Publications

Preprints

No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery
Xiaoxue Han, Pengfei Hu, Jun-En Ding, Chang Lu, Feng Liu, Yue Ning

Conferences

[AISTATS, 2025] DeCaf: A Causal Decoupling Framework for OOD Generalization on Node Classification [Paper]
Xiaoxue Han, Huzefa Rangwala, Yue Ning

[NeurIPS, 2024] A Topology-aware Graph Coarsening Framework for Continual Graph Learning [Paper] [GitHub]
Xiaoxue Han, Zhuo Feng, Yue Ning

[ICDM, 2022] Text-enhanced Multi-Granularity Temporal Graph Learning for Event Prediction [Paper] [GitHub]
Xiaoxue Han, Yue Ning

[IEEE BigData, 2024] MPLite: Multi-Aspect Pretraining for Mining Clinical Health Records [Paper]
Eric Yang, Pengfei Hu, Xiaoxue Han, Yue Ning
BigData’24 Workshop on Big Data and AI for Healthcare

[IDETC, 2020] Autonomous Cricothyroid Membrane Detection Using Neural Networks for First-Aid Surgical Airway Management
Xiaoxue Han, Hailin Ren, Pinhas Ben-Tzvi

Journals

[Journal of Medical Devices, 2023] Autonomous Cricothyroid Membrane Detection and Manipulation Using Neural Networks and a Robot Arm for First-Aid Airway Management
Xiaoxue Han, Hailin Ren, Jingyuan Qi, Pinhas Ben-Tzvi