111 citations · 295 across the 63 of their papers we have counts for
4 papers · 1 filter
Energy-Efficient Downlink Semantic Generative Communication with Text-to-Image Generators
Hyein Lee, Jihong Park, Sooyoung Kim +1
In this paper, we introduce a novel semantic generative communication (SGC) framework, where generative users leverage text-to-image (T2I) generators to create images locally from…
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach
Liyan Xu, Chenwei Zhang, Xian Li +2
We present a new task setting for attribute mining on e-commerce products, serving as a practical solution to extract open-world attributes without extensive human intervention. Ou…
Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning
Shraman Pal, Mansi Uniyal, Jihong Park +5
In recent years, there have been great advances in the field of decentralized learning with private data. Federated learning (FL) and split learning (SL) are two spearheads possess…
Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction
Abanoub M. Girgis, Hyowoon Seo, Jihong Park +2
Remote state monitoring over wireless is envisaged to play a pivotal role in enabling beyond 5G applications ranging from remote drone control to remote surgery. One key challenge…