Xiaoxue Han
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
graph neural network
(2)
electronic health record
(2)
causal discovery
(1)
out-of-distribution generalization
(1)
knowledge base
(1)
distribution shift
(1)
node classification
(1)
structural causal model
(1)
treatment planning
(1)
retrieval-augmented generation
(1)
graph coarsening
(1)
interpretable prediction
(1)
clinical assessment
(1)
topology preservation
(1)
large language model
(1)
continual learning
(1)
medical plan generation
(1)
catastrophic forgetting
(1)
Papers
DeCaf: A Causal Decoupling Framework for OOD Generalization on Node Classification
AISTATS 2025
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation
ACL 2025
No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery
EMNLP 2025
A Topology-aware Graph Coarsening Framework for Continual Graph Learning
NeurIPS 2024