Byunghan Lee

According to our database, Byunghan Lee authored at least 29 papers between 2012 and 2024.

Collaborative distances:

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

2024

Contrastive Time-Series Anomaly Detection.

HyunGi Kim, Siwon Kim, Seonwoo Min, Byunghan Lee

IEEE Trans. Knowl. Data Eng., October, 2024

Class conditioned text generation with style attention mechanism for embracing diversity.

Naae Kwon, Yuenkyung Yoo, Byunghan Lee

Appl. Soft Comput., 2024

Novel Curriculum Learning Strategy Using Class-Based TF-IDF for Enhancing Personality Detection in Text.

Naae Kwon, Yuenkyung Yoo, Byunghan Lee

IEEE Access, 2024

2023

TiCTok: Time-Series Anomaly Detection With Contrastive Tokenization.

Minseo Kang, Byunghan Lee

IEEE Access, 2023

Considerations in Evaluation of Deep Hashing Networks for Information Retrieval System.

Subin Kim, Yunseon Choi, Byunghan Lee

Proceedings of the 20th International SoC Design Conference, 2023

2022

TargetNet: functional microRNA target prediction with deep neural networks.

Seonwoo Min, Byunghan Lee, Sungroh Yoon

Bioinform., 2022

Towards a Rigorous Evaluation of Time-Series Anomaly Detection.

Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Geometry-aware Transformer for molecular property prediction.

Bumju Kwak, Jeonghee Jo, Byunghan Lee, Sungroh Yoon

CoRR, 2021

Flexible dual-branched message passing neural network for quantum mechanical property prediction with molecular conformation.

Jeonghee Jo, Bumju Kwak, Byunghan Lee, Sungroh Yoon

CoRR, 2021

MUGAN: multi-GPU accelerated AmpliconNoise server for rapid microbial diversity assessment.

Byunghan Lee, Hyeyoung Min, Sungroh Yoon

Bioinform., 2021

Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information.

Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon

IEEE Access, 2021

NASCUP: Nucleic Acid Sequence Classification by Universal Probability.

Sunyoung Kwon, Gyuwan Kim, Byunghan Lee, Jongsik Chun, Sungroh Yoon, Young-Han Kim

IEEE Access, 2021

2020

Deep Learning-Based microRNA Target Prediction Using Experimental Negative Data.

Byunghan Lee

IEEE Access, 2020

Bag of Tricks for Electrocardiogram Classification With Deep Neural Networks.

Seonwoo Min, Hyun-Soo Choi, Hyeongrok Han, Minji Seo, Jin-Kook Kim, Junsang Park, Sunghoon Jung, Il-Young Oh, Byunghan Lee, Sungroh Yoon

Proceedings of the Computing in Cardiology, 2020

2019

DNA Steganalysis Using Deep Recurrent Neural Networks.

Ho Bae, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon

Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

2018

hc-OTU: A Fast and Accurate Method for Clustering Operational Taxonomic Units Based on Homopolymer Compaction.

Seunghyun Park, Hyun-Soo Choi, Byunghan Lee, Jongsik Chun, Joong-Ho Won, Sungroh Yoon

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA.

Jaekoo Lee, Byunghan Lee, Jongyoon Song, Jaesik Yoon, Yongsik Lee, Donghun Lee, Sungroh Yoon

CoRR, 2018

LncRNAnet: long non-coding RNA identification using deep learning.

Junghwan Baek, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon

Bioinform., 2018

2017

Deep learning in bioinformatics.

Seonwoo Min, Byunghan Lee, Sungroh Yoon

Briefings Bioinform., 2017

2016

Biometric Authentication Using Noisy Electrocardiograms Acquired by Mobile Sensors.

Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon

IEEE Access, 2016

Neural Universal Discrete Denoiser.

Taesup Moon, Seonwoo Min, Byunghan Lee, Sungroh Yoon

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

deepTarget: End-to-end Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks.

Byunghan Lee, Junghwan Baek, Seunghyun Park, Sungroh Yoon

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015

DUDE-Seq: Fast Universal Denoising of Nucleotide Sequences.

Byunghan Lee, Taesup Moon, Sungroh Yoon, Tsachy Weissman

CoRR, 2015

DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks.

Byunghan Lee, Taehoon Lee, Byunggook Na, Sungroh Yoon

CoRR, 2015

Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis, and beyond.

Sungmin Lee, Byunghan Lee, Sei Joon Kim, Sunyoung Kwon, Sungroh Yoon

CoRR, 2015

NASCUP: Nucleic Acid Sequence Classification by Universal Probability.

Sunyoung Kwon, Gyuwan Kim, Byunghan Lee, Sungroh Yoon, Young-Han Kim

CoRR, 2015

2014

CASPER: context-aware scheme for paired-end reads from high-throughput amplicon sequencing.

Sunyoung Kwon, Byunghan Lee, Sungroh Yoon

BMC Bioinform., 2014

2013

In-depth analysis of interrelation between quality scores and real errors in illumina reads.

Sunyoung Kwon, Seunghyun Park, Byunghan Lee, Sungroh Yoon

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Rapid and Robust Denoising of Pyrosequenced Amplicons for Metagenomics.

Byunghan Lee, Joonhong Park, Sungroh Yoon

Proceedings of the 12th IEEE International Conference on Data Mining, 2012