Xiangyu Guo
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(17)
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Mathematics & Optimization
(2)
Learning Types
(2)
Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Keywords
approximation algorithm
(2)
image classification
(1)
attention mechanism
(1)
distributed clustering
(1)
outlier detection
(1)
nonlinear regression
(1)
gene expression
(1)
stochastic process
(1)
outlier removal
(1)
query complexity
(1)
k-median clustering
(1)
outlier handling
(1)
adversarial attack
(1)
black-box attack
(1)
online algorithm
(1)
decision boundary
(1)
uncertainty estimation
(1)
single-index model
(1)
spatial transcriptomics
(1)
sub-gaussian distribution
(1)
Papers
Cross-Modal Imputation and Uncertainty Estimation for Spatial Transcriptomics
AISTATS 2025
Consistent k-Median: Simpler, Better and Robust
AISTATS 2021
Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks
NeurIPS 2021
Estimating Stochastic Linear Combination of Non-Linear Regressions
AAAI 2020
Distributed k-Clustering for Data with Heavy Noise
NeurIPS 2018