3 papers
cs.LG2026
Plasticity of Growing and Elastic Neural Networks in Online Continual Learning
Jeong Min Kong, Richard S. Sutton
Neural networks that can grow or both grow and shrink during learning, referred to as growing neural networks and elastic neural networks, respectively, have recently been explored…
eess.SP2025
Satellite Assignment Policy Learning for Coexistence in LEO Networks
Jeong Min Kong, Eunsun Kim, Ian P. Roberts
Unlike in terrestrial cellular networks, certain frequency bands for low-earth orbit (LEO) satellite systems have thus far been allocated on a non-exclusive basis. In this context,…
eess.SP2024
Active Beam Learning for Full-Duplex Wireless Systems
Jeong Min Kong, Ian P. Roberts
In this paper, we present a novel active beam learning method for in-band full-duplex wireless systems, that aims to design transmit and receive beams which suppress self-interfere…