Conference Papers

(2024)

1. (Review) Joint Multi-Agent Reinforcement Learning and Message-Passing for Distributed Multi-UAV Cooperation using Conflict Graphs
   IEEE WiOpt (Seoul, Korea, October 2024) Y. Cho, H. Lee, S. Park, J. Kim

2. (Review) Advanced Taxiing Path Guidance using Multi-Agent Reinforcement Learning for Air Traffic Management
   IEEE WiOpt (Seoul, Korea, October 2024) S. Lee, G. S. Kim, S. Park, J. Kim

3. (Review) Introduction to Quantum Multi-Agent Reinforcement Learning: Concepts and Applications
   ICTC AI Special Session (Jeju, Korea, October 2024) Y. Cho, S. B. Son, S. Park, J. Kim

4. Quantum Reinforcement Learning: Concepts, Models, and Applications
   ICIT (Da Nang, Vietnam, September 2024) J. Kim

5. Diffusion-based Quantum Error Mitigation using Stochastic Differential Equation
   IEEE VTS APWCS (Singapore, August 2024) J. Y. Shim, J. Kim

6. Quantum Multi-Agent Reinforcement Learning Software Design and Visual Simulations for Multi-Drone Mobility Control
   IEEE VTS APWCS (Singapore, August 2024) S. Park, G. S. Kim, S. Jung, J. Kim

7. Quantum Error Mitigation in Open Systems using Diffusion Models: Stochastic Differential Equation and Shrodinger Bridge Approaches
   IJCAI Workshop on Quantum Algorithms, Optimization, and AI (Jeju, Korea, August 2024) J. Y. Shim, J. Kim

8. Depth-Controllable Quantum Federated Learning
   IJCAI Workshop on Quantum Algorithms, Optimization, and AI (Jeju, Korea, August 2024) S. Park, H. Baek, J. Park, M. Bennis, S. Jung, J. Kim

9. Realizing Cooperative Global Internet Services for Space-Air-Ground Integrated Networks: A Quantum Multi-Agent Reinforcement Learning Framework
   IJCAI Workshop on Quantum Algorithms, Optimization, and AI (Jeju, Korea, August 2024) G. S. Kim, Y. Cho, S. Park, S. Jung, J. Kim

10. Multi-Channel Quantum Convolutional Neural Network
    IJCAI Workshop on Quantum Algorithms, Optimization, and AI (Jeju, Korea, August 2024) E. J. Roh, J. Y. Shim, S. Park, J. Kim

11. Quantum Style Transfer in Hybrid Quantum-Classical Computing
    IJCAI Workshop on Quantum Algorithms, Optimization, and AI (Jeju, Korea, August 2024) E. J. Roh, J. Y. Shim, S. Park, J. Kim

12. Shifting from Knowledge to Infidelity Distillation for Fast and Accurate Distributed Quantum Machine Learning
    IJCAI Workshop on Quantum Algorithms, Optimization, and AI (Jeju, Korea, August 2024) J. Kim, S. Oh, J. Park, H. Baek, H. Lee, J. Kim, S.-L. Kim

(2023)

13. Quantum Split Learning for Privacy-Preserving Information Management
    ACM CIKM (Birmingham, United Kingdom, October 2023) S. Park, H. Baek, J. Kim
    (Acceptance Rate (short): 152/554=27.44%)
    ACK: NRF-Korea (2022R1A2C2004869, QHD), NRF-Korea (2021R1A4A1030775, BRL)

14. Logarithmic Dimension Reduction for Quantum Neural Networks
    ACM CIKM (Birmingham, United Kingdom, October 2023) H. Baek, S. Park, J. Kim
    (Acceptance Rate (short): 152/554=27.44%)
    ACK: NRF-Korea (2022R1A2C2004869, QHD), NRF-Korea (2021R1A4A1030775, BRL)

15. Quantum Federated Learning for Vehicular Computing Scenarios
    IEEE ICTC (Jeju, Korea, October 2023) J. Kim
    ACK: NRF-Korea (2022R1A2C2004869, QHD)

16. Trends in Deep Reinforcement Learning for Distributed Coordination and Cooperation with Homogeneous Multi-Agents
    IEEE ICTC (Jeju, Korea, October 2023) J. Kim
    ACK: NRF-Korea (2021R1A4A1030775, BRL)

