The Artificial Intelligence Privacy and Optimization (AIPO) Lab is a research group at Kennesaw State University dedicated to advancing the science of trustworthy artificial intelligence. Our mission is to develop new theories and systems that respect user privacy, leverage data efficiently and optimise performance across diverse computing platforms. We draw on methods from federated learning, deep learning model compression techniques, ensemble learning, explainable AI, large language models (LLMs), retrieval-augmented generation (RAG) technologies, and quantum computing to address real‑world challenges.
By bridging the gap between theory and practice, our lab aims to make next‑generation intelligent systems more secure, robust and socially responsible. Students and collaborators work together on interdisciplinary projects that push the boundaries of what is possible in privacy‑preserving learning and optimisation.
