Junsu Kim

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 65

Top Topics

Hierarchical Reinforcement Learning

Relay Selection

Skyline Queries

Cognitive Radio

Top Venues

Wirel. Commun. Mob. Comput.

Publications

Huiwon Jang, Dongyoung Kim, Junsu Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo
Visual Representation Learning with Stochastic Frame Prediction. CoRR (2024)
Junsu Kim, Sumin Hong, Chanwoo Kim, Jihyeon Kim, Yihalem Yimolal Tiruneh, Jeongwan On, Jihyun Song, Sunhwa Choi, Seungryul Baek
Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy. ICASSP (2024)
Eunjin Kim, Junsu Kim, Jae-Hyun Kim, Howon Lee
HiMAQ: Hierarchical multi-agent Q-learning-based throughput and fairness improvement for UAV-Aided IoT networks. J. Netw. Comput. Appl. 223 (2024)
Jaebeom Jeon, Minseong Gil, Junsu Kim, Jaeyong Park, Gunjae Koo, Myung Kuk Yoon, Yunho Oh
VitBit: Enhancing Embedded GPU Performance for AI Workloads through Register Operand Packing. ICPP (2024)
Junsu Kim, Yunhoe Ku, Jihyeon Kim, Junuk Cha, Seungryul Baek
VLM-PL: Advanced Pseudo Labeling approach Class Incremental Object Detection with Vision-Language Model. CoRR (2024)
Seojin Kim, Jaehyun Nam, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin
Holistic Molecular Representation Learning via Multi-view Fragmentation. Trans. Mach. Learn. Res. 2024 (2024)
Junsu Kim, Hoseong Cho, Jihyeon Kim, Yihalem Yimolal Tiruneh, Seungryul Baek
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection. CoRR (2024)
Noor Gul, Saeed Ahmed, Su Min Kim, Junsu Kim
Robust spectrum sensing against malicious users using particle swarm optimization. ICT Express 9 (1) (2023)
Noor Gul, Su Min Kim, Jehad Ali, Junsu Kim
UAV Based Optimized Virtual Cooperative Sensing Using Particle Swarm Optimization. ICTC (2023)
Younggyo Seo, Junsu Kim, Stephen James, Kimin Lee, Jinwoo Shin, Pieter Abbeel
Multi-View Masked World Models for Visual Robotic Manipulation. ICML (2023)
Soo Yeon Woo, Su Min Kim, Junsu Kim
A Dynamic Reinforcement Learning Scheme for UAV-Based Joint Communication and Radar Systems. ICUFN (2023)
Junsu Kim, Younggyo Seo, Sungsoo Ahn, Kyunghwan Son, Jinwoo Shin
Imitating Graph-Based Planning with Goal-Conditioned Policies. CoRR (2023)
Junsu Kim, Younggyo Seo, Sungsoo Ahn, Kyunghwan Son, Jinwoo Shin
Imitating Graph-Based Planning with Goal-Conditioned Policies. ICLR (2023)
Younggyo Seo, Junsu Kim, Stephen James, Kimin Lee, Jinwoo Shin, Pieter Abbeel
Multi-View Masked World Models for Visual Robotic Manipulation. CoRR (2023)
Junsu Kim, Sumin Hong, Chanwoo Kim, Jihyeon Kim, Yihalem Yimolal Tiruneh, Jeongwan On, Jihyun Song, Sunhwa Choi, Seungryul Baek
Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy. CoRR (2023)
Jeong Woo Yoon, Junsu Kim, Su Min Kim
Multi-Tag Selection for IRS-Assisted Ambient Backscatter Communication Networks. ICUFN (2023)
Abdul Kaleem, Noor Gul, Atif Elahi, Sana Ul Haq, Su Min Kim, Junsu Kim
Multiple Generalized Sidelobe Cancellers for Minimization of Interference in Cognitive Radio System. Wirel. Pers. Commun. 133 (1) (2023)
Gyoungmin Been, Su Min Kim, Junsu Kim
SWIPT-Based Routing Protocol for Lifetime Extension of Wireless Sensor Networks. ICUFN (2023)
