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2020 – today
- 2023
[j93]Soohyun Park, Chanyoung Park, Soyi Jung, Jae-Hyun Kim
, Joongheon Kim:
Workload-Aware Scheduling Using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks. IEEE Access 11: 16533-16548 (2023)- [j92]JooYong Shim, Joongheon Kim, Jong-Kook Kim:
Audio-to-Visual Cross-Modal Generation of Birds. IEEE Access 11: 27719-27729 (2023) - [j91]Seok Bin Son, Soohyun Park, Joongheon Kim:
Entropy-Aware Similarity for Balanced Clustering: A Case Study With Melanoma Detection. IEEE Access 11: 46892-46902 (2023) - [j90]Won Joon Yun, Myungjae Shin, Soyi Jung, JeongGil Ko, Hyung-Chul Lee, Joongheon Kim:
Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset. Comput. Biol. Medicine 156: 106739 (2023) - [j89]Soyi Jung, Jae-Hyun Kim, David Mohaisen, Joongheon Kim:
Truthful and performance-optimal computation outsourcing for aerial surveillance platforms via learning-based auction. Comput. Networks 225: 109651 (2023) - [j88]Hyun-Chul Jo, Hyun-Wook Jin, Joongheon Kim:
Self-adaptive end-to-end resource management for real-time monitoring in cyber-physical systems. Comput. Networks 225: 109669 (2023) - [j87]Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim:
Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory Management. IEEE Internet Things J. 10(11): 9942-9952 (2023) - [j86]Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen:
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. IEEE Trans. Intell. Transp. Syst. 24(1): 885-890 (2023) - [c130]Seok Bin Son, Soohyun Park, Haemin Lee, Youngkee Kim, Dongwan Kim, Joongheon Kim:
Introduction to MITRE ATT&CK: Concepts and Use Cases. ICOIN 2023: 158-161 - [c129]Gyu Seon Kim, Hyunsoo Lee, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim:
Hybrid MAC for Military UAV Networks. ICOIN 2023: 656-659 - [c128]Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim:
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. ICOIN 2023: 746-749 - [c127]Jae Pyoung Kim, Won Joon Yun, Hankyul Baek, Joongheon Kim:
Modern Trends in Quantum AI: Distributed and High-Definition Computation. ICOIN 2023: 750-754 - [c126]Ju-Hyung Lee, Joongheon Kim:
Sionna: Introduction to Embedded Open-Source Semantic Communication Platforms. ICOIN 2023: 775-777 - [i88]Hyunsoo Lee, Soohyun Park, Won Joon Yun, Soyi Jung, Joongheon Kim:
Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems. CoRR abs/2301.00124 (2023) - [i87]Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim:
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management. CoRR abs/2301.04012 (2023) - [i86]Soohyun Park, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim:
Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks. CoRR abs/2301.07307 (2023) - [i85]Soohyun Park, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Hao Feng, Joongheon Kim:
EQuaTE: Efficient Quantum Train Engine for Dynamic Analysis via HCI-based Visual Feedback. CoRR abs/2302.03853 (2023) - [i84]Chanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, Soohyun Park, Soyi Jung, Joongheon Kim:
Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems. CoRR abs/2302.04445 (2023) - [i83]Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, Joongheon Kim:
Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications. CoRR abs/2304.08493 (2023) - [i82]Seok Bin Son, Soohyun Park, Joongheon Kim:
Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection. CoRR abs/2305.15417 (2023) - 2022
- [j85]Edward Au, Leif Wilhelmsson, Tuncer Baykas, Joongheon Kim:
Guest Editorial: Recent and Future Evolution of Wi-Fi. IEEE Commun. Stand. Mag. 6(2): 8-11 (2022) - [j84]Soyi Jung, Moon-Sik Lee, Jihyung Kim, Mi-Young Yun, Joongheon Kim, Jae-Hyun Kim:
Trustworthy handover in LEO satellite mobile networks. ICT Express 8(3): 432-437 (2022) - [j83]Won Joon Yun, Myungjae Shin, Soyi Jung, Sean Soek-Chul Kwon, Joongheon Kim:
Parallelized and randomized adversarial imitation learning for safety-critical self-driving vehicles. J. Commun. Networks 24(6): 710-721 (2022) - [j82]Haemin Lee, Sean Soek-Chul Kwon, Soyi Jung, Joongheon Kim:
Neural Myerson auction for truthful and energy-efficient autonomous aerial data delivery. J. Commun. Networks 24(6): 730-741 (2022) - [j81]EunSeong Boo, Joongheon Kim, JeongGil Ko:
LiteZKP: Lightening Zero-Knowledge Proof-Based Blockchains for IoT and Edge Platforms. IEEE Syst. J. 16(1): 112-123 (2022) - [j80]Nhu-Ngoc Dao, Trung V. Phan, Umar Sa'ad, Joongheon Kim, Thomas Bauschert, Dinh-Thuan Do, Sungrae Cho:
Securing Heterogeneous IoT With Intelligent DDoS Attack Behavior Learning. IEEE Syst. J. 16(2): 1974-1983 (2022) - [j79]Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim:
Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. IEEE Trans. Ind. Informatics 18(10): 7086-7096 (2022) - [j78]Juheon Yi, Seongwon Kim, Joongheon Kim, Sunghyun Choi:
Supremo: Cloud-Assisted Low-Latency Super-Resolution in Mobile Devices. IEEE Trans. Mob. Comput. 21(5): 1847-1860 (2022) - [j77]Won Joon Yun, Dohyun Kwon, Minseok Choi, Joongheon Kim, Giuseppe Caire, Andreas F. Molisch:
Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles. IEEE Trans. Veh. Technol. 71(2): 2002-2017 (2022) - [j76]Kyeong-Rok Kim, Jung-Hoon Lee, Soyi Jung, Joongheon Kim, Jae-Hyun Kim:
Stabilized Detection Accuracy Maximization Using Adaptive SAR Image Processing in LEO Networks. IEEE Trans. Veh. Technol. 71(5): 5661-5665 (2022) - [j75]Byungju Lim, Won Joon Yun, Joongheon Kim, Young-Chai Ko:
Joint Pilot Design and Channel Estimation Using Deep Residual Learning for Multi-Cell Massive MIMO Under Hardware Impairments. IEEE Trans. Veh. Technol. 71(7): 7599-7612 (2022) - [c125]Hyunsoo Lee, Won Joon Yun, Soyi Jung, Jae-Hyun Kim, Joongheon Kim:
DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and Visualization. APWCS 2022: 112-116 - [c124]Hankyul Baek, Haemin Lee, Ji-Yeon Kim, Soyi Jung, Minseok Choi, Joongheon Kim:
Trends in 3D Point Cloud Contents Sampling in Mobile AR/VR Platforms. APWCS 2022: 171-175 - [c123]Won Joon Yun, David Mohaisen, Soyi Jung, Jong-Kook Kim, Joongheon Kim:
Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly. CIKM 2022: 3624-3633 - [c122]Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim:
AoI-Aware Markov Decision Policies for Caching. ICDCS 2022: 1274-1275 - [c121]Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim:
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. ICDCS 2022: 1292-1293 - [c120]Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim:
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. ICDCS 2022: 1332-1335 - [c119]Haemin Lee, Youngkee Kim, Hyunhee Cho, Soyi Jung, Joongheon Kim:
The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets. ICOIN 2022: 58-61 - [c118]Hyunsoo Lee, Haemin Lee, Soyi Jung, Joongheon Kim:
Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach. ICOIN 2022: 474-477 - [c117]Sanghyon Park, Jaeyoon Park, Joongheon Kim, Soyi Jung:
Deep Reinforcement Learning for Complex Topography in Urban Aerial Mobility: Sensor-based Calibration and Visualization. ICTC 2022: 1201-1203 - [c116]Ju-Hyung Lee, Dheeraj Panneer Selvam, Andreas F. Molisch, Joongheon Kim:
Reinforcement Learning Empowered Massive IoT Access in LEO-based Non-Terrestrial Networks. ICTC 2022: 1347-1350 - [c115]Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim:
Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks. ICTC 2022: 1581-1584 - [c114]Seok Bin Son, Soohyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Dong Hwa Kim:
Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks. ICTC 2022: 1972-1975 - [c113]Soohyun Park, Minjae Yoo, Soyi Jung, Minseok Choi, Joongheon Kim:
Introduction to Secure Computing Methods in Unmanned Aerial Vehicles. ICUFN 2022: 239-241 - [c112]Joongheon Kim:
Learning-based Second Price Auction for Distributed Delivery Scheduling in Smart and Autonomous Urban Air Mobility. ICUFN 2022: 341-344 - [c111]Youngkee Kim, Soyi Jung, Minseok Choi, Joongheon Kim:
Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification. ICUFN 2022: 363-365 - [c110]Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim:
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. INFOCOM 2022: 1729-1738 - [c109]Rhoan Lee, Haemin Lee, Soohyun Park, Joongheon Kim:
Adaptive and Stabilized Streaming for Edge-Assisted Connected Vehicles under Heterogeneous Computing Constraints. VTC Spring 2022: 1-5 - [c108]Ju-Hyung Lee, Hyowoon Seo, Jihong Park, Mehdi Bennis, Young-Chai Ko, Joongheon Kim:
Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning. VTC Spring 2022: 1-5 - [c107]Minseok Choi, Won Joon Yun, Joongheon Kim:
Cooperative Video Quality Adaptation for Delay-Sensitive Dynamic Streaming using Adaptive Super-Resolution. WiOpt 2022: 262-268 - [i81]Haemin Lee, Sean Soek-Chul Kwon, Soyi Jung, Joongheon Kim:
Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery. CoRR abs/2201.01170 (2022) - [i80]Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim:
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. CoRR abs/2201.05843 (2022) - [i79]Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Joongheon Kim:
Two-Stage Architectural Fine-Tuning with Neural Architecture Search using Early-Stopping in Image Classification. CoRR abs/2202.08604 (2022) - [i78]Yoo Jeong Ha, Gusang Lee, Minjae Yoo, Soyi Jung, Seehwan Yoo, Joongheon Kim:
Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset. CoRR abs/2202.10456 (2022) - [i77]Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Minseok Choi, Soyi Jung, Joongheon Kim:
Quantum Heterogeneous Distributed Deep Learning Architectures: Models, Discussions, and Applications. CoRR abs/2202.11200 (2022) - [i76]Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim:
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. CoRR abs/2203.10443 (2022) - [i75]Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim:
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks. CoRR abs/2203.14094 (2022) - [i74]Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim:
AoI-Aware Markov Decision Policies for Caching. CoRR abs/2204.13850 (2022) - [i73]Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim:
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. CoRR abs/2205.00407 (2022) - [i72]Seok Bin Son, Soohyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Donghwa Kim:
Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks. CoRR abs/2205.13763 (2022) - [i71]Youngkee Kim, Soyi Jung, Minseok Choi, Joongheon Kim:
Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification. CoRR abs/2206.02098 (2022) - [i70]Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim:
Slimmable Quantum Federated Learning. CoRR abs/2207.10221 (2022) - [i69]Won Joon Yun, Jihong Park, Joongheon Kim:
Quantum Multi-Agent Meta Reinforcement Learning. CoRR abs/2208.11510 (2022) - [i68]Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim:
Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks. CoRR abs/2209.00862 (2022) - [i67]Hankyul Baek, Won Joon Yun, Joongheon Kim:
Scalable Quantum Convolutional Neural Networks. CoRR abs/2209.12372 (2022) - [i66]Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen:
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. CoRR abs/2209.14525 (2022) - [i65]Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, Carlos Cordeiro, Joongheon Kim:
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control. CoRR abs/2210.00945 (2022) - [i64]Soohyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim:
Age-of-Information Aware Contents Caching and Distribution for Connected Vehicles. CoRR abs/2210.01536 (2022) - [i63]Hankyul Baek, Won Joon Yun, Joongheon Kim:
3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications. CoRR abs/2210.09728 (2022) - [i62]Ju-Hyung Lee, Dong-Ho Lee, Eunsoo Sheen, Thomas Choi, Jay Pujara, Joongheon Kim:
Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model. CoRR abs/2210.15237 (2022) - [i61]Ülkü Meteriz-Yildiran, Necip Fazil Yildiran, Joongheon Kim, David Mohaisen:
Learning Location from Shared Elevation Profiles in Fitness Apps: A Privacy Perspective. CoRR abs/2210.15529 (2022) - [i60]Won Joon Yun, Hankyul Baek, Joongheon Kim:
Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification. CoRR abs/2210.16731 (2022) - [i59]Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim:
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. CoRR abs/2211.03502 (2022) - [i58]Won Joon Yun, Hankyul Baek, Joongheon Kim:
Quantum Split Neural Network Learning using Cross-Channel Pooling. CoRR abs/2211.06524 (2022) - [i57]Chanyoung Park, Soohyun Park, Gyu Seon Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim:
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility. CoRR abs/2211.06890 (2022) - [i56]Chanyoung Park, Jae Pyoung Kim, Won Joon Yun, Soyi Jung, Joongheon Kim:
Visual Simulation Software Demonstration for Quantum Multi-Drone Reinforcement Learning. CoRR abs/2211.15375 (2022) - [i55]Won Joon Yun, Jae Pyoung Kim, Hankyul Baek, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim:
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding. CoRR abs/2212.01732 (2022) - 2021
- [j74]Soohyun Park, Won-Yong Shin, Minseok Choi, Joongheon Kim:
Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles. IEEE Access 9: 94053-94063 (2021) - [j73]Yoo Jeong Ha, Minjae Yoo, Gusang Lee, Soyi Jung, Sae Won Choi, Joongheon Kim, Seehwan Yoo:
Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies With COVID-19 CT, X-Ray, and Cholesterol Data. IEEE Access 9: 121046-121059 (2021) - [j72]Won Joon Yun, Soyi Jung, Joongheon Kim, Jae-Hyun Kim:
Distributed deep reinforcement learning for autonomous aerial eVTOL mobility in drone taxi applications. ICT Express 7(1): 1-4 (2021) - [j71]Haemin Lee, Soyi Jung, Joongheon Kim:
Truthful electric vehicle charging via neural-architectural Myerson auction. ICT Express 7(2): 196-199 (2021) - [j70]Ashar Ahmad, Abdulrahman Alabduljabbar, Muhammad Saad, Daehun Nyang, Joongheon Kim, David Mohaisen:
Empirically comparing the performance of blockchain's consensus algorithms. IET Blockchain 1(1): 56-64 (2021) - [j69]Minseok Choi, Myungjae Shin, Joongheon Kim:
Dynamic video delivery using deep reinforcement learning for device-to-device underlaid cache-enabled Internet-of-vehicle networks. J. Commun. Networks 23(2): 117-128 (2021) - [j68]Dohyun Kim, Soohyun Park, Joongheon Kim, Jae Young Bang, Soyi Jung:
Stabilized adaptive sampling control for reliable real-time learning-based surveillance systems. J. Commun. Networks 23(2): 129-137 (2021) - [j67]Muhammad Saad, Joongheon Kim, DaeHun Nyang, David Mohaisen:
Contra-∗: Mechanisms for countering spam attacks on blockchain's memory pools. J. Netw. Comput. Appl. 179: 102971 (2021) - [j66]Soyi Jung, Joongheon Kim:
Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms. J. Real Time Image Process. 18(5): 1815-1825 (2021) - [j65]Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. Proc. IEEE 109(5): 796-819 (2021) - [j64]Soohyun Park, Soyi Jung, Haemin Lee, Joongheon Kim, Jae-Hyun Kim:
Large-Scale Water Quality Prediction Using Federated Sensing and Learning: A Case Study with Real-World Sensing Big-Data. Sensors 21(4): 1462 (2021) - [j63]Dohyun Kim, Dohyun Kwon, Laihyuk Park, Joongheon Kim, Sungrae Cho:
Multiscale LSTM-Based Deep Learning for Very-Short-Term Photovoltaic Power Generation Forecasting in Smart City Energy Management. IEEE Syst. J. 15(1): 346-354 (2021) - [j62]Soyi Jung, Joongheon Kim, Jae-Hyun Kim:
Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile Networks. IEEE Syst. J. 15(3): 4293-4302 (2021) - [j61]Adeel Malik, Joongheon Kim, Kwang Soon Kim, Won-Yong Shin:
A Personalized Preference Learning Framework for Caching in Mobile Networks. IEEE Trans. Mob. Comput. 20(6): 2124-2139 (2021) - [j60]Soyi Jung, Won Joon Yun, Myungjae Shin, Joongheon Kim, Jae-Hyun Kim:
Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems. IEEE Trans. Veh. Technol. 70(6): 5362-5377 (2021) - [j59]Soyi Jung, Joongheon Kim, Marco Levorato, Carlos Cordeiro, Jae-Hyun Kim:
Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected Vehicles. IEEE Trans. Veh. Technol. 70(8): 7307-7321 (2021) - [j58]Minseok Choi, Andreas F. Molisch, Dong-Jun Han, Dongjae Kim, Joongheon Kim, Jaekyun Moon:
Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands. IEEE Trans. Wirel. Commun. 20(4): 2685-2699 (2021) - [c106]Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim:
Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation. APWCS 2021: 1-5 - [c105]Haemin Lee, Soyi Jung, Joongheon Kim:
Distributed and Autonomous Aerial Data Collection in Smart City Surveillance Applications. APWCS 2021: 1-3 - [c104]Joongheon Kim, Seunghoon Park, Soyi Jung, Seehwan Yoo:
Spatio-Temporal Split Learning. DSN (Supplements) 2021: 11-12 - [c103]Dohyun Kim, Joongheon Kim:
Non-Local Self-Attention Mechanism for Real-Time Context Embedding Deep Shadow Removal Network. ICOIN 2021: 43-45 - [c102]Jaeho Choi, Seunghyeok Oh, Joongheon Kim:
A Tutorial on Quantum Graph Recurrent Neural Network (QGRNN). ICOIN 2021: 46-49 - [c101]Seunghyeok Oh, Jaeho Choi, Jong-Kook Kim, Joongheon Kim:
Quantum Convolutional Neural Network for Resource-Efficient Image Classification: A Quantum Random Access Memory (QRAM) Approach. ICOIN 2021: 50-52 - [c100]Hyomin Ahn, Junghyun Kim, Joongheon Kim:
Auction-based Truthful Distributed Resource Allocation for Smart Grid Systems. ICOIN 2021: 53-55 - [c99]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:
Performance Comparison of SRCNN, VDSR, and SRDenseNet Deep Learning Models in Embedded Autonomous Driving Platforms. ICOIN 2021: 56-58 - [c98]Soyi Jung, Won Joon Yun, Joongheon Kim, Jae-Hyun Kim:
Infrastructure-Assisted Cooperative Multi-UAV Deep Reinforcement Energy Trading Learning for Big-Data Processing. ICOIN 2021: 159-162 - [c97]Junghyun Kim, Joongheon Kim:
Access Management using Vickrey-Clarke-Groves Auction in Terrestrial-Drone Networks. ICOIN 2021: 317-320 - [c96]JooYong Shim, Joongheon Kim, Jong-Kook Kim:
On the Tradeoff between Computation-Time and Learning-Accuracy in GAN-based Super-Resolution Deep Learning. ICOIN 2021: 422-424 - [c95]Haemin Lee, Soohyun Park, Junghyun Kim, Joongheon Kim:
Auction-based Deep Learning Computation Offloading for Truthful Edge Computing: A Myerson Auction Approach. ICOIN 2021: 457-459 - [c94]Jaeho Choi, Seunghyeok Oh, Soohyun Park, Jong-Kook Kim, Joongheon Kim:
Proper Cost Hamiltonian Design for Combinatorial Optimization Problems: A Boolean Function Approach. ICOIN 2021: 469-472 - [c93]Hee won Kwon, Jae-Won Nam, Joongheon Kim, Youn Kyu Lee:
Generative Adversarial Attacks on Fingerprint Recognition Systems. ICOIN 2021: 483-485 - [c92]Taek-Young Youn, Joongheon Kim, Seog Chung Seo:
Efficient Data Delivery in Content-Centric Network with Stronger Privacy of Publisher. ICOIN 2021: 511-513 - [c91]Myungjae Shin, David Mohaisen, Joongheon Kim:
Bitcoin Price Forecasting via Ensemble-based LSTM Deep Learning Networks. ICOIN 2021: 603-608 - [c90]