Minhae Kwon

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 28

Top Topics

Wireless Networks

Network Intrusion

Partially Observable Domains

Top Venues

IEEE Signal Process. Lett.

Publications

Jeyeon Eo, Dongsu Lee, Minhae Kwon
The Impact of Dataset on Offline Reinforcement Learning Performance in UAV-Based Emergency Network Recovery Tasks. IEEE Commun. Lett. 28 (5) (2024)
Dongsu Lee, Chanin Eom, Minhae Kwon
AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Dataset. ICRA (2024)
Dongsu Lee, Chanin Eom, Minhae Kwon
AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Dataset. CoRR (2024)
Sujin Ahn, Minhae Kwon
Reproduction Factor Based Latent Epidemic Model Inference: A Data-Driven Approach Using COVID-19 Datasets. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Dongsu Lee, Minhae Kwon
Stability Analysis in Mixed-Autonomous Traffic With Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 72 (3) (2023)
Dongsu Lee, Minhae Kwon
Foresighted Decisions for Inter-Vehicle Interactions: An Offline Reinforcement Learning Approach. ITSC (2023)
Nayoung Kim, Minhae Kwon, Hyunggon Park
Curriculum Reinforcement Learning for Cohesive Team in Mobile Ad Hoc Networks. IEEE Commun. Lett. 26 (8) (2022)
Hyoseon Kye, Minhae Kwon
Partial federated learning based network intrusion system for mobile devices: poster. MobiHoc (2022)
Hyoseon Kye, Miru Kim, Minhae Kwon
Hierarchical Autoencoder for Network Intrusion Detection. ICC (2022)
Hyoseon Kye, Miru Kim, Minhae Kwon
Hierarchical Detection of Network Anomalies : A Self-Supervised Learning Approach. IEEE Signal Process. Lett. 29 (2022)
Dongsu Lee, Minhae Kwon
ADAS-RL: Safety learning approach for stable autonomous driving. ICT Express 8 (3) (2022)
Minhae Kwon, Saurabh Daptardar, Paul R. Schrater, Xaq Pitkow
Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics. CoRR (2020)
Minhae Kwon, Hyunggon Park
Non-iterative Coordinated Beamforming for Multicell MIMO Heterogeneous Networks. Wirel. Pers. Commun. 112 (2) (2020)
Minhae Kwon, Saurabh Daptardar, Paul R. Schrater, Zachary Pitkow
Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics. NeurIPS (2020)
Minhae Kwon, Hyunggon Park
Network Coding Based Evolutionary Network Formation for Dynamic Wireless Networks. IEEE Trans. Mob. Comput. 18 (6) (2019)
Minhae Kwon, Hyunggon Park
Distributed topology design for network coding deployed networks. Signal Process. 165 (2019)
Minhae Kwon, Juhyeon Lee, Hyunggon Park
Learning to Activate Relay Nodes: Deep Reinforcement Learning Approach. CoRR (2018)
Minhae Kwon, Hyojin Kim, Insoo Zhang, Singyu Bai, Hyunggon Park
Systematic network coding based reliable real-time multimedia streaming system. ICCE (2018)
Minhae Kwon, Hyunggon Park
Distributed Topology Design for Network Coding Deployed Large-scale Sensor Networks. CoRR (2017)
Minhae Kwon, Jungmin Kwon, Byungchul Park, Hyunggon Park
An architecture of IPTV networks based on network coding. ICUFN (2017)
Minhae Kwon, Hyunggon Park
Network Coding Based Evolutionary Network Formation for Dynamic Wireless Networks. CoRR (2017)
Minhae Kwon, Hyunggon Park
Analysis on decoding error rate of systematic network coding. ICCE (2017)
Minhae Kwon, Hyunggon Park
Distributed Network Formation Strategy for Network Coding Based Wireless Networks. IEEE Signal Process. Lett. 24 (4) (2017)
Minhae Kwon, Hyunggon Park
Network coding-based distributed network formation game for multi-source multicast networks. ICC (2017)
Minhae Kwon, Hyunggon Park
The Impact of Network Coding Cluster Size on Approximate Decoding Performance. KSII Trans. Internet Inf. Syst. 10 (3) (2016)
Minhae Kwon, Hyunggon Park
The cluster formation strategies for approximate decoding in IoT networks. ICOIN (2016)
Minhae Kwon, Hyunggon Park, Nikolaos Thomos, Pascal Frossard
Approximate decoding for network coded inter-dependent data. Signal Process. 120 (2016)
Jungmin Kwon, Minhae Kwon, Hyunggon Park
Energy-efficient data transmission strategy for network coded bidirectional De Bruijn networks. ICUFN (2015)
Minhae Kwon, Hyunggon Park, Pascal Frossard
Compressed network coding: Overcome all-or-nothing problem in finite fields. WCNC (2014)
Minhae Kwon, Hyunggon Park
Approximate recovery of network coded real-time information. ICOIN (2014)
Jungmin Kwon, Minhae Kwon, Byungchul Park, Hyunggon Park
Implementation of approximate decoding algorithm over TCP/IP. ICUFN (2014)
Minhae Kwon, Hyunggon Park, Pascal Frossard
Improved approximate decoding based on position information matrix. ISCC (2012)