Junsu Kim

Orcid: 0000-0001-9583-7978

According to our database1, Junsu Kim authored at least 96 papers between 2004 and 2024.

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Bibliography

2024
HiMAQ: Hierarchical multi-agent Q-learning-based throughput and fairness improvement for UAV-Aided IoT networks.
J. Netw. Comput. Appl., March, 2024

Holistic Molecular Representation Learning via Multi-view Fragmentation.
Trans. Mach. Learn. Res., 2024

Unsupervised-to-Online Reinforcement Learning.
CoRR, 2024

VPOcc: Exploiting Vanishing Point for Monocular 3D Semantic Occupancy Prediction.
CoRR, 2024

VLM-PL: Advanced Pseudo Labeling approach Class Incremental Object Detection with Vision-Language Model.
CoRR, 2024

Performance Enhancement of C-V2X Mode-3 with Smart Handover and Wide Area DENM Propagation.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

VitBit: Enhancing Embedded GPU Performance for AI Workloads through Register Operand Packing.
Proceedings of the 53rd International Conference on Parallel Processing, 2024

Visual Representation Learning with Stochastic Frame Prediction.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy.
Proceedings of the IEEE International Conference on Acoustics, 2024

VLM-PL: Advanced Pseudo Labeling approach for Class Incremental Object Detection via Vision-Language Model.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SDDGR: Stable Diffusion-Based Deep Generative Replay for Class Incremental Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Unmanned Aerial Vehicle Based Adaptive Spectrum Sensing for Cognitive Radio Systems.
Proceedings of the IEEE VTS Asia Pacific Wireless Communications Symposium, 2024

2023
Multiple Generalized Sidelobe Cancellers for Minimization of Interference in Cognitive Radio System.
Wirel. Pers. Commun., November, 2023

Robust spectrum sensing against malicious users using particle swarm optimization.
ICT Express, February, 2023

Multi-Tag Selection for IRS-Assisted Ambient Backscatter Communication Networks.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

A Dynamic Reinforcement Learning Scheme for UAV-Based Joint Communication and Radar Systems.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

SWIPT-Based Routing Protocol for Lifetime Extension of Wireless Sensor Networks.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

UAV Based Optimized Virtual Cooperative Sensing Using Particle Swarm Optimization.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Multi-View Masked World Models for Visual Robotic Manipulation.
Proceedings of the International Conference on Machine Learning, 2023

Imitating Graph-Based Planning with Goal-Conditioned Policies.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Drone scheduling model for delivering small parcels to remote islands considering wind direction and speed.
Comput. Ind. Eng., 2022

Priority-Based Energy Sharing and Management Among Prosumers in Smart Grids.
IEEE Access, 2022

Design and Comparison of Single Band Rectangular, Cylindrical, and Triangular DRA of C and X-Band Frequency.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

A Novel Sensing Strategy through Denoising Autoencoder and Ensembling Methods.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2022

Butterfly Optimization Algorithm using Penalty-Reward Analysis for Secure Sensing.
Proceedings of the IEEE VTS Asia Pacific Wireless Communications Symposium, 2022

Improved Sensing Performance with Autoencoder and Ensemble Classifier.
Proceedings of the 27th Asia Pacific Conference on Communications, 2022

2021
Task Priority-Based Cached-Data Prefetching and Eviction Mechanisms for Performance Optimization of Edge Computing Clusters.
Secur. Commun. Networks, 2021

Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Robust Spectrum Sensing Employing PSO.
Proceedings of the Twelfth International Conference on Ubiquitous and Future Networks, 2021

Machine Learning-Based Clustering of Load Profiling to Study the Impact of Electric Vehicles on Smart Meter Applications.
Proceedings of the Twelfth International Conference on Ubiquitous and Future Networks, 2021

Secure Voting Scheme for Cooperative Sensing.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Sensing Weight Selection using the Genetic Algorithm to Enhance Cooperative Decision.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Self-Improved Retrosynthetic Planning.
Proceedings of the 38th International Conference on Machine Learning, 2021

HammerFilter: Robust Protection and Low Hardware Overhead Method for RowHammer.
Proceedings of the 39th IEEE International Conference on Computer Design, 2021

