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Zibo Liu

4 accepted papers

2026

Temporally Detailed Hypergraph Neural ODE for Disease Progression Modeling

ICLR 2026poster

Disease progression modeling aims to characterize and predict how a patient's disease complications worsen over time based on longitudinal electronic health records (EHRs). Accurate modeling of disease progression, such as type 2 diabetes, can enhance patient sub-phenotyping and inform effective and…

Cited by 0SourceScholar
2025

CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes

ICML 2025poster

Over 40\% of the global population lives within 100 kilometers of the coast, which contributes more than \$8 trillion annually to the global economy. Unfortunately, coastal ecosystems are increasingly vulnerable to more frequent and intense extreme weather events and rising sea levels. Coastal scien…

2025

DeBeauty: A Joint Framework for Facial Beautification Removal Based on Spatial Collaborative Adaptation and Hyperplane Relocation

ICASSP 2025accepted

Facial beautification removal presents a formidable inverse challenge due to the inherent diversity and unpredictability of beautification processes. Current methodologies often fall short in effectively restoring facial structural alterations and preserving texture features during makeup removal. T…

Cited by 0SourceScholar
2025

XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications

AAAI 2025technical

Adverse clinical events related to unsafe care are among the top ten causes of death in the U.S. Accurate modeling and prediction of clinical events from electronic health records (EHRs) play a crucial role in patient safety enhancement. An example is modeling de facto care pathways that characteriz…