learning to Optimize
ICML 2023
Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection
NIPS 2021
A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization
ICML 2021
Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions
JMLR 2021
Accelerated Alternating Projections for Robust Principal Component Analysis
JMLR 2019