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DongNyeong Heo

Observed names: Dongnyeong Heo, Heo, DongNyeong
ORCID: 0000-0002-8765-6744
Observed ORCID: 0000-0002-8765-6744
OpenAlex ID: A5079659487
Graph Neural Network based Service Function Chaining for Automatic Network Control
2020 · DongNyeong Heo, Stanislav Lange, et al. · Asia-Pacific Network Operations and Management Symposium (APNOMS) · 32
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Adversarial Training with Contrastive Learning in NLP
2025 · Daniela N. Rim, DongNyeong Heo, et al. · Journal of KIISE · 18
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Graph neural network‐based virtual network function deployment optimization
2021 · Hee‐Gon Kim, Suhyun Park, et al. · International Journal of Network Management · 13
Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains
2021 · Chungjun Lee, Jibum Hong, et al. · International Conference on Information and Communication Technology Convergence (ICTC) · 11
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Data Augmentation With Back translation for Low Resource languages: A case of English and Luganda
2024 · Richard Kimera, DongNyeong Heo, et al. · International Conference on Natural Language Processing and Information Retrieval (NLPIR) · 10
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Reinforcement Learning of Graph Neural Networks for Service Function Chaining
2020 · Heo, DongNyeong, Lee, Doyoung, et al. · arXiv (Cornell University) · 9
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Anomaly detection based on system text logs of virtual network functions
2024 · Daniela N. Rim, DongNyeong Heo, et al. · Big Data Research · 8
Graph Neural Network-based Virtual Network Function Management
2020 · Hee-Gon Kim, Suhyun Park, et al. · Asia-Pacific Network Operations and Management Symposium (APNOMS) · 7
N-gram Prediction and Word Difference Representations for Language Modeling
2024 · Heo, DongNyeong, Rim, Daniela Noemi, et al. · arXiv (Cornell University) · 6
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Reinforcement Learning of Graph Neural Networks for Service Function Chaining in Computer Network Management
2022 · DongNyeong Heo, Doyoung Lee, et al. · Asia-Pacific Network Operations and Management Symposium (APNOMS) · 6
Graph Neural Network-based Virtual Network Function Deployment Prediction
2020 · Hee-Gon Kim, Suhyun Park, et al. · International Conference on Network and Service Management (CNSM) · 6
End-to-End Training for Back-Translation with Categorical Reparameterization Trick
2022 · Heo, DongNyeong, Choi, Heeyoul · arXiv (Cornell University) · 4
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Generalized Probabilistic Attention Mechanism in Transformers
2026 · DongNyeong Heo, Heeyoul Choi · Machine Learning · 3
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Dynamic Preference Multi-Objective Reinforcement Learning for Internet Network Management
2025 · DongNyeong Heo, Daniela Noemi Rim, et al. · International Conference on Neural Information Processing · 3
Shared Latent Space by Both Languages in Non-Autoregressive Neural Machine Translation
2023 · Heo, DongNyeong, Choi, Heeyoul · arXiv (Cornell University) · 3
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Updating VNF deployment with Scaling Actions using Reinforcement Algorithms
2022 · Namjin Seo, DongNyeong Heo, et al. · Asia-Pacific Network Operations and Management Symposium (APNOMS) · 3
Advanced Scaling Methods for VNF deployment with Reinforcement Learning
2023 · Seo, Namjin, Heo, DongNyeong, et al. · arXiv (Cornell University) · 2
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Graph neural network‐based virtual network function deployment optimization
2022 · Hee‐Gon Kim, Suhyun Park, et al. · International Journal of Network Management · 2
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Joint Models for Sentence Segmentation and Named Entity Recognition in Literary Sinitic Text
2026 · DongNyeong Heo, Yunhee Kang, et al. · Journal of Web Engineering · 1
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Dynamic Preference Multi-Objective Reinforcement Learning for Internet Network Management
2025 · Heo, DongNyeong, Rim, Daniela Noemi, et al. · arXiv (Cornell University) · 1
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End-To-End Training of Back-Translation Framework with Categorical Reparameterization Trick
2024 · DongNyeong Heo, Heeyoul Choi · Lecture notes in computer science · 1
Sentence Curve Language Models
2026 · Heo, DongNyeong, Kim, Taehwan, et al. · arXiv (Cornell University)
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𝜆-Diffusion Language Models: Controllable Generalization of Continuous and Discrete Diffusion Dynamics
2026 · DongNyeong Heo, Hyunmin Song, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Advanced VNF Scaling in Network Management with Reinforcement Learning and Graph Neural Networks
2025 · Namjin Seo, DongNyeong Heo, et al. · Communications in computer and information science
Shared Latent Space by Both Languages for Non-Autoregressive Neural Machine Translation
2025 · DongNyeong Heo, Heeyoul Choi · International Joint Conference on Neural Networks (IJCNN)
Works count: 26
Citation count: 149
H-index: 7
I10-index: 5
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