معرفی
Yi Ding is a tenure-track Assistant Professor of Computer Science at Georgia State University. He leads a research group focusing on multimodal machine learning and human-computer interaction, particularly in understanding human behavior through technology. His work emphasizes applications in healthcare, education, and community benefits. Before academia, he had extensive industry experience as an engineer and researcher.
Education
- B.S. in Computer Science and Mathematics, University of Massachusetts Amherst (2011)
- M.S. in Computer Science, University of California Santa Barbara (2021)
- Ph.D. in Computer Science, University of California Santa Barbara (2022)
Research Interests
Dr. Ding explores how technologies can interpret human behavior and social signals to improve health, education, and community systems. His work addresses challenges in multimodal data fusion, label noise robustness, and ethical AI design. Key areas include:
- Multimodal machine learning frameworks
- Human-centric AI ethics
- Data augmentation strategies for noisy labels
- Gesture-based interfaces
- Bio-signal authentication systems
Professional Activity
His research bridges academia and industry, with contributions to VR/AR systems, health monitoring technologies, and adaptive user interfaces. He collaborates with interdisciplinary teams to address real-world challenges through innovative machine learning approaches.
