Haoyue Dai
9 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(10)
🌉
Interdisciplinary Bridge
👑
Triple Crown
Conferences
ICML (3)
AISTATS (2)
ICLR (2)
NIPS (2)
Top co-authors
Keywords
causal discovery
(3)
linear non-gaussian model
(2)
independence testing
(1)
local structure
(1)
linear model
(1)
markov blanket
(1)
score-based method
(1)
cyclic model
(1)
causal strength
(1)
exact search
(1)
measurement error
(1)
greedy equivalent search
(1)
independent component analysis
(1)
deterministic relation
(1)
graph structure
(1)
Papers
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
ICML 2025
When Selection Meets Intervention: Additional Complexities in Causal Discovery
ICLR 2025
Type Information-Assisted Self-Supervised Knowledge Graph Denoising
AISTATS 2025
Latent Variable Causal Discovery under Selection Bias
ICML 2025
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View
ICLR 2024
On Causal Discovery in the Presence of Deterministic Relations
NIPS 2024
Local Causal Discovery with Linear non-Gaussian Cyclic Models
AISTATS 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
NIPS 2022