Noor Gul, Saeed Ahmed, Su Min Kim, Junsu Kim
Butterfly Optimization Algorithm using Penalty-Reward Analysis for Secure Sensing. APWCS (2022)
Usman Mussadiq, Saeed Ahmed, Noor Gul, Junsu Kim, Su Min Kim
Priority-Based Energy Sharing and Management Among Prosumers in Smart Grids. IEEE Access 10 (2022)
Hosang Jung, Junsu Kim
Drone scheduling model for delivering small parcels to remote islands considering wind direction and speed. Comput. Ind. Eng. 163 (2022)
Muhammad Uzair Khan, Muhammad Sajjad Khan, Musyyab Yousufi, Junsu Kim, Noor Gul, Su Min Kim
Design and Comparison of Single Band Rectangular, Cylindrical, and Triangular DRA of C and X-Band Frequency. ICTC (2022)
Noor Gul, Saeed Ahmed, Su Min Kim, Junsu Kim
Improved Sensing Performance with Autoencoder and Ensemble Classifier. APCC (2022)
Kyunghwan Son, Junsu Kim, Sungsoo Ahn, Roben Delos Reyes, Yung Yi, Jinwoo Shin
Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning. ICML (2022)
Noor Gul, Saeed Ahmed, Su Min Kim, Junsu Kim
A Novel Sensing Strategy through Denoising Autoencoder and Ensembling Methods. ICTC (2022)
Kwangrae Kim, Jeonghyun Woo, Junsu Kim, Ki-Seok Chung
HammerFilter: Robust Protection and Low Hardware Overhead Method for RowHammer. ICCD (2021)
Noor Gul, Saeed Ahmed, Najeebullah, Su Min Kim, Junsu Kim
Sensing Weight Selection using the Genetic Algorithm to Enhance Cooperative Decision. ICTC (2021)
Ihsan Ullah, Muhammad Sajjad Khan, Marc St-Hilaire, Mohammad Faisal, Junsu Kim, Su Min Kim
Task Priority-Based Cached-Data Prefetching and Eviction Mechanisms for Performance Optimization of Edge Computing Clusters. Secur. Commun. Networks 2021 (2021)
Junsu Kim, Younggyo Seo, Jinwoo Shin
Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning. NeurIPS (2021)
Junsu Kim, Sungsoo Ahn, Hankook Lee, Jinwoo Shin
Self-Improved Retrosynthetic Planning. CoRR (2021)
Saeed Ahmed, Zafar Ali Khan, Noor Gul, Junsu Kim, Su Min Kim
Machine Learning-Based Clustering of Load Profiling to Study the Impact of Electric Vehicles on Smart Meter Applications. ICUFN (2021)
Noor Gul, Saeed Ahmed, Najeebullah, Su Min Kim, Junsu Kim
Robust Spectrum Sensing Employing PSO. ICUFN (2021)
Junsu Kim, Younggyo Seo, Jinwoo Shin
Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning. CoRR (2021)
Noor Gul, Saeed Ahmed, Najeebullah, Junsu Kim, Su Min Kim
Secure Voting Scheme for Cooperative Sensing. ICTC (2021)
Junsu Kim, Sungsoo Ahn, Hankook Lee, Jinwoo Shin
Self-Improved Retrosynthetic Planning. ICML (2021)
Ji Yoon Han, Mi Ji Kim, Junsu Kim, Su Min Kim
Physical Layer Security in Multi-Tag Ambient Backscatter Communications - Jamming vs. Cooperation. WCNC (2020)
Noor Gul, Muhammad Sajjad Khan, Su Min Kim, Marc St-Hilaire, Ihsan Ullah, Junsu Kim
Particle Swarm Optimization in the Presence of Malicious Users in Cognitive IoT Networks with Data. Sci. Program. 2020 (2020)
Arshed Ahmed, Muhammad Sajjad Khan, Noor Gul, Irfan Uddin, Su Min Kim, Junsu Kim
A Comparative Analysis of Different Outlier Detection Techniques in Cognitive Radio Networks with Malicious Users. Wirel. Commun. Mob. Comput. 2020 (2020)
Mohammad Faisal, Ikram Ali, Muhammad Sajjad Khan, Junsu Kim, Su Min Kim
