Won Joon Yun - RankMe

72 papers A* 3A 5B 2Journal 50Unranked 12

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
2024	J	`jnl`	Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming Using Adaptive Super-Resolution. IEEE Trans. Green Commun. Netw. Minseok Choi, Won Joon Yun, Seok Bin Son, Soohyun Park, Joongheon Kim
2024	J	`jnl`	Joint User Clustering, Beamforming, and Power Allocation for mmWave-NOMA With Imperfect SIC. IEEE Trans. Wirel. Commun. Byungju Lim, Won Joon Yun, Joongheon Kim, Young-Chai Ko
2023	J	`jnl`	Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications. CoRR Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, 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
2023	A	`conf`	Demo: EQuaTE: Efficient Quantum Train Engine Design and Demonstration for Dynamic Software Analysis. ICDCS Soohyun Park, Hao Feng, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Joongheon Kim
2023	J	`jnl`	EQuaTE: Efficient Quantum Train Engine for Dynamic Analysis via HCI-based Visual Feedback. CoRR Soohyun Park, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Hao Feng, Joongheon Kim
2023	A*	`conf`	FV-Train: Quantum Convolutional Neural Network Training with a Finite Number of Qubits by Extracting Diverse Features (Student Abstract). AAAI Hankyul Baek, Won Joon Yun, Joongheon Kim
2023	—	`conf`	Modern Trends in Quantum AI: Distributed and High-Definition Computation. ICOIN Jae Pyoung Kim, Won Joon Yun, Hankyul Baek, Joongheon Kim
2023	A	`conf`	Multi-Site Clinical Federated Learning Using Recursive and Attentive Models and NVFlare. ICDCS Won Joon Yun, Samuel Kim, Joongheon Kim
2023	J	`jnl`	Multi-Site Clinical Federated Learning using Recursive and Attentive Models and NVFlare. CoRR Won Joon Yun, Samuel Kim, Joongheon Kim
2023	A	`conf`	Poster: Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications. ICDCS Chanyoung Park, Haemin Lee, Won Joon Yun, Soohyun Park, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems. CoRR Chanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, Soohyun Park, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management. CoRR Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2023	A*	`conf`	Quantum Multi-Agent Meta Reinforcement Learning. AAAI Won Joon Yun, Jihong Park, Joongheon Kim
2023	J	`jnl`	Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems. IEEE Internet Things J. Chanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, Soohyun Park, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory Management. IEEE Internet Things J. Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2023	J	`jnl`	Quantum distributed deep learning architectures: Models, discussions, and applications. ICT Express Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Jihong Park, Minseok Choi, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. IEEE Trans. Intell. Transp. Syst. Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen
2023	J	`jnl`	Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems. CoRR Hyunsoo Lee, Soohyun Park, Won Joon Yun, Soyi Jung, Joongheon Kim
2023	J	`jnl`	SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks. IEEE/ACM Trans. Netw. Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2023	J	`jnl`	Stereoscopic scalable quantum convolutional neural networks. Neural Networks Hankyul Baek, Won Joon Yun, Soohyun Park, Joongheon Kim
2022	J	`jnl`	3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications. CoRR Hankyul Baek, Won Joon Yun, 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 Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control. CoRR Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, Carlos Cordeiro, Joongheon 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	B	`conf`	Cooperative Video Quality Adaptation for Delay-Sensitive Dynamic Streaming using Adaptive Super-Resolution. WiOpt Minseok Choi, Won Joon Yun, Joongheon Kim
2022	—	`conf`	DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and Visualization. APWCS Hyunsoo Lee, Won Joon Yun, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2022	A	`conf`	Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly. CIKM Won Joon Yun, David Mohaisen, Soyi Jung, Jong-Kook Kim, Joongheon Kim
2022	J	`jnl`	Joint Pilot Design and Channel Estimation Using Deep Residual Learning for Multi-Cell Massive MIMO Under Hardware Impairments. IEEE Trans. Veh. Technol. Byungju Lim, Won Joon Yun, Joongheon Kim, Young-Chai Ko
2022	A*	`conf`	Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. INFOCOM Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon 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
2022	J	`jnl`	Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification. CoRR Won Joon Yun, Hankyul Baek, Joongheon Kim
2022	J	`jnl`	Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles. IEEE Trans. Veh. Technol. Won Joon Yun, Dohyun Kwon, Minseok Choi, Joongheon Kim, Giuseppe Caire, Andreas F. Molisch
2022	J	`jnl`	Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding. CoRR Won Joon Yun, Jae Pyoung Kim, Hankyul Baek, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
