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Dai, Haoyue
10 publications
NeurIPS
2025
Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders
Gongxu Luo
,
Haoyue Dai
,
Loka Li
,
Chengqian Gao
,
Boyang Sun
,
Kun Zhang
ICML
2025
Latent Variable Causal Discovery Under Selection Bias
Haoyue Dai
,
Yiwen Qiu
,
Ignavier Ng
,
Xinshuai Dong
,
Peter Spirtes
,
Kun Zhang
ICML
2025
Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
Xinshuai Dong
,
Ignavier Ng
,
Boyang Sun
,
Haoyue Dai
,
Guang-Yuan Hao
,
Shunxing Fan
,
Peter Spirtes
,
Yumou Qiu
,
Kun Zhang
AISTATS
2025
Type Information-Assisted Self-Supervised Knowledge Graph Denoising
Jiaqi Sun
,
Yujia Zheng
,
Xinshuai Dong
,
Haoyue Dai
,
Kun Zhang
ICLR
2025
When Selection Meets Intervention: Additional Complexities in Causal Discovery
Haoyue Dai
,
Ignavier Ng
,
Jianle Sun
,
Zeyu Tang
,
Gongxu Luo
,
Xinshuai Dong
,
Peter Spirtes
,
Kun Zhang
ICLR
2024
Gene Regulatory Network Inference in the Presence of Dropouts: A Causal View
Haoyue Dai
,
Ignavier Ng
,
Gongxu Luo
,
Peter Spirtes
,
Petar Stojanov
,
Kun Zhang
AISTATS
2024
Local Causal Discovery with Linear Non-Gaussian Cyclic Models
Haoyue Dai
,
Ignavier Ng
,
Yujia Zheng
,
Zhengqing Gao
,
Kun Zhang
NeurIPS
2024
On Causal Discovery in the Presence of Deterministic Relations
Loka Li
,
Haoyue Dai
,
Hanin Al Ghothani
,
Biwei Huang
,
Jiji Zhang
,
Shahar Harel
,
Isaac Bentwich
,
Guangyi Chen
,
Kun Zhang
ICML
2024
Score-Based Causal Discovery of Latent Variable Causal Models
Ignavier Ng
,
Xinshuai Dong
,
Haoyue Dai
,
Biwei Huang
,
Peter Spirtes
,
Kun Zhang
NeurIPS
2022
Independence Testing-Based Approach to Causal Discovery Under Measurement Error and Linear Non-Gaussian Models
Haoyue Dai
,
Peter Spirtes
,
Kun Zhang