Cyber Security and Key Management Issues for Internet of Things: Techniques, Requirements, and Challenges. Complex. 2020 (2020)
Muhammad Sajjad Khan, Noor Gul, Junsu Kim, Ijaz Mansoor Qureshi, Su Min Kim
A Genetic Algorithm-Based Soft Decision Fusion Scheme in Cognitive IoT Networks with Malicious Users. Wirel. Commun. Mob. Comput. 2020 (2020)
Sungsoo Ahn, Junsu Kim, Hankook Lee, Jinwoo Shin
Guiding Deep Molecular Optimization with Genetic Exploration. NeurIPS (2020)
Ihsan Ullah, Muhammad Sajjad Khan, Muhammad Amir, Junsu Kim, Su Min Kim
LSTPD: Least Slack Time-Based Preemptive Deadline Constraint Scheduler for Hadoop Clusters. IEEE Access 8 (2020)
Muhammad Sajjad Khan, Liaqat Khan, Noor Gul, Muhammad Amir, Junsu Kim, Su Min Kim
Support Vector Machine-Based Classification of Malicious Users in Cognitive Radio Networks. Wirel. Commun. Mob. Comput. 2020 (2020)
Mohammad Faisal, Ikram Ali, Muhammad Sajjad Khan, Su Min Kim, Junsu Kim
Establishment of Trust in Internet of Things by Integrating Trusted Platform Module: To Counter Cybersecurity Challenges. Complex. 2020 (2020)
Sungsoo Ahn, Junsu Kim, Hankook Lee, Jinwoo Shin
Guiding Deep Molecular Optimization with Genetic Exploration. CoRR (2020)
Muhammad Sajjad Khan, Liaqat Khan, Junsu Kim, Eung Hyuk Lee, Su Min Kim
Cognitive User Selection Based on Throughput Estimation in Cognitive Radio Networks. ICTC (2020)
Noor Gul, Muhammad Sajjad Khan, Junsu Kim, Su Min Kim
Robust Spectrum Sensing via Double-Sided Neighbor Distance Based on Genetic Algorithm in Cognitive Radio Networks. Mob. Inf. Syst. 2020 (2020)
Muhammad Sajjad Khan, Junsu Kim, Eung Hyuk Lee, Su Min Kim
An Efficient Contention-Window Based Reporting for Internet of Things Features in Cognitive Radio Networks. Wirel. Commun. Mob. Comput. 2019 (2019)
Muhammad Sajjad Khan, Su Min Kim, Eung Hyuk Lee, Junsu Kim
Genetic Algorithm Based Cooperative Spectrum Sensing Optimization in the Presence of Malicious Users in Cognitive Radio Networks. ICTC (2019)
Ki Hyeon Jang, Su Min Kim, Junsu Kim
Performance Analysis of Multi-Tag Multi-Reader Ambient Backscatter Communication Systems. ICUFN (2019)
Muhammad Sajjad Khan, Mi Ji Kim, Junsu Kim, Eung Hyuk Lee, Su Min Kim
Improving Spectrum Sensing and Reporting via Multi-Antenna in Cognitive Radio Networks. ICUFN (2019)
Ji Yoon Han, Junsu Kim, Su Min Kim
Physical Layer Security Improvement Using Artificial Noise-Aided Tag Scheduling in Ambient Backscatter Communication Systems. ICUFN (2019)
Muhammad Sajjad Khan, Muhammad Jibran, Insoo Koo, Su Min Kim, Junsu Kim
A Double Adaptive Approach to Tackle Malicious Users in Cognitive Radio Networks. Wirel. Commun. Mob. Comput. 2019 (2019)
Seong Hwan Kim, Junsu Kim
An Opportunistic MCS Drop Scheme for Improved LTE eMBMS Transmission. Wirel. Pers. Commun. 107 (3) (2019)
Kwang-Yul Kim, Junsu Kim, Yoan Shin
Parallelised relaying protocol with opportunistic priority assignment for enhanced spectral efficiency in cross-relay interference. IET Commun. 13 (7) (2019)
Young Ki Choi, Su Min Kim, Junsu Kim
Impact of Imperfect Spectrum Sensing on Hybrid Backscatter Assisted Cognitive Wireless Powered Radio Networks. ICUFN (2019)
Junsu Kim, Myoung Ho Kim
