Byunghan Lee

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 26

Top Topics

Sequence Classification

Anomaly Detection

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Naae Kwon, Yuenkyung Yoo, Byunghan Lee
Novel Curriculum Learning Strategy Using Class-Based TF-IDF for Enhancing Personality Detection in Text. IEEE Access 12 (2024)
Naae Kwon, Yuenkyung Yoo, Byunghan Lee
Class conditioned text generation with style attention mechanism for embracing diversity. Appl. Soft Comput. 163 (2024)
Subin Kim, Yunseon Choi, Byunghan Lee
Considerations in Evaluation of Deep Hashing Networks for Information Retrieval System. ISOCC (2023)
Minseo Kang, Byunghan Lee
TiCTok: Time-Series Anomaly Detection With Contrastive Tokenization. IEEE Access 11 (2023)
Seonwoo Min, Byunghan Lee, Sungroh Yoon
TargetNet: functional microRNA target prediction with deep neural networks. Bioinform. 38 (3) (2022)
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
Towards a Rigorous Evaluation of Time-Series Anomaly Detection. AAAI (2022)
Bumju Kwak, Jeonghee Jo, Byunghan Lee, Sungroh Yoon
Geometry-aware Transformer for molecular property prediction. CoRR (2021)
Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information. IEEE Access 9 (2021)
Seonwoo Min, Byunghan Lee, Sungroh Yoon
TargetNet: Functional microRNA Target Prediction with Deep Neural Networks. CoRR (2021)
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
Towards a Rigorous Evaluation of Time-series Anomaly Detection. CoRR (2021)
Sunyoung Kwon, Gyuwan Kim, Byunghan Lee, Jongsik Chun, Sungroh Yoon, Young-Han Kim
NASCUP: Nucleic Acid Sequence Classification by Universal Probability. IEEE Access 9 (2021)
Jeonghee Jo, Bumju Kwak, Byunghan Lee, Sungroh Yoon
Flexible dual-branched message passing neural network for quantum mechanical property prediction with molecular conformation. CoRR (2021)
Byunghan Lee, Hyeyoung Min, Sungroh Yoon
MUGAN: multi-GPU accelerated AmpliconNoise server for rapid microbial diversity assessment. Bioinform. 37 (11) (2021)
Byunghan Lee
Deep Learning-Based microRNA Target Prediction Using Experimental Negative Data. IEEE Access 8 (2020)
Seonwoo Min, Hyun-Soo Choi, Hyeongrok Han, Minji Seo, Jin-Kook Kim, Junsang Park, Sunghoon Jung, Il-Young Oh, Byunghan Lee, Sungroh Yoon
Bag of Tricks for Electrocardiogram Classification With Deep Neural Networks. CinC (2020)
Ho Bae, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon
DNA Steganalysis Using Deep Recurrent Neural Networks. PSB (2019)
Junghwan Baek, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon
LncRNAnet: long non-coding RNA identification using deep learning. Bioinform. 34 (22) (2018)
Seunghyun Park, Hyun-Soo Choi, Byunghan Lee, Jongsik Chun, Joong-Ho Won, Sungroh Yoon
hc-OTU: A Fast and Accurate Method for Clustering Operational Taxonomic Units Based on Homopolymer Compaction. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (2) (2018)
Jaekoo Lee, Byunghan Lee, Jongyoon Song, Jaesik Yoon, Yongsik Lee, Donghun Lee, Sungroh Yoon
Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA. CoRR (2018)
Ho Bae, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon
DNA Steganalysis Using Deep Recurrent Neural Networks. CoRR (2017)
Seonwoo Min, Byunghan Lee, Sungroh Yoon
Deep learning in bioinformatics. Briefings Bioinform. 18 (5) (2017)
Byunghan Lee, Junghwan Baek, Seunghyun Park, Sungroh Yoon
deepTarget: End-to-end Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks. BCB (2016)
Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
Biometric Authentication Using Noisy Electrocardiograms Acquired by Mobile Sensors. IEEE Access 4 (2016)
Byunghan Lee, Junghwan Baek, Seunghyun Park, Sungroh Yoon
deepTarget: End-to-end Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks. CoRR (2016)
Taesup Moon, Seonwoo Min, Byunghan Lee, Sungroh Yoon
Neural Universal Discrete Denoiser. NIPS (2016)
Seonwoo Min, Byunghan Lee, Sungroh Yoon
Deep Learning in Bioinformatics. CoRR (2016)
Byunghan Lee, Taesup Moon, Sungroh Yoon, Tsachy Weissman
DUDE-Seq: Fast Universal Denoising of Nucleotide Sequences. CoRR (2015)
Sungmin Lee, Byunghan Lee, Sei Joon Kim, Sunyoung Kwon, Sungroh Yoon
Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis, and beyond. CoRR (2015)
Byunghan Lee, Taehoon Lee, Byunggook Na, Sungroh Yoon
DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks. CoRR (2015)
Sunyoung Kwon, Gyuwan Kim, Byunghan Lee, Sungroh Yoon, Young-Han Kim
NASCUP: Nucleic Acid Sequence Classification by Universal Probability. CoRR (2015)
Sunyoung Kwon, Byunghan Lee, Sungroh Yoon
CASPER: context-aware scheme for paired-end reads from high-throughput amplicon sequencing. BMC Bioinform. 15 (S-9) (2014)
Sunyoung Kwon, Seunghyun Park, Byunghan Lee, Sungroh Yoon
In-depth analysis of interrelation between quality scores and real errors in illumina reads. EMBC (2013)
Byunghan Lee, Joonhong Park, Sungroh Yoon
Rapid and Robust Denoising of Pyrosequenced Amplicons for Metagenomics. ICDM (2012)