Myungjae Shin - RankMe

24 papers A* 1B 2Journal 15Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Hierarchical Deep Reinforcement Learning-Based Propofol Infusion Assistant Framework in Anesthesia. IEEE Trans. Neural Networks Learn. Syst. Won Joon Yun, Myungjae Shin, David Mohaisen, Kangwook Lee, Joongheon Kim
2023	J	`jnl`	Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset. Comput. Biol. Medicine Won Joon Yun, Myungjae Shin, Soyi Jung, JeongGil Ko, Hyung-Chul Lee, Joongheon Kim
2022	J	`jnl`	Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. CoRR Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
2022	J	`jnl`	Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. IEEE Trans. Ind. Informatics Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
2022	J	`jnl`	Parallelized and randomized adversarial imitation learning for safety-critical self-driving vehicles. J. Commun. Networks Won Joon Yun, Myungjae Shin, Soyi Jung, Sean Soek-Chul Kwon, Joongheon Kim
2021	J	`jnl`	Adversarial Imitation Learning via Random Search in Lane Change Decision-Making. CoRR Myungjae Shin, Joongheon Kim
2021	—	`conf`	Bitcoin Price Forecasting via Ensemble-based LSTM Deep Learning Networks. ICOIN Myungjae Shin, David Mohaisen, Joongheon Kim
2021	J	`jnl`	Dynamic video delivery using deep reinforcement learning for device-to-device underlaid cache-enabled Internet-of-vehicle networks. J. Commun. Networks Minseok Choi, Myungjae Shin, Joongheon Kim
2021	—	`conf`	Joint Behavioral Cloning and Reinforcement Learning Method for Propofol and Remifentanil Infusion in Anesthesia. ICOIN Myungjae Shin, Joongheon Kim
2021	J	`jnl`	Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems. IEEE Trans. Veh. Technol. Soyi Jung, Won Joon Yun, Myungjae Shin, Joongheon Kim, Jae-Hyun Kim
2021	J	`jnl`	Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles. CoRR Won Joon Yun, Myungjae Shin, Soyi Jung, Sean Soek-Chul Kwon, Joongheon Kim
2021	—	`conf`	Performance Comparison of SRCNN, VDSR, and SRDenseNet Deep Learning Models in Embedded Autonomous Driving Platforms. ICOIN Joongheon Kim, Myungjae Shin, Dohyun Kim, Soohyun Park, Yeongeun Kang, Junghyun Kim, Haemin Lee, Won Joon Yun, Jaeho Choi, Seunghoon Park, Seunghyeok Oh, Jaesung Yoo
2020	J	`jnl`	Adversarial Imitation Learning via Random Search. CoRR Myungjae Shin, Joongheon Kim
2020	J	`jnl`	Auction-based Charging Scheduling with Deep Learning Framework for Multi-Drone Networks. CoRR Myungjae Shin, Joongheon Kim, Marco Levorato
2020	J	`jnl`	Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach. IEEE Trans. Ind. Informatics Myungjae Shin, Dae-Hyun Choi, Joongheon Kim
2020	J	`jnl`	XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning. CoRR Myungjae Shin, Chihoon Hwang, Joongheon Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2019	B	`conf`	Adversarial Imitation Learning via Random Search. IJCNN Myungjae Shin, Joongheon Kim
2019	J	`jnl`	Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks. IEEE Trans. Veh. Technol. Myungjae Shin, Joongheon Kim, Marco Levorato
2019	—	`conf`	Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach. APWCS Soohyun Park, Junhui Kim, Dohyun Kwon, Myungjae Shin, Joongheon Kim
2019	A*	`conf`	Randomized Adversarial Imitation Learning for Autonomous Driving. IJCAI Myungjae Shin, Joongheon Kim
2019	J	`jnl`	Randomized Adversarial Imitation Learning for Autonomous Driving. CoRR Myungjae Shin, Joongheon Kim
2018	—	`conf`	Neural Network Syntax Analyzer for Embedded Standardized Deep Learning. EMDL@MobiSys Myungjae Shin, Joongheon Kim, Aziz Mohaisen, Jaebok Park, KyungHee Lee
2018	B	`conf`	Recipient-Oriented Transaction for Preventing Double Spending Attacks in Private Blockchain. SECON HyunJae Lee, Myungjae Shin, Kyeong Seon Kim, Yeongeun Kang, Joongheon Kim
2018	—	`conf`	Top-down parsing for Neural Network Exchange Format (NNEF) in TensorFlow-based deep learning computation. ICOIN Bokyung Seo, Myungjae Shin, Yeong Jong Mo, Joongheon Kim