An efficient parallel processing method for skyline queries in MapReduce. J. Supercomput. 74 (2) (2018)
HooYoung Ahn, Junsu Kim, YoonJoon Lee
A Highly Reliable Storage Systems Based on SSD Array for IoE Environment. Int. J. Grid High Perform. Comput. 9 (4) (2017)
Junsu Kim, Kyong-Ha Lee, Myoung-Ho Kim
Simultaneous Processing of Multi-Skyline Queries with MapReduce. IEICE Trans. Inf. Syst. (7) (2017)
Su Min Kim, Junsu Kim
Virtual full-duplex relay selection in relay-assisted cognitive radio networks. ICUFN (2017)
Ganbold Shagdar, Junsu Kim, Chang-Soo Park
Wavelength channel minimization-based energy-aware mechanism in a multichannel EPON. Photonic Netw. Commun. 32 (1) (2016)
Soo Hyeong Kang, Junsu Kim, Jeong Gon Kim
Resource allocation with LBS information for cellular based D2D communication networks. ICTC (2016)
Sunghoon Jung, Junsu Kim
A new way of extending network coverage: Relay-assisted D2D communications in 3GPP. ICT Express 2 (3) (2016)
Junsu Kim, Doo-Hee Jung, Jeho Lee, Su Min Kim
Full Duplex Relaying with Buffer Based on Cognitive Radio Technique. CSA/CUTE (2016)
HooYoung Ahn, Junsu Kim, YoonJoon Lee
A Highly Reliable Storage Based on SSD Array for Cloud Computing Environment. CIT (2016)
Kwang-Yul Kim, Chung Jin Lee, Yoan Shin, Junsu Kim
Cognitive radio based parallelized relaying scheme. ICTC (2015)
Ganbold Shagdar, Junsu Kim, Chang-Soo Park
Sleep-Based Energy-Efficient DBA in an EPON Using the Controlling Mechanism for an ONU's Buffer Occupancy and Packet Delay. JOCN 7 (10) (2015)
Seong Hwan Kim, Tumula V. K. Chaitanya, Tho Le-Ngoc, Junsu Kim
Rate Maximization Based Power Allocation and Relay Selection With IRI Consideration for Two-Path AF Relaying. IEEE Trans. Wirel. Commun. 14 (11) (2015)
Su Min Kim, Junsu Kim
Adaptive Sensing Period Based Distributed Medium Access Control for Cognitive Radio Networks. IEICE Trans. Commun. (11) (2014)
Junsu Kim, Yong-Kyu Choi, Han Hyub Lee, Chang-Soo Park
Delay-Aware Dynamic Wavelength Bandwidth Allocation in Time- and Wavelength-Division-Multiplexed Passive Optical Network. OPTICS (2014)
Hu Jin, Junsu Kim
Combined antenna selection and beamforming for secure transmission in distributed antenna systems. ICTC (2013)
Chang Soon Kang, Tien Dung Nguyen, Junsu Kim, Renato Lo Cigno
A Downlink Load Control Scheme with a Dynamic Load Threshold and Virtual Coverage Management for Two-Tier Femtocell Networks. KSII Trans. Internet Inf. Syst. 7 (11) (2013)
Seong Hwan Kim, Tho Le-Ngoc, Junsu Kim
Multi-destination relaying protocol for enhanced spectral efficiency. PIMRC (2013)
Aïssa Ikhlef, Junsu Kim, Robert Schober
Space full-duplex max-max relay selection for relays with buffers. GLOBECOM (2012)
Junsu Kim, Aïssa Ikhlef, Robert Schober
Combined relay selection and cooperative beamforming for physical layer security. J. Commun. Networks 14 (4) (2012)
Aïssa Ikhlef, Junsu Kim, Robert Schober
Mimicking Full-Duplex Relaying Using Half-Duplex Relays With Buffers. IEEE Trans. Veh. Technol. 61 (7) (2012)
Honggyu Jung, Kwang-Yul Kim, Junsu Kim, Oh-Soon Shin, Yoan Shin
A relay selection scheme using Q-learning algorithm in cooperative wireless communications. APCC (2012)
