Zhengming Chen
15 papers · 2022–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Cross-Pollinator (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
π
Grand Slam
π
Triple Crown
π
Century Club
(15)
β‘
Prolific Year
(6)
Conferences
ICML (4)
AAAI (3)
IJCAI (3)
ICLR (2)
JMLR (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
causal discovery
(5)
latent variable
(3)
causal structure
(3)
graphical model
(2)
latent variable model
(2)
causal structure learning
(2)
causal inference
(2)
path analysis
(1)
variational inference
(1)
time series imputation
(1)
hierarchical structure
(1)
bayesian network
(1)
conditional independence
(1)
hierarchical model
(1)
latent representation
(1)
second-order statistics
(1)
normalizing flow
(1)
structural causal model
(1)
bayesian inference
(1)
probabilistic modeling
(1)
Papers
Conditional Independent Test in the Presence of Measurement Error with Causal Structure Learning
IJCAI 2025
RadGS-Reg: Registering Spine CT with Biplanar X-rays via Joint 3D Radiative Gaussians Reconstruction and 3D/3D Registration
MICCAI 2025
Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations
ICML 2025
Extracting Rare Dependence Patterns via Adaptive Sample Reweighting
ICML 2025
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism
IJCAI 2025
Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
ICLR 2025
Automating the Selection of Proxy Variables of Unmeasured Confounders
ICML 2024
Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model
AAAI 2024
Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis
AAAI 2024
Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability
ICLR 2024
Learning Discrete Latent Variable Structures with Tensor Rank Conditions
NIPS 2024
Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables
JMLR 2024
Some General Identification Results for Linear Latent Hierarchical Causal Structure
IJCAI 2023
Identification of Linear Non-Gaussian Latent Hierarchical Structure
ICML 2022
Identification of Linear Latent Variable Model with Arbitrary Distribution
AAAI 2022