Name: Yanyu Li Title: Accelerating Large Scale Generative AI: a Comprehensive Study Date: 8/16/2024 Time: 11:00:00 AM Committee Members: Prof. Yanzhi Wang (Advisor) Prof. David Kaeli Prof. Kaushik Chowdhury Abstract: We have witnessed the great success of deep learning in various domains, such as the emerging large language models (LLMs) and Artificial General Intelligence (AGI), […]

Name: Yufei Feng Title: Beam Management in Operational 5G mmWave Networks Date: 8/13/2024 Time: 2:00:00 PM Committee Members: Prof. Dimitrios Koutsonikolas (Advisor) Prof. Josep Jornet Prof. Mallesham Dasari Abstract: Due to the directional nature of mmWave signal propagation, beam management plays a critical role in the performance of 5G mmWave deployments. However, the details of beam management […]

Name: Gözde Özcan Title: Learning and Optimizing Set Functions Date: 8/12/2024 Time: 10:00:00 AM Location: EXP 601 Committee Members: Prof. Stratis Ioannidis (Advisor) Prof. Jennifer Dy Prof. Evimaria Terzi Abstract: Learning and optimizing set functions play a crucial role in the artificial intelligence research as various problems of interest can be characterized with set inputs and/or outputs. […]