Junsu Kim, Diomidis S. Michalopoulos, Robert Schober
Diversity Analysis of Multi-User Multi-Relay Networks. IEEE Trans. Wirel. Commun. 10 (7) (2011)
Junsu Kim, Diomidis S. Michalopoulos, Robert Schober
Range of Achievable Diversity Order in Multiple Relay Networks with Multiple Users. ICC (2011)
Junsu Kim, Yoan Shin, Tae Won Ban, Robert Schober
Effect of Spectrum Sensing Reliability on the Capacity of Multiuser Uplink Cognitive Radio Systems. IEEE Trans. Veh. Technol. 60 (9) (2011)
Junsu Kim, Hu Jin, Dan Keun Sung, Robert Schober
Optimization of Wireless Multicast Systems Employing Hybrid-ARQ with Chase Combining. IEEE Trans. Veh. Technol. 59 (7) (2010)
Junsu Kim, Sung Ho Moon, Dan Keun Sung
Throughput Estimation of Downlink Packet Access Systems Based on a Point Mass Approximation Concept. IEEE Trans. Veh. Technol. 59 (7) (2010)
Junsu Kim, Yoan Shin, Robert Schober
Multi-user diversity gain in uplink cognitive radio systems with spectrum sensing reliability. PIMRC (2010)
Junsu Kim, Hu Jin, Dan Keun Sung, Robert Schober
Optimal rate allocation for wireless multicast systems employing hybrid-ARQ with Chase combining. PIMRC (2010)
Young-Jun Hong, Junsu Kim, Dan Keun Sung
Two-Dimensional Channel Estimation and Prediction for Scheduling in Cellular Networks. IEEE Trans. Veh. Technol. 58 (6) (2009)
Chang Soon Kang, Junsu Kim, Dan Keun Sung
A Dynamic Downlink Load Control Scheme for WCDMA and HSDPA Systems. IEICE Trans. Commun. (6) (2009)
Sung Ho Moon, Suwon Park, Jae Kyun Kwon, Junsu Kim, Dan Keun Sung
Group-Mode Hopping for Collision Mitigation in Orthogonal Code-Hopping Multiplexing. IEEE Trans. Veh. Technol. 58 (7) (2009)
Junsu Kim, Sung Ho Moon, Dan Keun Sung
Hybrid scheduling scheme for a cooperative relay system in heterogeneous traffic environments. IEEE Trans. Wirel. Commun. 8 (7) (2009)
Junsu Kim, Sang-Eun Park, Wooil M. Moon
Comparison of Surface Roughness Parameters of Tidal Flat Estimated from AIRSAR and ALOS Observations. IGARSS (4) (2008)
Sung Ho Moon, Junsu Kim, Dan Keun Sung
Performance Analysis of Orthogonal Frequency and Code Hopping Multiplexing. IEEE Trans. Wirel. Commun. 6 (10) (2007)
Junsu Kim, Wooil M. Moon
Estimation of physical properties of persistent scatterers using JERS-1 data. IGARSS (2007)
You Jin Kang, Junsu Kim, Dan Keun Sung, Seunghyun Lee
Hybrid Scheduling Algorithm for Guaranteeing QoS of Real-Time Traffic in High Speed Uplink Packet Access (HSUPA). PIMRC (2007)
Junsu Kim, Sang-Eun Park, Wooil M. Moon
Surface Displacement Monitoring on Reclaimed Land Using PSInSAR Technique. IGARSS (2006)
Junsu Kim, Young-Jun Hong, Dan Keun Sung
A Radio Channel Estimation Scheme Using the CQI Feedback Information in High Speed Downlink Packet Access. ICC (2006)
Junsu Kim, Sang-Eun Park, Duk-jin Kim, Wooil M. Moon
Theoretical evaluation of phase center of artificial metal structure in NASA(IPL) topsar data. IGARSS (2005)
Junsu Kim, Sung Ho Moon, Dan Keun Sung
Multi-QoS scheduling algorithm for class fairness in high speed downlink packet access. PIMRC (2005)
Seung Yeob Nam, Sunggon Kim, Junsu Kim, Dan Keun Sung
Probing-based estimation of end-to-end available bandwidth. IEEE Commun. Lett. 8 (6) (2004)