Guihong Wan
11 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Keyword Champion (3)
π€
Dynamic Duo
(10)
π
Conference Pioneer
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(10)
Core Methods
(9)
Mathematics & Optimization
(8)
Mathematics
(5)
Optimization
(5)
Optimization & Theory
(3)
Computer Science
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Application Areas
(2)
Applications
(2)
Foundations
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Keywords
dimensionality reduction
(4)
column subset selection
(3)
spectral clustering
(3)
outlier detection
(3)
combinatorial search
(3)
feature selection
(2)
combinatorial optimization
(2)
robust subspace recovery
(2)
principal component analysis
(2)
heuristic search
(2)
laplacian matrix
(2)
matrix approximation
(2)
graph analysis
(1)
graph theory
(1)
graph clustering
(1)
domain generalization
(1)
unsupervised learning
(1)
source localization
(1)
matrix factorization
(1)
low-rank approximation
(1)
Papers
FADE: Towards Fairness-aware Data Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models
IJCAI 2025
Multi-View Unsupervised Column Subset Selection via Combinatorial Search (Student Abstract)
AAAI 2025
Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract)
AAAI 2024
Graph Clustering Methods Derived from Column Subset Selection (Student Abstract)
AAAI 2024
Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract)
AAAI 2024
Electrophysiological Brain Source Imaging via Combinatorial Search with Provable Optimality
AAAI 2023
Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality
AAAI 2021
A New Robust Subspace Recovery Algorithm (Student Abstract)
AAAI 2021
Heuristic Search for Approximating One Matrix in Terms of Another Matrix
IJCAI 2021
A Bias Trick for Centered Robust Principal Component Analysis (Student Abstract)
AAAI 2020
Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction
AAAI 2019