Yingfan Wang
4 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Hot Topic Early Bird
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Research topics
Keywords
local structure
(2)
data visualization
(2)
dimension reduction
(2)
group fairness
(1)
graph-based method
(1)
hard negative mining
(1)
non-parametric method
(1)
centroid clustering
(1)
core fairness
(1)
local structure preservation
(1)
local adjustment
(1)
dimensionality reduction
(1)
global structure preservation
(1)
manifold learning
(1)
approximation algorithm
(1)
Papers
Dimension Reduction with Locally Adjusted Graphs
AAAI 2025
Navigating the Effect of Parametrization for Dimensionality Reduction
NeurIPS 2024
Approximate Group Fairness for Clustering
ICML 2021
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization
JMLR 2021