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Chaowen Hu

2 accepted papers

2025

Small Models are LLM Knowledge Triggers for Medical Tabular Prediction

ICLR 2025poster

Recent development in large language models (LLMs) has demonstrated impressive domain proficiency on unstructured textual or multi-modal tasks. However, despite with intrinsic world knowledge, their application on structured tabular data prediction still lags behind, primarily due to the numerical i…

2023

Sample-efficient Multi-objective Molecular Optimization with GFlowNets

NeurIPS 2023poster

Many crucial scientific problems involve designing novel molecules with desired properties, which can be formulated as a black-box optimization problem over the *discrete* chemical space. In practice, multiple conflicting objectives and costly evaluations (e.g., wet-lab experiments) make the *divers…