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Yujia Zheng

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Causal Representation Learning from Multiple Distributions: A General Setting

Feb 07, 2024
Kun Zhang, Shaoan Xie, Ignavier Ng, Yujia Zheng

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A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables

Dec 18, 2023
Xinshuai Dong, Biwei Huang, Ignavier Ng, Xiangchen Song, Yujia Zheng, Songyao Jin, Roberto Legaspi, Peter Spirtes, Kun Zhang

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A Comparative Study of AI-Generated (GPT-4) and Human-crafted MCQs in Programming Education

Dec 05, 2023
Jacob Doughty, Zipiao Wan, Anishka Bompelli, Jubahed Qayum, Taozhi Wang, Juran Zhang, Yujia Zheng, Aidan Doyle, Pragnya Sridhar, Arav Agarwal, Christopher Bogart, Eric Keylor, Can Kultur, Jaromir Savelka, Majd Sakr

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Generalizing Nonlinear ICA Beyond Structural Sparsity

Nov 01, 2023
Yujia Zheng, Kun Zhang

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Causal-learn: Causal Discovery in Python

Jul 31, 2023
Yujia Zheng, Biwei Huang, Wei Chen, Joseph Ramsey, Mingming Gong, Ruichu Cai, Shohei Shimizu, Peter Spirtes, Kun Zhang

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Partial Identifiability for Domain Adaptation

Jun 10, 2023
Lingjing Kong, Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov, Victor Akinwande, Kun Zhang

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Understanding Breast Cancer Survival: Using Causality and Language Models on Multi-omics Data

May 28, 2023
Mugariya Farooq, Shahad Hardan, Aigerim Zhumbhayeva, Yujia Zheng, Preslav Nakov, Kun Zhang

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Generalized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks

May 19, 2023
Yujia Zheng, Ignavier Ng, Yewen Fan, Kun Zhang

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Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks

Nov 01, 2022
Yue Yu, Xuan Kan, Hejie Cui, Ran Xu, Yujia Zheng, Xiangchen Song, Yanqiao Zhu, Kun Zhang, Razieh Nabi, Ying Guo, Chao Zhang, Carl Yang

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Whole Page Unbiased Learning to Rank

Oct 19, 2022
Haitao Mao, Lixin Zou, Yujia Zheng, Jiliang Tang, Xiaokai Chu, Jiashu Zhao, Dawei Yin

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