| Feb 04, 2025 | One collaborative manuscript entitled “MemoCMT: Cross-modal transformer-based feature fusion for multimodal emotion recognition using audio and text” has been accepted for publication in the Scientific Reports journal |
| Jan 29, 2025 | One manuscript entitled “DOGpred: A Novel Deep Learning Framework for Accurate Identification of Human O-linked Threonine Glycosylation Sites” has been accepted for publication in the Journal of Molecular Biology |
| Jan 16, 2025 | One collaborative manuscript entitled “Hydraulic performance and wave transmission through nature-inspired perforated hollow-base piles breakwater” has been accepted for publication in the Ocean Engineering journal |
| Jan 10, 2025 | One collaborative manuscript entitled “Enhancing daily runoff prediction in hydropower basins with a voting ensemble model using historical data” has been accepted for publication in the Hydrological Sciences Journal |
| Jan 07, 2025 | One preprint entitled “Advances in RNA secondary structure prediction and RNA modifications: Methods, data, and applications” has been submitted to arXiv |
| Dec 23, 2024 | One preprint entitled “QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation” has been submitted to arXiv |
| Dec 18, 2024 | One preprint entitled “Multi-modal fusion in speech emotion recognition: A comprehensive review of methods and technologies” has been submitted to SSRN |
| Nov 28, 2024 | Received the SKKU BK21 Innovative Research Scholarship (교육연구단 장학혁신 (SKKU BK21 혁신연구 장학금)) |
| Nov 20, 2024 | One manuscript entitled “Leveraging deep transfer learning and explainable AI for accurate COVID-19 diagnosis: Insights from a multi-national chest CT scan study” has been accepted for publication in the Computers in Biology and Medicine journal |
| Nov 13, 2024 | Successfully completed the preliminary defense for my Ph.D. dissertation and became a Ph.D. candidate |
| Nov 02, 2024 | One manuscript entitled “MST-m6A: A Novel Multi-Scale Transformer-based Framework for Accurate Prediction of m6A Modification Sites Across Diverse Cellular Contexts” has been accepted for publication in the Journal of Molecular Biology |
| Oct 04, 2024 | One collaborative manuscript entitled “HuBERT-CLAP: Contrastive Learning-Based Multimodal Emotion Recognition using Self-Alignment Approach” has been accepted for publication in the MMAsia ‘24: Proceedings of the 6th ACM International Conference on Multimedia in Asia |
| Sep 30, 2024 | Our project, entitled “Accurate Liver Pathology Identification via Dual-stream Graph Convolutional Networks (이중 스트림 그래프 합성곱 신경망을 통한 정확한 간 병리 식별)”, has been selected for the 2024 3rd K-BDS analysis infrastructure utilization support program ([Track I] Large innovation research) by the Korea Bio Data Station (K-BDS), Korea Institute of Science and Technology Information, Republic of Korea |
| Aug 13, 2024 | Two collaborative manuscripts entitled “Federated Learning with U-Net for Brain Tumor Segmentation: Impact of Client Numbers and Data Distribution” and “Towards Real-time Vietnamese Traffic Sign Recognition on Embedded Systems” have been accepted for publication in the 2024 15th International Conference on Information and Communication Technology Convergence (ICTC) |
| Jul 07, 2024 | Two manuscripts entitled “Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion” and “Lang2Mol-Diff: A Diffusion-Based Generative Model for Language-to-Molecule Translation Leveraging SELFIES Representation” have been accepted for publication in the Proceedings of the 1st Workshop on Language + Molecules (L+M 2024) |
| Jul 06, 2024 | One manuscript entitled “HOTGpred: Enhancing human O-linked threonine glycosylation prediction using integrated pretrained protein language model-based features and multi-stage feature selection approach” has been accepted for publication in the Computers in Biology and Medicine journal |
| Jun 28, 2024 | Our project, entitled “Predicting Twelve Common RNA Modification Sites Using Advanced Deep Learning Frameworks with Conventional and Pre-trained Language Model Features (기존 및 사전 학습된 언어 모델 기반 특징을 사용하여 고급 딥러닝 프레임워 크로 열두 개의 일반적인 RNA 수정 부위 예측)”, has been selected for the 2024 2nd K-BDS analysis infrastructure utilization support program ([Track I] Large innovation research) by the Korea Bio Data Station (K-BDS), Korea Institute of Science and Technology Information, Republic of Korea |
| Jun 20, 2024 | One manuscript entitled “mACPpred 2.0: Stacked Deep Learning for Anticancer Peptide Prediction with Integrated Spatial and Probabilistic Feature Representations” has been accepted for publication in the Journal of Molecular Biology |
| Jun 09, 2024 | One collaborative manuscript entitled “SEP-AlgPro: An efficient allergen prediction tool utilizing traditional machine learning and deep learning techniques with protein language model features” has been accepted for publication in the International Journal of Biological Macromolecules |
| Jun 06, 2024 | One collaborative manuscript entitled “Predicting drought stress under climate change in the Southern Central Highlands of Vietnam” has been accepted for publication in the Environmental Monitoring and Assessment journal |
| May 29, 2024 | One collaborative manuscript entitled “Meta-2OM: A multi-classifier meta-model for the accurate prediction of RNA 2’-O-methylation sites in human RNA” has been accepted for publication in the PLoS ONE journal |
| Apr 18, 2024 | One manuscript entitled “ac4C-AFL: A high-precision identification of human mRNA N4-acetylcytidine sites based on adaptive feature representation learning” has been accepted for publication in the Molecular Therapy - Nucleic Acids journal |
| Apr 12, 2024 | Our project, entitled “Enhancing m6A RNA modification prediction across cell lines and tissues using biological language models and a contrastive learning framework”, has been selected for the High-Performance Computing Support Project by the Korea Association for ICT Promotion (KAIT), Republic of Korea |
| Apr 01, 2024 | Our project, entitled “Enhancing Peptide-HLA Class I Binding Prediction through Siamese Network-Based Contrastive Learning Framework with Feature Fusion (펩타이드-HLA Class I 결합 예측 강화를 위한 특징 융합 기반 시암 네트워크 대조 학습 프레임워크)”, has been selected for the 2024 1st K-BDS analysis infrastructure utilization support program ([Track I] Large innovation research) by the Korea Bio Data Station (K-BDS), Korea Institute of Science and Technology Information, Republic of Korea |
| Mar 12, 2024 | Our Research Story (KOR/ENG) regarding the recently published papers in the Briefings in Bioinformatics journal has been highlighted on SKKU’s Research Stories (KOR/ENG) |
| Jan 08, 2024 | Our paper, entitled “H2Opred: a robust and efficient hybrid deep learning model for predicting 2’-O-methylation sites in human RNA”, recently published in the Briefings in Bioinformatics journal, has been cataloged in Hanbitsa Paper of the Biological Research Information Center (BRIC) |
| Dec 15, 2023 | My Hanbitsa Interview regarding the recently published paper in the Briefings in Bioinformatics journal has been shared on the Biological Research Information Center (BRIC) |
| Dec 08, 2023 | Our paper, entitled “Advancing the accuracy of SARS-CoV-2 phosphorylation site detection via meta-learning approach”, recently published in the Briefings in Bioinformatics journal, has been cataloged in Hanbitsa Paper of the Biological Research Information Center (BRIC) |
| Nov 28, 2023 | One manuscript entitled “H2Opred: a robust and efficient hybrid deep learning model for predicting 2’-O-methylation sites in human RNA” has been accepted for publication in the Briefings in Bioinformatics journal |
| Nov 27, 2023 | One collaborative manuscript entitled “Enhanced sliding mode controller design via meta-heuristic algorithm for robust and stable load frequency control in multi-area power systems” has been accepted for publication in the IET Generation, Transmission & Distribution journal |
| Nov 20, 2023 | Two collaborative manuscripts entitled “Deep Learning-Based Automated Cashier System for Bakeries” and “Innovative Multi-Modal Control for Surveillance Spider Robot: An Integration of Voice and Hand Gesture Recognition” have been accepted for publication in Proceedings of the 2024 9th International Conference on Intelligent Information Technology |
| Nov 07, 2023 | Our project, entitled “Identification of human 2’-O-methylation (2OM) sites using a hybrid deep learning framework (하이브리드 딥 러닝 프레임워크를 사용한 인간 2’-O-메틸화(2OM) 부위 식별)”, has been selected for the 2023 2nd K-BDS analysis infrastructure utilization support program ([Track I] Large innovation research) by the Korea Bio Data Station (K-BDS), Korea Institute of Science and Technology Information, Republic of Korea |
| Nov 05, 2023 | One of my very first first-author manuscripts in the field of Computational Biology and Bioinformatics, entitled “Advancing the accuracy of SARS-CoV-2 phosphorylation site detection via meta-learning approach”, has been accepted for publication in the Briefings in Bioinformatics journal |
| Oct 17, 2023 | One manuscript entitled “SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion” has been accepted for publication in the Proceedings of the 12th International Symposium on Information and Communication Technology |
| Aug 26, 2023 | One collaborative manuscript entitled “Comparative analysis of multi-loss functions for enhanced multi-modal speech emotion recognition” has been accepted for publication in the 2023 14th International Conference on Information and Communication Technology Convergence (ICTC) |
| Aug 14, 2023 | One collaborative manuscript entitled “ADP-Fuse: A novel two-layer machine learning predictor to identify antidiabetic peptides and diabetes types using multiview information” has been accepted for publication in the Computers in Biology and Medicine journal |
| Jul 01, 2023 | Released new officially personal website |
| May 28, 2023 | One manuscript entitled “Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition” has been accepted for publication in the Expert Systems with Applications journal |
| May 25, 2023 | One collaborative manuscript entitled “Towards an efficient machine learning model for financial time series forecasting” has been accepted for publication in the Soft Computing journal |
| Apr 20, 2023 | One manuscript entitled “An exploratory simulation study and prediction model on human brain behavior and activity using an integration of deep neural network and biosensor Rabi antenna” has been accepted for publication in the Heliyon journal |
| Apr 15, 2023 | One collaborative manuscript entitled “DrugormerDTI: Drug Graphormer for drug–target interaction prediction” has been accepted for publication in the Computers in Biology and Medicine journal |