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Trung Quoc Nguyen

2 accepted papers

2026

FACET: A Fragment-Aware Conformer Ensemble Transformer

ICLR 2026poster

Accurately predicting molecular properties requires effective integration of structural information from both 2D molecular graphs and their corresponding equilibrium conformer ensembles. In this work, we propose FACET, a scalable Structure-Aware Graph Transformer that efficiently aggregates features…

Cited by 0SourceScholar
2025

ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models

NeurIPS 2025poster

State-of-the-art medical multi-modal LLMs (med-MLLMs), such as LLaVA-Med and BioMedGPT, primarily depend on scaling model size and data volume, with training driven largely by autoregressive objectives. However, we reveal that this approach can lead to weak vision-language alignment, making these mo…

Cited by 0SourceScholar