Xinghao Qiao
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
bayesian nonparametrics
(2)
variational inference
(2)
covariance estimation
(1)
high-dimensional statistics
(1)
markov chain monte carlo
(1)
message passing
(1)
nonparametric estimation
(1)
functional data analysis
(1)
hierarchical model
(1)
indian buffet process
(1)
functional time series
(1)
concentration inequalities
(1)
concentration inequality
(1)
multi-task gaussian process
(1)
phase transition
(1)
topic model
(1)
monte carlo method
(1)
dirichlet mixture
(1)
local linear smoothing
(1)
graph neural network
(1)
Papers
From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective
JMLR 2025
Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization
ICML 2024
EEGNN: Edge Enhanced Graph Neural Network with a Bayesian Nonparametric Graph Model
AISTATS 2023
CATVI: Conditional and Adaptively Truncated Variational Inference for Hierarchical Bayesian Nonparametric Models
AISTATS 2022