The Language Understanding and Knowledge Acquisition (LUKA) Lab is directed by Dr. Muhao Chen. Our research focuses on robust and accountable machine learning methods for natural language processing and multi-modal data processing. Most recently, we have been focusing on robustness and safety problems with large (multi-modal) language models and foundation model agents. Our long-term goal is to develop robust, generalizable and trustworthy learning systems that help machines understand nature.