2020
Support Vector Machine-Based Classification of Malicious Users in Cognitive Radio Networks.
Wirel. Commun. Mob. Comput., 2020

A Genetic Algorithm-Based Soft Decision Fusion Scheme in Cognitive IoT Networks with Malicious Users.
Wirel. Commun. Mob. Comput., 2020

A Comparative Analysis of Different Outlier Detection Techniques in Cognitive Radio Networks with Malicious Users.
Wirel. Commun. Mob. Comput., 2020

Particle Swarm Optimization in the Presence of Malicious Users in Cognitive IoT Networks with Data.
Sci. Program., 2020

Robust Spectrum Sensing via Double-Sided Neighbor Distance Based on Genetic Algorithm in Cognitive Radio Networks.
Mob. Inf. Syst., 2020

Cyber Security and Key Management Issues for Internet of Things: Techniques, Requirements, and Challenges.
Complex., 2020

Establishment of Trust in Internet of Things by Integrating Trusted Platform Module: To Counter Cybersecurity Challenges.
Complex., 2020

LSTPD: Least Slack Time-Based Preemptive Deadline Constraint Scheduler for Hadoop Clusters.
IEEE Access, 2020

Physical Layer Security in Multi-Tag Ambient Backscatter Communications - Jamming vs. Cooperation.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Guiding Deep Molecular Optimization with Genetic Exploration.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Cognitive User Selection Based on Throughput Estimation in Cognitive Radio Networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

2019
An Opportunistic MCS Drop Scheme for Improved LTE eMBMS Transmission.
Wirel. Pers. Commun., 2019

An Efficient Contention-Window Based Reporting for Internet of Things Features in Cognitive Radio Networks.
Wirel. Commun. Mob. Comput., 2019

A Double Adaptive Approach to Tackle Malicious Users in Cognitive Radio Networks.
Wirel. Commun. Mob. Comput., 2019

Parallelised relaying protocol with opportunistic priority assignment for enhanced spectral efficiency in cross-relay interference.
IET Commun., 2019

Improving Spectrum Sensing and Reporting via Multi-Antenna in Cognitive Radio Networks.
Proceedings of the Eleventh International Conference on Ubiquitous and Future Networks, 2019

Performance Analysis of Multi-Tag Multi-Reader Ambient Backscatter Communication Systems.
Proceedings of the Eleventh International Conference on Ubiquitous and Future Networks, 2019

Physical Layer Security Improvement Using Artificial Noise-Aided Tag Scheduling in Ambient Backscatter Communication Systems.
Proceedings of the Eleventh International Conference on Ubiquitous and Future Networks, 2019

Impact of Imperfect Spectrum Sensing on Hybrid Backscatter Assisted Cognitive Wireless Powered Radio Networks.
Proceedings of the Eleventh International Conference on Ubiquitous and Future Networks, 2019

Genetic Algorithm Based Cooperative Spectrum Sensing Optimization in the Presence of Malicious Users in Cognitive Radio Networks.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

2018
An efficient parallel processing method for skyline queries in MapReduce.
J. Supercomput., 2018

2017
A Highly Reliable Storage Systems Based on SSD Array for IoE Environment.
Int. J. Grid High Perform. Comput., 2017

Simultaneous Processing of Multi-Skyline Queries with MapReduce.
IEICE Trans. Inf. Syst., 2017

Virtual full-duplex relay selection in relay-assisted cognitive radio networks.
Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

2016
Wavelength channel minimization-based energy-aware mechanism in a multichannel EPON.
Photonic Netw. Commun., 2016

A new way of extending network coverage: Relay-assisted D2D communications in 3GPP.
ICT Express, 2016

Resource allocation with LBS information for cellular based D2D communication networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2016

Full Duplex Relaying with Buffer Based on Cognitive Radio Technique.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

A Highly Reliable Storage Based on SSD Array for Cloud Computing Environment.
Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

2015
Rate Maximization Based Power Allocation and Relay Selection With IRI Consideration for Two-Path AF Relaying.
IEEE Trans. Wirel. Commun., 2015

