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Focus Areas

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My current research focus spans the following three areas:

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​Trustworthy & Tiny Artificial Intelligence for 6G

• Efficient and Accelerated AI​

• Foundation Models for 6G

• Generalizable and Data & Label Efficient AI 

• Safe & Generalizable Reinforcement Learning for Dynamic Environments
   

Joint Sensing & Communications (JSAC)

• Multimodal and Distributed Low-Cost JSAC

• AI for Data & Label-Efficient JSAC 

• WiFi Sensing for Human Vital Signs

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Applications: Immersive Communications & BCIs

• Efficient Dynamic Neural Radiance Fields (NeRF)

• Compression for Stereoscopic 8K Virtual Reality Streaming

• Transfer learning to improve Pediatric Brain-Computer Interfaces for Children

• Generative AI and Foundation Models for BCI