Jinsul Kim

Chonnam National University — South Korea

Computer Science · Physical Sciences

13h-index863citations177works0.92yr avg
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Research Topics

Image and Video Quality Assessment(23), Caching and Content Delivery(23), Multimedia Communication and Technology(23), Peer-to-Peer Network Technologies(15), Network Traffic and Congestion Control(13)

Publications177 total

CBM-KAN: Extending Concept Bottleneck Model Interpretability by Introducing a Kolmogorov-Arnold Network-Based Final Classifier
Journal of Digital Contents Society·2025
Distributed Hierarchical Machine Learning for Joint Resource Allocation and Slice Selection in In-Network Edge Systems
arXiv (Cornell University)·2025Open Access
Comparison of Time-Series Foundation Models on power plant emission data
2025
Blockchain-Based Task Placement and Resource Management in Edge Computing: A Survey
Electronics·2025· 3 citedOpen Access
Explainable Network Anomaly Detection with GraphSAGE and SHAP
2025· 1 cited
Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin
arXiv (Cornell University)·2025Open Access
A Study on Route Optimization for a Day-Night Robot Delivery System
Journal of Digital Contents Society·2024Open Access
Partial Transfer Learning from Patch Transformer to Variate-Based Linear Forecasting Model
Energies·2024· 1 citedOpen Access
TransSMPL: Efficient Human Pose Estimation with Pruned and Quantized Transformer Networks
Electronics·2024· 3 citedOpen Access
Patch-Wise-Based Self-Supervised Learning for Anomaly Detection on Multivariate Time Series Data
Mathematics·2024· 1 citedOpen Access
Electrocardiogram-Based Driver Authentication Using Autocorrelation and Convolutional Neural Network Techniques
Electronics·2024· 1 citedOpen Access
Negative Sampling based on Label Swap for a Knowledge Graph
Journal of Digital Contents Society·2024Open Access
Joint Wireless and Computing Resource Management with Optimal Slice Selection in in-network-edge Metaverse System
2024· 1 citedOpen Access
Digital Twinning of a Pressurized Water Reactor Startup Operation and Partial Computational Offloading in In-network Computing-Assisted Multiaccess Edge Computing
arXiv (Cornell University)·2024Open Access
Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks
2024· 1 cited
Implementation of a Massive Metaverse Platform using Niagara Particle Simulation in Unreal Engine
Journal of Digital Contents Society·2024Open Access
Towards a Partial Computation offloading in In-networking Computing-Assisted MEC: A Digital Twin Approach
2024· 3 cited
Towards a Partial Computation offloading in In-networking Computing-Assisted MEC: A Digital Twin Approach
arXiv (Cornell University)·2024Open Access
Graph neural network for in-network placement of real-time metaverse tasks in next-generation network
arXiv (Cornell University)·2024· 2 citedOpen Access
A Balanced Clustering Mechanism for Routing in Software Defined Wireless Sensor Networks
2024Open Access
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Frequent Co-authors

Minsoo Hahn(12), Tai‐Won Um(7), Seungmin Oh(7), Jae Hyung Park(7), Linh Van(6), Hyeju Shin(6), Ibrahim Aliyu(5), Yonggwan Won(5), Won Ryu(4), Sangwon Oh(4), Seung‐Won Oh(4), Changwoo Yoon(3), Hyunyoung Kim(3), Trần Thị Thu Hà(3), Ji-Seung Nam(3), Muhammad Zubair(2), Bu‐Sung Lee(2), Jin Young Kim(2), Kwangki Kim(2), Jisue Kim(2)