2022	J	`jnl`	Quantum Heterogeneous Distributed Deep Learning Architectures: Models, Discussions, and Applications. CoRR Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Minseok Choi, Soyi Jung, Joongheon Kim
2022	J	`jnl`	Quantum Multi-Agent Meta Reinforcement Learning. CoRR Won Joon Yun, Jihong Park, Joongheon Kim
2022	A	`conf`	Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. ICDCS Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim
2022	J	`jnl`	Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. CoRR Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim
2022	J	`jnl`	Quantum Split Neural Network Learning using Cross-Channel Pooling. CoRR Won Joon Yun, Hankyul Baek, Joongheon Kim
2022	J	`jnl`	Scalable Quantum Convolutional Neural Networks. CoRR Hankyul Baek, Won Joon Yun, Joongheon Kim
2022	J	`jnl`	Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. CoRR Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen
2022	J	`jnl`	SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks. CoRR Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2022	J	`jnl`	Slimmable Quantum Federated Learning. CoRR Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
2022	—	`conf`	Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks. ICTC Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim
2022	J	`jnl`	Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks. CoRR Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim
2022	J	`jnl`	Two-Stage Architectural Fine-Tuning with Neural Architecture Search using Early-Stopping in Image Classification. CoRR Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Joongheon Kim
2022	J	`jnl`	Visual Simulation Software Demonstration for Quantum Multi-Drone Reinforcement Learning. CoRR Chanyoung Park, Jae Pyoung Kim, Won Joon Yun, Soyi Jung, Joongheon Kim
2021	—	`conf`	Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication. ISWCS Won Joon Yun, Byungju Lim, Soyi Jung, Young-Chai Ko, Jihong Park, Joongheon Kim, Mehdi Bennis
2021	J	`jnl`	Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication. CoRR Won Joon Yun, Byungju Lim, Soyi Jung, Young-Chai Ko, Jihong Park, Joongheon Kim, Mehdi Bennis
2021	—	`conf`	Autonomous Aerial Mobility Learning for Drone-Taxi Flight Control. ICTC Won Joon Yun, Yoo Jeong Ha, Soyi Jung, Joongheon Kim
2021	J	`jnl`	Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding. CoRR Hankyul Baek, Won Joon Yun, Soyi Jung, Jihong Park, Mingyue Ji, Joongheon Kim, Mehdi Bennis
2021	J	`jnl`	Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming using Adaptive Super-Resolution. CoRR Minseok Choi, Won Joon Yun, Joongheon Kim
2021	J	`jnl`	Distributed deep reinforcement learning for autonomous aerial eVTOL mobility in drone taxi applications. ICT Express Won Joon Yun, Soyi Jung, Joongheon Kim, Jae-Hyun Kim
2021	—	`conf`	Infrastructure-Assisted Cooperative Multi-UAV Deep Reinforcement Energy Trading Learning for Big-Data Processing. ICOIN Soyi Jung, Won Joon Yun, Joongheon Kim, Jae-Hyun Kim
2021	—	`conf`	Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. ICTC Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim
2021	J	`jnl`	Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. CoRR Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim
2021	J	`jnl`	Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. CoRR Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2021	B	`conf`	Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games. SMC Won Joon Yun, Sungwon Yi, Joongheon Kim
2021	J	`jnl`	Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games. CoRR Won Joon Yun, Sungwon Yi, 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
2021	J	`jnl`	Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles. CoRR Won Joon Yun, Dohyun Kwon, Minseok Choi, Joongheon Kim, Giuseppe Caire, Andreas F. Molisch
2021	—	`conf`	Quantum Neural Networks: Concepts, Applications, and Challenges. ICUFN Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim
2021	J	`jnl`	Quantum Neural Networks: Concepts, Applications, and Challenges. CoRR Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim
2021	—	`conf`	Trends in Neural Architecture Search: Towards the Acceleration of Search. ICTC Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Soyi Jung, Joongheon Kim
2021	J	`jnl`	Trends in Neural Architecture Search: Towards the Acceleration of Search. CoRR Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Soyi Jung, Joongheon Kim
2021	—	`conf`	Visualization of Deep Reinforcement Autonomous Aerial Mobility Learning Simulations. INFOCOM Workshops Gusang Lee, Won Joon Yun, Soyi Jung, Joongheon Kim, Jae-Hyun Kim
2021	J	`jnl`	Visualization of Deep Reinforcement Autonomous Aerial Mobility Learning Simulations. CoRR Gusang Lee, Won Joon Yun, Soyi Jung, Joongheon Kim, Jae-Hyun Kim
2020	—	`conf`	3D Modeling and WebVR Implementation using Azure Kinect, Open3D, and Three.js. ICTC Won Joon Yun, Joongheon Kim
2020	J	`jnl`	3D Modeling and WebVR Implementation using Azure Kinect, Open3D, and Three.js. CoRR Won Joon Yun, Joongheon Kim