Minhae Kwon

According to our database, Minhae Kwon authored at least 30 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The Impact of Dataset on Offline Reinforcement Learning Performance in UAV-Based Emergency Network Recovery Tasks.

Jeyeon Eo, Dongsu Lee, Minhae Kwon

IEEE Commun. Lett., May, 2024

AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Dataset.

Dongsu Lee, Chanin Eom, Minhae Kwon

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

Stability Analysis in Mixed-Autonomous Traffic With Deep Reinforcement Learning.

Dongsu Lee, Minhae Kwon

IEEE Trans. Veh. Technol., March, 2023

Reproduction Factor Based Latent Epidemic Model Inference: A Data-Driven Approach Using COVID-19 Datasets.

Sujin Ahn, Minhae Kwon

IEEE J. Biomed. Health Informatics, March, 2023

Foresighted Decisions for Inter-Vehicle Interactions: An Offline Reinforcement Learning Approach.

Dongsu Lee, Minhae Kwon

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Hierarchical Detection of Network Anomalies : A Self-Supervised Learning Approach.

Hyoseon Kye, Miru Kim, Minhae Kwon

IEEE Signal Process. Lett., 2022

ADAS-RL: Safety learning approach for stable autonomous driving.

Dongsu Lee, Minhae Kwon

ICT Express, 2022

Curriculum Reinforcement Learning for Cohesive Team in Mobile Ad Hoc Networks.

Nayoung Kim, Minhae Kwon, Hyunggon Park

IEEE Commun. Lett., 2022

Partial federated learning based network intrusion system for mobile devices: poster.

Hyoseon Kye, Minhae Kwon

Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022

Hierarchical Autoencoder for Network Intrusion Detection.

Hyoseon Kye, Miru Kim, Minhae Kwon

Proceedings of the IEEE International Conference on Communications, 2022

2020

Non-iterative Coordinated Beamforming for Multicell MIMO Heterogeneous Networks.

Minhae Kwon, Hyunggon Park

Wirel. Pers. Commun., 2020

Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics.

Minhae Kwon, Saurabh Daptardar, Paul R. Schrater, Xaq Pitkow

CoRR, 2020

Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics.

Minhae Kwon, Saurabh Daptardar, Paul R. Schrater, Zachary Pitkow

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Network Coding Based Evolutionary Network Formation for Dynamic Wireless Networks.

Minhae Kwon, Hyunggon Park

IEEE Trans. Mob. Comput., 2019

Distributed topology design for network coding deployed networks.

Minhae Kwon, Hyunggon Park

Signal Process., 2019

2018

Learning to Activate Relay Nodes: Deep Reinforcement Learning Approach.

Minhae Kwon, Juhyeon Lee, Hyunggon Park

CoRR, 2018

Systematic network coding based reliable real-time multimedia streaming system.

Minhae Kwon, Hyojin Kim, Insoo Zhang, Singyu Bai, Hyunggon Park

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

2017

Distributed Network Formation Strategy for Network Coding Based Wireless Networks.

Minhae Kwon, Hyunggon Park

IEEE Signal Process. Lett., 2017

Distributed Topology Design for Network Coding Deployed Large-scale Sensor Networks.

Minhae Kwon, Hyunggon Park

CoRR, 2017

An architecture of IPTV networks based on network coding.

Minhae Kwon, Jungmin Kwon, Byungchul Park, Hyunggon Park

Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

Analysis on decoding error rate of systematic network coding.

Minhae Kwon, Hyunggon Park

Proceedings of the IEEE International Conference on Consumer Electronics, 2017

Network coding-based distributed network formation game for multi-source multicast networks.

Minhae Kwon, Hyunggon Park

Proceedings of the IEEE International Conference on Communications, 2017

2016

Approximate decoding for network coded inter-dependent data.

Minhae Kwon, Hyunggon Park, Nikolaos Thomos, Pascal Frossard

Signal Process., 2016

The Impact of Network Coding Cluster Size on Approximate Decoding Performance.

Minhae Kwon, Hyunggon Park

KSII Trans. Internet Inf. Syst., 2016

The cluster formation strategies for approximate decoding in IoT networks.

Minhae Kwon, Hyunggon Park

Proceedings of the 2016 International Conference on Information Networking, 2016

2015

Energy-efficient data transmission strategy for network coded bidirectional De Bruijn networks.

Jungmin Kwon, Minhae Kwon, Hyunggon Park

Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015

2014

Compressed network coding: Overcome all-or-nothing problem in finite fields.

Minhae Kwon, Hyunggon Park, Pascal Frossard

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Implementation of approximate decoding algorithm over TCP/IP.

Jungmin Kwon, Minhae Kwon, Byungchul Park, Hyunggon Park

Proceedings of the Sixth International Conference on Ubiquitous and Future Networks, 2014

Approximate recovery of network coded real-time information.

Minhae Kwon, Hyunggon Park

Proceedings of the International Conference on Information Networking 2014, 2014

2012

Improved approximate decoding based on position information matrix.

Minhae Kwon, Hyunggon Park, Pascal Frossard

Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012