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Haoyue Dai

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

9

Venues

5

Active years

2022–2025

Best venue rank

A*

Where they publish

Papers

9 indexed papers, newest first.

YearVenueTitleAuthors
2025AISTATSType Information-Assisted Self-Supervised Knowledge Graph Denoising.Jiaqi Sun, Yujia Zheng, Xinshuai Dong, Haoyue Dai, Kun Zhang
2025ICLRWhen Selection Meets Intervention: Additional Complexities in Causal Discovery.Haoyue Dai, Ignavier Ng, Jianle Sun, Zeyu Tang, Gongxu Luo, Xinshuai Dong, Peter Spirtes, Kun Zhang
2025ICMLLatent Variable Causal Discovery under Selection Bias.Haoyue Dai, Yiwen Qiu, Ignavier Ng, Xinshuai Dong, Peter Spirtes, Kun Zhang
2025ICMLPermutation-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
2024AISTATSLocal Causal Discovery with Linear non-Gaussian Cyclic Models.Haoyue Dai, Ignavier Ng, Yujia Zheng, Zhengqing Gao, Kun Zhang
2024ICLRGene Regulatory Network Inference in the Presence of Dropouts: a Causal View.Haoyue Dai, Ignavier Ng, Gongxu Luo, Peter Spirtes, Petar Stojanov, Kun Zhang
2024ICMLScore-Based Causal Discovery of Latent Variable Causal Models.Ignavier Ng, Xinshuai Dong, Haoyue Dai, Biwei Huang, Peter Spirtes, Kun Zhang
2023SDMML4C: Seeing Causality Through Latent Vicinity.Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang
2022KDDML4S: Learning Causal Skeleton from Vicinal Graphs.Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang