DongNyeong Heo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Machine Translation

Reinforcement Learning

Sparsely Connected

Top Venues

Int. J. Netw. Manag.

Publications

Daniela N. Rim, DongNyeong Heo, Chungjun Lee, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong, Heeyoul Choi
Anomaly detection based on system text logs of virtual network functions. Big Data Res. 38 (2024)
DongNyeong Heo, Heeyoul Choi
Shared Latent Space by Both Languages in Non-Autoregressive Neural Machine Translation. CoRR (2023)
Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
Graph neural network-based virtual network function deployment optimization. Int. J. Netw. Manag. 33 (1) (2023)
Namjin Seo, DongNyeong Heo, Heeyoul Choi
Advanced Scaling Methods for VNF deployment with Reinforcement Learning. CoRR (2023)
DongNyeong Heo, Heeyoul Choi
End-to-End Training of Both Translation Models in the Back-Translation Framework. CoRR (2022)
Namjin Seo, DongNyeong Heo, Jibum Hong, Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong, Heeyoul Choi
Updating VNF deployment with Scaling Actions using Reinforcement Algorithms. APNOMS (2022)
DongNyeong Heo, Doyoung Lee, Heegon Kim, Suhyun Park, Heeyoul Choi
Reinforcement Learning of Graph Neural Networks for Service Function Chaining in Computer Network Management. APNOMS (2022)
Chungjun Lee, Jibum Hong, DongNyeong Heo, Heeyoul Choi
Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains. ICTC (2021)
Daniela N. Rim, DongNyeong Heo, Heeyoul Choi
Adversarial Training with Contrastive Learning in NLP. CoRR (2021)
Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
Graph neural network-based virtual network function deployment optimization. Int. J. Netw. Manag. 31 (6) (2021)
Chungjun Lee, Jibum Hong, DongNyeong Heo, Heeyoul Choi
Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains. CoRR (2021)
Heegon Kim, Suhyun Park, DongNyeong Heo, Stanislav Lange, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
Graph Neural Network-based Virtual Network Function Deployment Prediction. CNSM (2020)
DongNyeong Heo, Stanislav Lange, Heegon Kim, Heeyoul Choi
Graph Neural Network based Service Function Chaining for Automatic Network Control. CoRR (2020)
DongNyeong Heo, Doyoung Lee, Heegon Kim, Suhyun Park, Heeyoul Choi
Reinforcement Learning of Graph Neural Networks for Service Function Chaining. CoRR (2020)
Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
Graph Neural Network-based Virtual Network Function Management. APNOMS (2020)
DongNyeong Heo, Stanislav Lange, Heegon Kim, Heeyoul Choi
Graph Neural Network based Service Function Chaining for Automatic Network Control. APNOMS (2020)