Sleep-Based Energy-Efficient DBA in an EPON Using the Controlling Mechanism for an ONU's Buffer Occupancy and Packet Delay.
JOCN, 2015

Cognitive radio based parallelized relaying scheme.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2015

2014
Adaptive Sensing Period Based Distributed Medium Access Control for Cognitive Radio Networks.
IEICE Trans. Commun., 2014

Delay-Aware Dynamic Wavelength Bandwidth Allocation in Time- and Wavelength-Division-Multiplexed Passive Optical Network.
Proceedings of the OPTICS 2014, 2014

2013
A Downlink Load Control Scheme with a Dynamic Load Threshold and Virtual Coverage Management for Two-Tier Femtocell Networks.
KSII Trans. Internet Inf. Syst., 2013

Multi-destination relaying protocol for enhanced spectral efficiency.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

Combined antenna selection and beamforming for secure transmission in distributed antenna systems.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

2012
Mimicking Full-Duplex Relaying Using Half-Duplex Relays With Buffers.
IEEE Trans. Veh. Technol., 2012

Combined relay selection and cooperative beamforming for physical layer security.
J. Commun. Networks, 2012

Space full-duplex max-max relay selection for relays with buffers.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

A relay selection scheme using Q-learning algorithm in cooperative wireless communications.
Proceedings of the 18th Asia-Pacific Conference on Communications, 2012

2011
Diversity Analysis of Multi-User Multi-Relay Networks.
IEEE Trans. Wirel. Commun., 2011

Effect of Spectrum Sensing Reliability on the Capacity of Multiuser Uplink Cognitive Radio Systems.
IEEE Trans. Veh. Technol., 2011

Range of Achievable Diversity Order in Multiple Relay Networks with Multiple Users.
Proceedings of IEEE International Conference on Communications, 2011

2010
Throughput Estimation of Downlink Packet Access Systems Based on a Point Mass Approximation Concept.
IEEE Trans. Veh. Technol., 2010

Optimization of Wireless Multicast Systems Employing Hybrid-ARQ with Chase Combining.
IEEE Trans. Veh. Technol., 2010

Multi-user diversity gain in uplink cognitive radio systems with spectrum sensing reliability.
Proceedings of the IEEE 21st International Symposium on Personal, 2010

Optimal rate allocation for wireless multicast systems employing hybrid-ARQ with Chase combining.
Proceedings of the IEEE 21st International Symposium on Personal, 2010

2009
Hybrid scheduling scheme for a cooperative relay system in heterogeneous traffic environments.
IEEE Trans. Wirel. Commun., 2009

Group-Mode Hopping for Collision Mitigation in Orthogonal Code-Hopping Multiplexing.
IEEE Trans. Veh. Technol., 2009

Two-Dimensional Channel Estimation and Prediction for Scheduling in Cellular Networks.
IEEE Trans. Veh. Technol., 2009

A Dynamic Downlink Load Control Scheme for WCDMA and HSDPA Systems.
IEICE Trans. Commun., 2009

2008
Comparison of Surface Roughness Parameters of Tidal Flat Estimated from AIRSAR and ALOS Observations.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Performance Analysis of Orthogonal Frequency and Code Hopping Multiplexing.
IEEE Trans. Wirel. Commun., 2007

Hybrid Scheduling Algorithm for Guaranteeing QoS of Real-Time Traffic in High Speed Uplink Packet Access (HSUPA).
Proceedings of the IEEE 18th International Symposium on Personal, 2007

Estimation of physical properties of persistent scatterers using JERS-1 data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Surface Displacement Monitoring on Reclaimed Land Using PSInSAR Technique.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

A Radio Channel Estimation Scheme Using the CQI Feedback Information in High Speed Downlink Packet Access.
Proceedings of IEEE International Conference on Communications, 2006

2005
Multi-QoS scheduling algorithm for class fairness in high speed downlink packet access.
Proceedings of the IEEE 16th International Symposium on Personal, 2005

Theoretical evaluation of phase center of artificial metal structure in NASA(IPL) topsar data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
Probing-based estimation of end-to-end available bandwidth.
IEEE Commun. Lett., 2004


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