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Hyunmin Cheong

3 accepted papers

2025

Deep Generative Model for Mechanical System Configuration Design

AAAI 2025technical

Generative AI has made remarkable progress in addressing various design challenges. One prominent area where generative AI could bring significant value is in engineering design. In particular, selecting an optimal set of components and their interfaces to create a mechanical system that meets desig…

2025

Physics Context Builders: A Modular Framework for Physical Reasoning in Vision-Language Models

ICCV 2025poster

Physical reasoning remains a significant challenge for Vision-Language Models (VLMs). This limitation arises from an inability to translate learned knowledge into predictions about physical behavior. Although continual fine-tuning can mitigate this issue, it is expensive for large models and impract…

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