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Yepeng Huang

2 accepted papers

2026

Controllable Sequence Editing for Biological and Clinical Trajectories

ICLR 2026poster

Conditional generation models for longitudinal sequences can produce new or modified trajectories given a conditioning input. However, they often lack control over when the condition should take effect (timing) and which variables it should influence (scope). Most methods either operate only on univ…

Cited by 0SourcecodeScholar
2025

Multimodal Medical Code Tokenizer

ICML 2025poster

Foundation models trained on patient electronic health records (EHRs) require tokenizing medical data into sequences of discrete vocabulary items. Existing tokenizers treat medical codes from EHRs as isolated textual tokens. However, each medical code is defined by its textual description, its posit…

Cited by 4SourcePDFScholar