DongNyeong Heo

26 papers B 2C 4Journal 17Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Generalized Probabilistic Attention Mechanism in Transformers. Mach. Learn. DongNyeong Heo, Heeyoul Choi
2026	J	`jnl`	Joint Models for Sentence Segmentation and Named Entity Recognition in Literary Sinitic Text. J. Web Eng. DongNyeong Heo, Yunhee Kang, Chul Heo, Heeyoul Choi, Kyounghun Jung
2026	J	`jnl`	Sentence Curve Language Models. CoRR DongNyeong Heo, Heeyoul Choi
2025	J	`jnl`	Data Augmentation With Back translation for Low Resource languages: A case of English and Luganda. CoRR Richard Kimera, DongNyeong Heo, Daniela N. Rim, Heeyoul Choi
2025	J	`jnl`	Dynamic Preference Multi-Objective Reinforcement Learning for Internet Network Management. CoRR DongNyeong Heo, Daniela Noemi Rim, Heeyoul Choi
2025	B	`conf`	Shared Latent Space by Both Languages for Non-Autoregressive Neural Machine Translation. IJCNN DongNyeong Heo, Heeyoul Choi
2024	J	`jnl`	Anomaly detection based on system text logs of virtual network functions. Big Data Res. Daniela N. Rim, DongNyeong Heo, Chungjun Lee, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong, Heeyoul Choi
2024	—	`conf`	Data Augmentation With Back translation for Low Resource languages: A case of English and Luganda. NLPIR Richard Kimera, DongNyeong Heo, Daniela N. Rim, Heeyoul Choi
2024	—	`conf`	End-To-End Training of Back-Translation Framework with Categorical Reparameterization Trick. ICANN (7) DongNyeong Heo, Heeyoul Choi
2024	J	`jnl`	Generalized Probabilistic Attention Mechanism in Transformers. CoRR DongNyeong Heo, Heeyoul Choi
2024	J	`jnl`	N-gram Prediction and Word Difference Representations for Language Modeling. CoRR DongNyeong Heo, Daniela Noemi Rim, Heeyoul Choi
2023	J	`jnl`	Advanced Scaling Methods for VNF deployment with Reinforcement Learning. CoRR Namjin Seo, DongNyeong Heo, Heeyoul Choi
2023	J	`jnl`	Graph neural network-based virtual network function deployment optimization. Int. J. Netw. Manag. Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2023	J	`jnl`	Shared Latent Space by Both Languages in Non-Autoregressive Neural Machine Translation. CoRR DongNyeong Heo, Heeyoul Choi
2022	J	`jnl`	End-to-End Training of Both Translation Models in the Back-Translation Framework. CoRR DongNyeong Heo, Heeyoul Choi
2022	C	`conf`	Reinforcement Learning of Graph Neural Networks for Service Function Chaining in Computer Network Management. APNOMS DongNyeong Heo, Doyoung Lee, Heegon Kim, Suhyun Park, Heeyoul Choi
2022	C	`conf`	Updating VNF deployment with Scaling Actions using Reinforcement Algorithms. APNOMS Namjin Seo, DongNyeong Heo, Jibum Hong, Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong, Heeyoul Choi
2021	J	`jnl`	Adversarial Training with Contrastive Learning in NLP. CoRR Daniela N. Rim, DongNyeong Heo, Heeyoul Choi
2021	J	`jnl`	Graph neural network-based virtual network function deployment optimization. Int. J. Netw. Manag. Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2021	—	`conf`	Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains. ICTC Chungjun Lee, Jibum Hong, DongNyeong Heo, Heeyoul Choi
2021	J	`jnl`	Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains. CoRR Chungjun Lee, Jibum Hong, DongNyeong Heo, Heeyoul Choi
2020	C	`conf`	Graph Neural Network based Service Function Chaining for Automatic Network Control. APNOMS DongNyeong Heo, Stanislav Lange, Heegon Kim, Heeyoul Choi
2020	J	`jnl`	Graph Neural Network based Service Function Chaining for Automatic Network Control. CoRR DongNyeong Heo, Stanislav Lange, Heegon Kim, Heeyoul Choi
2020	B	`conf`	Graph Neural Network-based Virtual Network Function Deployment Prediction. CNSM Heegon Kim, Suhyun Park, DongNyeong Heo, Stanislav Lange, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2020	C	`conf`	Graph Neural Network-based Virtual Network Function Management. APNOMS Heegon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, DongNyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong
2020	J	`jnl`	Reinforcement Learning of Graph Neural Networks for Service Function Chaining. CoRR DongNyeong Heo, Doyoung Lee, Heegon Kim, Suhyun Park, Heeyoul Choi