Gyurin Byun

According to our database, Gyurin Byun authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Deep Resource Localization with Traffic Prediction for Adaptive Multi-access Edge Computing Management.

Nayeon Jang, Huigyu Yang, Gyurin Byun, Jeongjun Park, Moonseong Kim, Min Young Chung, Hyunseung Choo

J. Netw. Syst. Manag., March, 2026

2025

Respiratory Anomaly and Disease Detection Using Multi-Level Temporal Convolutional Networks.

Kim-Ngoc Thi Le, Gyurin Byun, Syed M. Raza, Duc-Tai Le, Hyunseung Choo

IEEE J. Biomed. Health Informatics, July, 2025

Spatiotemporal Traffic Analysis: Deep Hybrid Approach for Resource and Cyberattacks Prediction.

Hyeonmin Lee, Dongchan Kim, Donggyu Beom, Gyurin Byun, Van Vi Vo, Hyunseung Choo

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 2025

Dynamic Network Optimization with Deep Learning and Deployment of Intelligent Reflecting Surfaces.

Nayeon Jang, Jeonghoon Bae, Tao Tianyu, Gyurin Byun, Phuoc-Nguyen Bui, Tae-Jin Lee, Hyunseung Choo

Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication, 2025

2024

Generative spatiotemporal image exploitation for datacenter traffic prediction.

Gyurin Byun, Huigyu Yang, Syed M. Raza, Moonseong Kim, Min Young Chung, Hyunseung Choo

Comput. Networks, 2024

AI-Driven Traffic-Aware Dynamic TDD Configuration in B5G Networks.

Sanguk Jeong, Dahyun Mok, Gyurin Byun, Lusungu Josh Mwasinga, Hyunseung Choo

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Data Augmentation Framework for Improving Image Recognition Using cycleGAN.

Sangmin Kim, Selome Tesfaye Deribe, Gyurin Byun, Kyeongjin Joo, Jeongwon Pyo, Taeyong Kuc, Hyunseung Choo

Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

Proactive Network Traffic Prediction using Generative Adversarial Network.

Gyurin Byun, Van Vi Vo, Syed M. Raza, Duc-Tai Le, Huigyu Yang, Hyunseung Choo

Proceedings of the International Conference on Information Networking, 2024

2023

GAN vs. LSTM: Network State Prediction.

Gyurin Byun, Syed M. Raza, Huigyu Yang, Moonseong Kim, Hyunseung Choo

Proceedings of the 17th International Conference on Ubiquitous Information Management and Communication, 2023

Deep Reinforcement Learning Driven Aggregate Flow Entries Eviction in Software Defined Networking.

Junhan Zang, Syed M. Raza, Hyunseung Choo, Gyurin Byun, Moonseong Kim

Proceedings of the International Conference on Information Networking, 2023