Xiangyu Guo
5 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (7) π Renaissance Researcher (6) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Trend Setter
Conferences
AISTATS (2)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
approximation algorithm
(2)
image classification
(1)
distributed clustering
(1)
outlier detection
(1)
nonlinear regression
(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)
single index model
(1)
sub-gaussian distribution
(1)
local search
(1)
k-median problem
(1)
estimation theory
(1)
neural network
(1)
Papers
Cross-Modal Imputation and Uncertainty Estimation for Spatial Transcriptomics
AISTATS 2025
Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks
NIPS 2021
Consistent k-Median: Simpler, Better and Robust
AISTATS 2021
Estimating Stochastic Linear Combination of Non-Linear Regressions
AAAI 2020
Distributed $k$-Clustering for Data with Heavy Noise
NIPS 2018