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Yujia Zheng
Yujia Zheng
9
papers
209
total citations
papers (9)
On the Identifiability of Nonlinear ICA: Sparsity and Beyond
NEURIPS 2022
arXiv
84
citations
Causal Representation Learning from Multiple Distributions: A General Setting
ICML 2024
arXiv
49
citations
Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions
NEURIPS 2021
arXiv
30
citations
Generalizing Nonlinear ICA Beyond Structural Sparsity
NEURIPS 2023
arXiv
25
citations
On the Identifiability of Sparse ICA without Assuming Non-Gaussianity
NEURIPS 2023
arXiv
7
citations
Detecting and Identifying Selection Structure in Sequential Data
ICML 2024
arXiv
7
citations
SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
CVPR 2025
arXiv
4
citations
Identification of Intermittent Temporal Latent Process
ICLR 2025
2
citations
Nonparametric Identification of Latent Concepts
ICML 2025
arXiv
1
citations