Ohyun Jo

Chungbuk National University — South Korea

Engineering · Physical Sciences

17h-index1.7kcitations96works1.62yr avg
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Research Topics

Advanced MIMO Systems Optimization(24), Wireless Communication Networks Research(10), Cooperative Communication and Network Coding(10), Underwater Vehicles and Communication Systems(9), Energy Harvesting in Wireless Networks(9)

Publications96 total

Analysis on Underwater Channel by Using Shapley Additive Explanations
The Journal of Korean Institute of Communications and Information Sciences·2025
Augmented Lagrangian Risk-constrained Reinforcement Learning for Portfolio Optimization (Student Abstract)
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Imitation Learning Backoff: Reinforcement Learning-based Channel Access for Guaranteeing Fairness (Student Abstract)
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Denoising Method for Wireless Communication Signals Based on Convolutional AutoEncoder
2025· 2 cited
Risk-Constrained Reinforcement Learning With Augmented Lagrangian Multiplier for Portfolio Optimization
IEEE Transactions on Big Data·2025· 3 cited
Performance Improvement for 5G Demodulation Reference Singal Index Classification by Using Complex Neural Networks
Asia-pacific Journal of Convergent Research Interchange·2025Open Access
Exploitation of Deep Learning for Detecting 5G Preamble Signal
Asia-pacific Journal of Convergent Research Interchange·2025Open Access
ComplexRep : Integrating Learned Representations to Enhance Complex-valued Data Transparency
IEEE Internet of Things Journal·2025
Memory-Efficient Imagification for Light-Weight Prediction Model of Multivariate Time-Series Data
IEEE Access·2025Open Access
Design and Implementation of a Light-Weight Channel Vector Classifier Based on Support Vector Machine for Real-Time 5G Beam Index Detection
IEEE Transactions on Mobile Computing·2024
On the Intelligentization of Softwarized Modem: From Algorithmic Design to Realization of Real-Time Channel-Learning Random Access
IEEE Internet of Things Journal·2024
Analysis for Optimizing Sequence Signal Data Augmentation based on Phase Transformation
Asia-pacific Journal of Convergent Research Interchange·2024Open Access
MuShAug: Boosting Sequence Signal Classification via Multishape Augmentation
IEEE Internet of Things Journal·2024· 3 cited
Age of information minimization in UAV-assisted data harvesting networks by multi-agent deep reinforcement curriculum learning
Expert Systems with Applications·2024· 7 cited
Risk-averse Reinforcement Learning for Portfolio Optimization
ICT Express·2024· 3 citedOpen Access
IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract)
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 6 citedOpen Access
Q-Learning-Based Medium Access Technology for Minimizing AoI in LoRa Wireless Relay Networks
IEEE Access·2024· 1 citedOpen Access
Uncertainty-Aware Reinforcement Learning for Portfolio Optimization
IEEE Access·2024· 3 citedOpen Access
Silent-Hidden-Voice Attack on Speech Recognition System
IEEE Access·2024· 2 citedOpen Access
On the Design of a Light-Weight Deep Learning Framework for Embedding in 5G Software Modem
IEEE Access·2024· 2 citedOpen Access
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Frequent Co-authors

Dong‐Ho Cho(8), Kyungseop Shin(7), Woongsup Lee(6), Celestine Iwendi(5), Jungmin Yoon(5), JungHun Byun(4), Wonbin Hong(3), Minhoe Kim(3), Taegyeom Lee(3), Jong-Seok Kim(3), Bayaraa Enkhsaikhan(3), Ali Kashif Bashir(2), Thippa Reddy Gadekallu(2), Gautam Srivastava(2), Juyeop Kim(2), Kisong Lee(2), Chang-Bae Yoon(2), Mincheol Seong(2), SangHyun Chang(2), ChangYeul Kweon(2)