Yang Ning
11 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (12)
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Conference Polyglot
(5)
🏃
Academic Marathon
(10)
🐝
Cross-Pollinator
(12)
💎
Century Club
(11)
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Unstoppable
(5)
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Keyword Collector
(56)
Conferences
JMLR (6)
AISTATS (2)
AAAI (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
graphical model
(4)
parameter estimation
(3)
causal inference
(3)
latent variable
(3)
high-dimensional inference
(2)
exponential family
(2)
observational datum
(2)
individualized treatment rule
(2)
latent variable model
(2)
mixed datum
(2)
propensity score
(2)
asymptotic normality
(2)
hypothesis testing
(1)
covariate shift
(1)
maximum likelihood
(1)
expectation maximization
(1)
adversarial robustness
(1)
feature disentanglement
(1)
variable clustering
(1)
adversarial training
(1)
Papers
DisC2o-HD: Distributed causal inference with covariates shift for analyzing real-world high-dimensional data
JMLR 2025
Towards Region-Adaptive Feature Disentanglement and Enhancement for Small Object Detection
IJCAI 2025
Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data
JMLR 2025
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score
JMLR 2022
Regression Discontinuity Design under Self-selection
AISTATS 2021
High-Dimensional Inference for Cluster-Based Graphical Models
JMLR 2020
Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness
AAAI 2020
Efficient augmentation and relaxation learning for individualized treatment rules using observational data
JMLR 2019
High-dimensional Mixed Graphical Model with Ordinal Data: Parameter Estimation and Statistical Inference
AISTATS 2019
On Semiparametric Exponential Family Graphical Models
JMLR 2018
High Dimensional EM Algorithm: Statistical Optimization and Asymptotic Normality
NIPS 2015