Soheila Molaei
7 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
AISTATS (5)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
data-view heterogeneity
(2)
causal inference
(2)
electronic health record
(2)
federated learning
(2)
deep learning
(1)
message passing
(1)
observational study
(1)
data heterogeneity
(1)
node classification
(1)
treatment effect estimation
(1)
graph attention network
(1)
temporal graph
(1)
counterfactual inference
(1)
conditional average treatment effect
(1)
neuro-symbolic learning
(1)
temporal graph attention
(1)
individualized treatment effect
(1)
deep learning framework
(1)
soft weight sharing
(1)
treatment group
(1)
Papers
Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling
AAAI 2026
Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation
AISTATS 2025
Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation
AISTATS 2025
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation
AISTATS 2024
Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks
AISTATS 2024
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels
NIPS 2023
Adversarial De-confounding in Individualised Treatment Effects Estimation
AISTATS 2023