Heasung Kim

20 papers A* 1B 5Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Residual Diffusion Models for Variable-Rate Joint Source-Channel Coding of MIMO CSI.
IEEE J. Sel. Areas Commun.
Sravan Kumar Ankireddy, Heasung Kim, Joonyoung Cho, Hyeji Kim
2025 J jnl
DiffLoc: Diffusion Model-Based High-Precision Positioning for 6G Networks.
CoRR
Taekyun Lee, Tommaso Balercia, Heasung Kim, Hyeji Kim, Jeffrey G. Andrews
2025 J jnl
Fundamental Limits to Exploiting Side Information for CSI Feedback in Wireless Systems.
IEEE J. Sel. Areas Commun.
Heasung Kim, Gustavo de Veciana, Hyeji Kim
2025 — conf
Generative Diffusion Model-Based Compression of MIMO CSI.
ICC
Heasung Kim, Taekyun Lee, Hyeji Kim, Gustavo de Veciana, Mohamed Amine Arfaoui, Asil Koç, Philip Pietraski, Guodong Zhang, John Kaewell
2025 J jnl
Generative Diffusion Model-based Compression of MIMO CSI.
CoRR
Heasung Kim, Taekyun Lee, Hyeji Kim, Gustavo de Veciana, Mohamed Amine Arfaoui, Asil Koç, Philip Pietraski, Guodong Zhang, John Kaewell
2025 J jnl
Importance Sampling via Score-based Generative Models.
CoRR
Heasung Kim, Taekyun Lee, Hyeji Kim, Gustavo de Veciana
2025 — conf
Residual Diffusion Models for Joint Source Channel Coding of MIMO CSI.
IEEECONF
Sravan Kumar Ankireddy, Heasung Kim, Hyeji Kim
2025 J jnl
Residual Diffusion Models for Variable-Rate Joint Source Channel Coding of MIMO CSI.
CoRR
Sravan Kumar Ankireddy, Heasung Kim, Hyeji Kim
2024 A* conf
Clustered Federated Learning via Gradient-based Partitioning.
ICML
Heasung Kim, Hyeji Kim, Gustavo de Veciana
2024 B conf
Estimation of Rate- Distortion Function for Computing with Decoder Side Information.
ISIT
Heasung Kim, Hyeji Kim, Gustavo de Veciana
2023 J jnl
Learning RL-Policies for Joint Beamforming Without Exploration: A Batch Constrained Off-Policy Approach.
CoRR
Heasung Kim, Sravan Kumar Ankireddy
2022 B conf
Learning Variable-Rate Codes for CSI Feedback.
GLOBECOM
Heasung Kim, Hyeji Kim, Gustavo de Veciana
2021 J jnl
Optimized Shallow Neural Networks for Sum-Rate Maximization in Energy Harvesting Downlink Multiuser NOMA Systems.
IEEE J. Sel. Areas Commun.
Heasung Kim, Taehyun Cho, Jungwoo Lee, Wonjae Shin, H. Vincent Poor
2021 J jnl
Shallow Reinforcement Learning for Energy Harvesting Communications With Imperfect Channel Knowledge.
IEEE J. Sel. Top. Signal Process.
Heasung Kim, Jungwoo Lee, Wonjae Shin, H. Vincent Poor
2020 B conf
An Efficient Neural Network Architecture for Rate Maximization in Energy Harvesting Downlink Channels.
ISIT
Heasung Kim, Taehyun Cho, Jungwoo Lee, Wonjae Shin, H. Vincent Poor
2020 J jnl
On the Design of Tailored Neural Networks for Energy Harvesting Broadcast Channels: A Reinforcement Learning Approach.
IEEE Access
Heasung Kim, Jungtai Kim, Wonjae Shin, Heecheol Yang, Nayoung Lee, Seong Jin Kim, Jungwoo Lee
2020 — conf
RL-Based Transmission Completion Time Minimization with Energy Harvesting for Time-Varying Channels.
ICC Workshops
Heasung Kim, Wonjae Shin, Heecheol Yang, Jungwoo Lee
2019 B conf
Rate Maximization with Reinforcement Learning for Time-Varying Energy Harvesting Broadcast Channels.
GLOBECOM
Heasung Kim, Wonjae Shin, Heecheol Yang, Nayoung Lee, Jungwoo Lee
2018 — conf
A Deep Learning Approach for Automotive Radar Interference Mitigation.
VTC Fall
Jiwoo Mun, Heasung Kim, Jungwoo Lee
2018 B conf
Action-Bounding for Reinforcement Learning in Energy Harvesting Communication Systems.
GLOBECOM
Heasung Kim, Heecheol Yang, Yeongmo Kim, Jungwoo Lee