Gongxu Luo
5 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Research topics
Keywords
representation learning
(1)
structure learning
(1)
multimodal learning
(1)
conditional independence
(1)
data privacy
(1)
latent variable
(1)
node embedding
(1)
heterogeneous data
(1)
conditional independence test
(1)
markov property
(1)
causal representation learning
(1)
identifiability guarantee
(1)
selection bia
(1)
biomedical data
(1)
equivalence class
(1)
federated causal discovery
(1)
graph entropy
(1)
causal graphical model
(1)
single-cell rna sequencing
(1)
soft intervention
(1)
Papers
Causal Representation Learning from Multimodal Biomedical Observations
ICLR 2025
When Selection Meets Intervention: Additional Complexities in Causal Discovery
ICLR 2025
Federated Causal Discovery from Heterogeneous Data
ICLR 2024
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View
ICLR 2024
Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks
IJCAI 2021