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:
- Namjin Seo, DongNyeong Heo, and H. Choi, "Advanced VNF Scaling in Network Management with Reinforcement Learning and Graph Neural Networks", International Conference on Neural Information Processing, Auckland, New Zealand, Dec. 2-6, 2024.
- Daniela N. Rim, DongNyeong Heo, Chungjun Lee, S. Nam, J.-H. Yoo, J. W.-K. Hong, and H. Choi, "Anomaly Detection based on System Text Logs of Virtual Network Functions" Big Data Research, Vol. 38, Nov. 2024. (SCIE)
- Daniela N. Rim, and H Choi, "Empirical Study of Symmetrical Reasoning in Conversational Chatbots", Future Technologies Conference, London, UK, Nov. 14-15, 2024.
- DongNyeong Heo, and H. Choi, "End-to-End Training of Back Translation Framework with Categorical Reparameterization Trick" International Conference on Artificial Neural Networks, Lugano, Switzerland, Sep. 17-20, 2024
- T.-A. Hsieh, H. Choi, and M. Kim, "Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation", Interspeech, Kos Island, Greece, Sep. 1-5, 2024.
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)

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