Author

Ziyang Song

h-index 4 View on Semantic Scholar

We have 2 of 18 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Patients-like-me: A Variational LM--GNN Framework for Explainable Clinical Prediction

Language models (LMs) offer strong textual representations for electronic health records (EHRs), but they encode patient sequences in isolation and provide limited explainability. Graph neural networks (GNNs) complement LMs by incorporating inter-patient relationships and enabling reference-patient attribution, yet the...

Xin-Yu Wang, Yi-Xuan Li, Han-Wei Wu et al. · 0 citations

Preprint Aug 2026

DoctorAgents: an agentic framework to iteratively refine AutoML pipeline for small clinical temporal data

DoctorAgents is proposed, an agentic AI framework that autonomously constructs and optimizes end-to-end ML pipelines through specialized large language model (LLM) agents for generation, validation, and refinement.

Ruilin Wang, Bo-Hong Wang, Elizabeth Kourbatski et al. · 1 citation