Haoyue Dai
9 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(10)
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Triple Crown
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
causal discovery
(4)
score-based method
(2)
latent variable
(2)
selection bia
(2)
linear non-gaussian model
(2)
independence testing
(1)
identifiability guarantee
(1)
causal structure
(1)
local structure
(1)
markov property
(1)
graph structure
(1)
type i error
(1)
linear model
(1)
equivalence class
(1)
markov blanket
(1)
conditional independence
(1)
self-supervised learning
(1)
structure learning
(1)
scoring function
(1)
independent component analysis
(1)
Papers
Latent Variable Causal Discovery under Selection Bias
ICML 2025
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
ICML 2025
Type Information-Assisted Self-Supervised Knowledge Graph Denoising
AISTATS 2025
When Selection Meets Intervention: Additional Complexities in Causal Discovery
ICLR 2025
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View
ICLR 2024
Local Causal Discovery with Linear non-Gaussian Cyclic Models
AISTATS 2024
On Causal Discovery in the Presence of Deterministic Relations
NeurIPS 2024
Score-Based Causal Discovery of Latent Variable Causal Models
ICML 2024
Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models
NeurIPS 2022