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Minhae Kwon
Observed name:
Kwon, Minhae
Institutions:
Soongsil University,
Sungkyunkwan University
Observed institutions:
Ewha Womans University,
Soongsil University,
Baylor College of Medicine,
Rice University,
Sungkyunkwan University
ORCID:
0000-0002-8807-3719
Observed ORCID:
0000-0002-8807-3719
OpenAlex ID:
A5032094381
Intelligent IoT Connectivity: Deep Reinforcement Learning Approach
2019
·
Minhae Kwon
, Juhyeon Lee
, et al.
·
IEEE Sensors Journal
·
56
PDF
Hierarchical Detection of Network Anomalies : A Self-Supervised Learning Approach
2022
·
Hyoseon Kye
, Miru Kim
, et al.
·
IEEE Signal Processing Letters
·
33
Rational thoughts in neural codes
2020
·
Zhengwei Wu
, Minhae Kwon
, et al.
·
Proceedings of the National Academy of Sciences
·
28
PDF
Stability Analysis in Mixed-Autonomous Traffic With Deep Reinforcement Learning
2022
·
Dongsu Lee
, Minhae Kwon
·
IEEE Transactions on Vehicular Technology
·
27
Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics
2020
·
Kwon, Minhae
, Daptardar, Saurabh
, et al.
·
PubMed
·
22
AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Dataset
2024
·
Dongsu Lee
, Chanin Eom
, et al.
·
Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
·
15
PDF
ADAS-RL: Safety learning approach for stable autonomous driving
2022
·
Dongsu Lee
, Minhae Kwon
·
ICT Express
·
13
PDF
The Impact of Dataset on Offline Reinforcement Learning Performance in UAV-Based Emergency Network Recovery Tasks
2023
·
Jeyeon Eo
, Dongsu Lee
, et al.
·
IEEE Communications Letters
·
10
Analysis on decoding error rate of systematic network coding
2017
·
Minhae Kwon
, Hyunggon Park
·
International Conference on Consumer Electronics
·
10
Compressed network coding: Overcome all-or-nothing problem in finite fields
2014
·
Minhae Kwon
, Hyunggon Park
, et al.
·
IEEE Wireless Communications and Networking Conference
·
10
Network Coding Based Evolutionary Network Formation for Dynamic Wireless Networks
2018
·
Minhae Kwon
, Hyunggon Park
·
IEEE Transactions on Mobile Computing
·
9
PDF
Distributed Network Formation Strategy for Network Coding Based Wireless Networks
2017
·
Minhae Kwon
, Hyunggon Park
·
IEEE Signal Processing Letters
·
9
Episodic Future Thinking With Offline Reinforcement Learning for Autonomous Driving
2025
·
Dongsu Lee
, Minhae Kwon
·
IEEE Internet of Things Journal
·
8
Selective imitation for efficient online reinforcement learning with pre-collected data
2024
·
Chanin Eom
, Dongsu Lee
, et al.
·
ICT Express
·
7
Hierarchical Autoencoder for Network Intrusion Detection
2022
·
Hyoseon Kye
, Miru Kim
, et al.
·
International Conference on Communications
·
7
An improved approximate decoding with correlated sources
2011
·
Minhae Kwon
, Hyunggon Park
·
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
·
7
Partial federated learning based network intrusion system for mobile devices
2022
·
Hyoseon Kye
, Minhae Kwon
·
ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc)
·
6
Approximate decoding for network coded inter-dependent data
2015
·
Minhae Kwon
, Hyunggon Park
, et al.
·
Signal Processing
·
6
PDF
Instant Inverse Modeling of Stochastic Driving Behavior With Deep Reinforcement Learning
2024
·
Dongsu Lee
, Minhae Kwon
·
IEEE Transactions on Consumer Electronics
·
5
Distributed topology design for network coding deployed networks
2019
·
Minhae Kwon
, Hyunggon Park
·
Signal Processing
·
5
PDF
Improved approximate decoding based on position information matrix
2012
·
Minhae Kwon
, Hyunggon Park
, et al.
·
IEEE Symposium on Computers and Communications (ISCC)
·
5
Reproduction Factor Based Latent Epidemic Model Inference: A Data-Driven Approach Using COVID-19 Datasets
2022
·
Sujin Ahn
, Minhae Kwon
·
IEEE Journal of Biomedical and Health Informatics
·
4
An architecture of IPTV networks based on network coding
2017
·
Minhae Kwon
, Jungmin Kwon
, et al.
·
International Conference on Ubiquitous and Future Networks
·
4
Network coding-based distributed network formation game for multi-source multicast networks
2017
·
Minhae Kwon
, Hyunggon Park
·
International Conference on Communications
·
4
Scenario-Free Autonomous Driving With Multi-Task Offline-to-Online Reinforcement Learning
2025
·
Dongsu Lee
, Minhae Kwon
·
IEEE Transactions on Intelligent Transportation Systems
·
3
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Works count:
81
Citation count:
364
H-index:
10
I10-index:
10
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