Research Grants
The Knowledge Infused AI and Inference Lab (KAI2 Lab) at UMBC is proud to be supported by generous funding from various agencies. These grants enable us to pursue cutting-edge research in artificial intelligence, pushing the boundaries of what's possible in knowledge representation, causal inference, and human-AI collaboration. Below is a list of our active and recently completed projects.
Hyper local air quality - AI-enabled context-aware content system
This project focuses on developing AI-enabled systems for monitoring and reporting hyper-local air quality, providing context-aware information to communities.
MetamorphicLLM: Robust Understanding of Metamorphic Malware through Attacks and Defenses
This research explores novel approaches to detect and defend against metamorphic malware using neurosymbolic large language models, combining symbolic reasoning with neural networks.
SAFEX: SAFe and EXplainable Question Generation in Depression-related Conversations
This project develops safe and explainable AI systems for generating appropriate questions in mental health conversations, specifically focused on depression support.