Dayeon Kang
강다연 [cv]
MS/PhD in University of Massachusetts, Amherst, US
B.S. student in Ewha Womans University, Seoul, Korea
dayeonkang AT umass.edu
I am a MS/PhD student in University of Massachusetts Amherst. Currently, I’m working in The Secure, Private Internet Research Group (SPIN) under professor Amir Houmansadr.
Research Interests
My research interests are focused on computer networks and distributed systems using deep learning approach. Recently, offering real-time streaming to the user is my new interest. In more detail, I’m interested in:
- AI-driven Network
- Computer Networks
- Distributed Systems
- Edge Computing
- Federated Learning
- Deep-learning
- Real-time Video Streaming
- Network Security
- Internet of Things
Publications
- J. Yoon, Y. You, Dayeon Kang, J. Kim, and H. Lee, Research on RSSI map inference for indoor localization using generative models, IEEE SECON, 2024.
- Y. You, Dayeon Kang, J. Yoon, and H. Lee, Research on indoor localization using signal propagation noise with DNN in obstructed area, Under review at Percom, 2025.
- Dayeon Kang, J. Kim, D. Kim, H. Kim, and K. Chae, Grape Grade Discrimination System using Step-by-step Deep Learning Model and Drone Path Planning Algorithm, Korea Computer Congress 2022 (poster presentation)
Dayeon Kang 