발행물

전체 논문

52

1

Deep Defense Against Mal-Doc: Utilizing Transformer and SeqGAN for Detecting and Classifying Document Type Malware
정영섭, Gati Lother Martin, 이상민, 김종현, 강아름, 우지영
APPLIED SCIENCES-BASEL, 202503

2

Subset selection for domain adaptive pre-training of language model
정영섭, 황준하, 김하늘, 이승동
SCIENTIFIC REPORTS, 202503

3

Positional embeddings and zero-shot learning using BERT for molecular-property prediction
Jagath C. Rajapakse, 황준하, MSWAHILI MEDARD EDMUND, 조겨리, 정영섭
JOURNAL OF CHEMINFORMATICS, 202502

4

Tokenizers for African Languages
MSWAHILI MEDARD EDMUND, NDOMBA GOODWILL ERASMO, 정영섭
IEEE ACCESS, 202501

5

Relational Graph Convolution Network with Multi Features for Anti-COVID-19 Drugs Discovery using 3CLpro Potential Target
조겨리, 김영진, NDOMBA GOODWILL ERASMO, MSWAHILI MEDARD EDMUND, 정영섭
CURRENT BIOINFORMATICS, 202501

6

Transformer-Based Models For Chemical SMILES Representation: A Comprehensive Literature Review
MSWAHILI MEDARD EDMUND, 정영섭
HELIYON, 202410

7

Graph Neural Networks with Multi-features for Predicting Cocrystals using APIs and Coformers Interactions
정영섭, MSWAHILI MEDARD EDMUND, 이승동, 조겨리
CURRENT MEDICINAL CHEMISTRY, 202405

8

Sensor-Based Indoor Fire Forecasting Using Transformer Encoder
정영섭, 황준하, 이승동, NDOMBA GOODWILL ERASMO, 김영진, 김증임
SENSORS, 202404

9

Graph Neural Network and BERT Model for Antimalarial Drug Predictions Using Plasmodium Potential Targets
정영섭, 조겨리, MSWAHILI MEDARD EDMUND, NDOMBA GOODWILL ERASMO
APPLIED SCIENCES-BASEL, 202402

10

File-level malware detection using byte streams
MSWAHILI MEDARD EDMUND, 정영섭, 강아름
SCIENTIFIC REPORTS, 202306