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 who are highly motivated and passionate about ML. If interested, please email prof. heeyoul "henry" choi at hchoi (a) handong.edu.

News

  • HGU NMT is open at http://203.252.112.19:8888/

    • Kor-Eng and Eng-Kor Translation System base on Neural Machine Translation with Proper Noun Dictionary.

  • Best Presentation Award in KCC 2020:

    • J. Joo and H. Choi, "Fast video action recognition based on 1D CNN", KCC 2020.

    • Yunjung Kim, Yongju Kim, Jinyoung Choi, Gwanwoo Jang, H. Choi, "Speaker’s Gender Effect on Transfer Learning for Text-To-Speech", KCC 2020 (Undergrad).

  • New publications:

    • H. Kim, S. Park, D. Heo, S. Lange, H. Choi, J.-H. Yoo, J. W.-K. Hong, "Graph Neural Network-based Virtual Network Function Deployment Prediction", CNSM, Nov. 2, 2020. (Accepted)

    • D. Heo, H. Kim, S. Lange, H. Choi, "Graph Neural Network Based Service Function Chaining for Automatic Network Control", APNOMS, Sep. 22, 2020.

    • H. Kim, S. Park, S. Lange, D. Lee, D. Heo, H. Choi, J. Yoo, J. W. Hong, "Graph Neural Network-based Virtual Network Function Management", APNOMS, Sep. 22, 2020. (Student Paper Award)