Machine Intelligence Lab (MILAb)
in Handong Global University (HGU)
Our goal is to develop more general and powerful machine learning (ML) algorithms to change the world and help people. We are interested in everything related to ML, especially deep learning (DL) and reinforcement learning (RL).
We are looking for students (especially international students) who are highly motivated and passionate about ML/DL/RL. If interested, please email prof. heeyoul "henry" choi at hchoi (a) handong (dot) edu.
News
New Publications:
Yu-Bin Hong, Kyungjun Lee, DongNyeong Heo, H. Choi, "New Transformer Model to Generate Molecules for Drug Discovery" Journal of KIISE, KCI, (in press)
Daniela N. Rim, Richard Kimera, H. Choi, "Mini-Batching with Similar-Length Sentences to Quickly Train NMT Models" Journal of KIISE, Vol. 50, No. 7, pp.614-620, Jul. 2023. (KCI)
Richard Kimera, Daniela N. Rim, H. Choi, "Fine-Tuning BERT on Twitter and Reddit Data in Luganda and English", International Conference onNatural Language Processing and Information Retrieval, Seoul, Korea, Dec. 15-17, 2023.
Richard Kimera, Daniela N. Rim, Joseph Kirabira, Ubong Godwin Udomah, H. Choi, "Enhanced Labeling Technique for Reddit Text and Fine-Tuned Longformer Models for Classifying Depression Severity in English and Luganda", International Conference on ICT Convergence, Jeju, Korea, Oct. 11-13, 2023.
M. Fernando, R. Senanayake, H. Choi, and M. Swany, “Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility”, Robotics: Science and Systems (RSS), Daegu, Republic of Korea, Jul. 10-14, 2023.
Lab Introduction Video is available at https://youtu.be/smB2HGnZ3A4 (Thanks to Daniela Rim! Nice work!)
HGU NMT (Kor-Eng/Eng-Kor) is open at http://203.252.112.19:8888/ (sometimes not working due to a server issue)