Dongmin Hyun

According to our database, Dongmin Hyun authored at least 19 papers between 2018 and 2023.

Collaborative distances:

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

2023

Predicting Density of States via Multi-modal Transformer.

Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park

CoRR, 2023

MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation.

Kibum Kim, Dongmin Hyun, Sukwon Yun, Chanyoung Park

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer.

Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Conditional Graph Information Bottleneck for Molecular Relational Learning.

Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park

Proceedings of the International Conference on Machine Learning, 2023

MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement.

Yunhak Oh, Sukwon Yun, Dongmin Hyun, Sein Kim, Chanyoung Park

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis.

Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Dynamic Multi-Behavior Sequence Modeling for Next Item Recommendation.

Junsu Cho, Dongmin Hyun, Dong won Lim, Hyeon jae Cheon, Hyoung-iel Park, Hwanjo Yu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment.

Junseok Lee, Yunhak Oh, Yeonjun In, Namkyeong Lee, Dongmin Hyun, Chanyoung Park

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization.

Dongmin Hyun, Xiting Wang, Chanyoung Park, Xing Xie, Hwanjo Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Relational Self-Supervised Learning on Graphs.

Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability.

Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Learning to utilize auxiliary reviews for recommendation.

Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu

Inf. Sci., 2021

Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation.

Junsu Cho, Dongmin Hyun, SeongKu Kang, Hwanjo Yu

Proceedings of the WWW '21: The Web Conference 2021, 2021

Unsupervised Proxy Selection for Session-based Recommender Systems.

Junsu Cho, SeongKu Kang, Dongmin Hyun, Hwanjo Yu

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Out-of-Category Document Identification Using Target-Category Names as Weak Supervision.

Dongha Lee, Dongmin Hyun, Jiawei Han, Hwanjo Yu

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Interest Sustainability-Aware Recommender System.

Dongmin Hyun, Junsu Cho, Chanyoung Park, Hwanjo Yu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Building Large-Scale English and Korean Datasets for Aspect-Level Sentiment Analysis in Automotive Domain.

Dongmin Hyun, Junsu Cho, Hwanjo Yu

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Target-aware convolutional neural network for target-level sentiment analysis.

Dongmin Hyun, Chanyoung Park, Min-Chul Yang, Ilhyeon Song, Jung-Tae Lee, Hwanjo Yu

Inf. Sci., 2019

2018

Review Sentiment-Guided Scalable Deep Recommender System.

Dongmin Hyun, Chanyoung Park, Min-Chul Yang, Ilhyeon Song, Jung-Tae Lee, Hwanjo Yu

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018