| Packet-based network traffic classification using deep learning HK Lim, JB Kim, JS Heo, K Kim, YG Hong, YH Han 2019 International Conference on Artificial Intelligence in Information and …, 2019 | 126 | 2019 |
| Time series classification of cryptocurrency price trend based on a recurrent LSTM neural network DH Kwon, JB Kim, JS Heo, CM Kim, YH Han Journal of Information Processing Systems 15 (3), 694-706, 2019 | 88 | 2019 |
| Federated reinforcement learning for training control policies on multiple IoT devices HK Lim, JB Kim, JS Heo, YH Han Sensors 20 (5), 1359, 2020 | 86 | 2020 |
| Payload-based traffic classification using multi-layer lstm in software defined networks HK Lim, JB Kim, K Kim, YG Hong, YH Han Applied Sciences 9 (12), 2550, 2019 | 59 | 2019 |
| Imitation reinforcement learning-based remote rotary inverted pendulum control in openflow network JB Kim, HK Lim, CM Kim, MS Kim, YG Hong, YH Han IEEE Access 7, 36682-36690, 2019 | 37 | 2019 |
| Federated reinforcement learning for controlling multiple rotary inverted pendulums in edge computing environments HK Lim, JB Kim, CM Kim, GY Hwang, H Choi, YH Han 2020 International Conference on Artificial Intelligence in Information and …, 2020 | 27 | 2020 |
| System and method to control a cross domain workflow based on a hierarchical engine framework TW You, YH Lee, CS Pyo, YG Hong, MS Kim, WS You, SI Cho, HJ Kang, ... US Patent 11,070,488, 2021 | 14 | 2021 |
| Sortation Control Using Multi-Agent Deep Reinforcement Learning in N-Grid Sortation System JB Kim, HB Choi, GY Hwang, K Kim, YG Hong, YH Han Sensors 20 (12), 3401, 2020 | 10 | 2020 |
| Deep Q-network based rotary inverted pendulum system and its monitoring on the EdgeX platform JB Kim, DH Kwon, YG Hong, HK Lim, MS Kim, YH Han 2019 international conference on artificial intelligence in information and …, 2019 | 10 | 2019 |
| Computing system and method for intelligent ioe information framework TW You, JH Hong, KH Kim, YG Hong, HS Yoon, WS Lim, MS Kim, TH Kim US Patent App. 16/158,109, 2019 | 8 | 2019 |
| Strangeness-driven exploration in multi-agent reinforcement learning JB Kim, HB Choi, YH Han Neural Networks 172, 106149, 2024 | 3 | 2024 |
| Blockchain based financial portfolio management using A3C JB Kim, JS Heo, HK Lim, DH Kwon, YH Han KIPS Transactions on Computer and Communication Systems 8 (1), 17-28, 2019 | 2 | 2019 |
| System and method for controlling multiple devices through federated reinforcement learning YH Han, HK Lim, CM Kim, JB Kim, GY Hwang, HB Choi US Patent App. 17/098,320, 2021 | 1 | 2021 |
| Packet payload-based network traffic classification using convolutional neural network JB Kim, HK Lim, JS Heo, YH Han Proceedings of the Korea Information Processing Society Conference, 928-931, 2017 | 1 | 2017 |
| System and method to control a cross domain workflow based on a hierachical engine framework TW You, YH Lee, CS Pyo, YG Hong, MS Kim, WS You, SI Cho, HJ Kang, ... US Patent App. 17/349,651, 2021 | | 2021 |
| Design of Rotary Inverted Pendulum System Using Reinforcement Learning JB Kim, DH Kwon, YG Hong, MS Kim, YH Han Proceedings of the Korea Information Processing Society Conference, 705-707, 2018 | | 2018 |
| Network Packet Classification Using Convolution Neural Network and Recurrent Neural Network HK Lim, JB Kim, YH Han Proceedings of the Korea Information Processing Society Conference, 16-18, 2018 | | 2018 |
| Design of A Remote Device Control System Using Reinforcement Learning in Software Defined Networks HK Lim, JB Kim, MS Kim, YG Hong, YH Han Proceedings of the Korea Information Processing Society Conference, 139-142, 2018 | | 2018 |
| Flow based Network Traffic Classification Using Recurrent Neural Network HK Lim, JB Kim, JS Heo, DH Kwon, YH Han Proceedings of the Korea Information Processing Society Conference, 835-838, 2017 | | 2017 |
| SDN based LTE/EPC Networks Model and Experiment for Mobility Management HK Lim, JS Heo, JB Kim, YH Han Proceedings of the Korea Information Processing Society Conference, 113-116, 2017 | | 2017 |
