Minji Lee

Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space

2024 · arXiv (Cornell University)

Proteins are complex molecules responsible for different functions in nature. Enhancing the functionality of proteins and cellular fitness can significantly impact various industries. However, protein optimization using computational methods remains challenging, especially when starting from …

Korean News Summarization with Contrasts by Augmenting Counterfactual Data

2024

We introduce a method utilizing counterfactual data to increase performance for an abstractive summarization with contrasts. Previous summarization studies concentrate on summary generation given only input text; however, our method incorporates counterfactual data that includes …