17. Quantum Reinforcement Learning for Large-Scale Multi-Agent Decision-Making in Autonomous Aerial Networks
    IEEE VTS APWCS (Tainan, Taiwan, August 2023) S. Park, J. Kim
    (IEEE VTS Seoul Chapter Award)
    ACK: NRF-Korea (2022R1A2C2004869, QHD), IITP (6G)

18. EQuaTE: Efficient Quantum Train Engine Design and Demonstration for Dynamic Software Analysis
    IEEE ICDCS Demo - Short Paper (Hong Kong, China, July 2023) S. Park, H. Feng, W. J. Yun, C. Park, Y. K. Lee, S. Jung, J. Kim
    ACK: NRF-Korea (2022R1A2C2004869, QHD)

19. Multi-Site Clinical Federated Learning Using Recursive and Attentive Models and NVFlare
    IEEE ICDCS Demo - Short Paper (Hong Kong, China, July 2023) W. J. Yun, S. Kim, J. Kim

20. Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications
    IEEE ICDCS Poster (Hong Kong, China, July 2023) C. Park, H. Lee, W. J. Yun, S. Park, S. Jung, J. Kim
    ACK: NRF-Korea (2022R1A2C2004869, QHD)

21. Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility
    IEEE ICC (Rome, Italy, May/June 2023) C. Park, S. Park, G. S. Kim, S. Jung, J.-H. Kim, J. Kim
    ACK: NRF-Korea (2022R1A2C2004869, QHD), NRF-Korea (2021R1A4A1030775, BRL)

22. Quantum Multi-Agent Meta Reinforcement Learning
    AAAI (Washington DC, USA, February 2023) W. J. Yun, J. Park, J. Kim
    (Acceptance Rate: 1721/8777=19.61%)
    ACK: NRF-Korea (2022R1A2C2004869, QHD), IITP (AI-Bots)

23. 3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications
    AAAI Workshop on AI to Accelerate Science and Engineering (Washington DC, USA, February 2023) H. Baek, W. J. Yun, J. Kim
    ACK: IITP (AI-Bots)

24. FV-Train: Quantum Convolutional Neural Network Training with a Finite Number of Qubits by Extracting Diverse Features
    AAAI Student Abstract and Poster (Washington DC, USA, February 2023) H. Baek, W. J.  Yun, J. Kim
    (Finalist (Top 25), Oral Presentation Contest)
    ACK: IITP (AI-Bots)

25. Modern Trends in Quantum AI: Distributed and High-Definition Computation
    IEEE ICOIN (Bangkok, Thailand, January 2023) J. P. Kim, W. J. Yun, H. Baek, J. Kim
    ACK: IITP (AI-Bots)

26. Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception
    IEEE ICOIN (Bangkok, Thailand, January 2023) H. Baek, Y. J. Ha, M. Yoo, S. Jung, J. Kim
    ACK: IITP (6G)

27. Sionna: Introduction to Embedded Open-Source Semantic Communication Platforms
    IEEE ICOIN (Bangkok, Thailand, January 2023) J.-H. Lee, J. Kim
    ACK: NRF-Korea (2022R1A2C2004869, QHD)

28. Hybrid MAC for Military UAV Networks
    IEEE ICOIN (Bangkok, Thailand, January 2023) G. S. Kim, H. Lee, C. Park, S. Jung, J.-H. Kim, J. Kim
    ACK: IITP (AI-Bots)

29. Introduction to MITRE ATT&CK: Concepts and Use Cases
    IEEE ICOIN (Bangkok, Thailand, January 2023) S. B. Son, S. Park, H. Lee, Y. Kim, D. Kim, J. Kim
    ACK: NRF-Korea (2022R1A2C2004869, QHD), IITP (6G)

(2022)

30. Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly
    ACM CIKM (Atlanta, Georgia, USA, October 2022) W. J. Yun, D. Mohaisen, S. Jung, J.-K. Kim, J. Kim
    (Acceptance Rate (applied research): 91/307=29.64%)
    ACK: Samsung, ITRC-Hanyang (IITP-2022-2017-0-01637)

31. Reinforcement Learning Empowered Massive IoT Access in LEO-based Non-Terrestrial Networks
    IEEE ICTC (Jeju, Korea, October 2022) J.-H. Lee, D. P. Selvam, A. F. Molisch, J. Kim
    (Best Paper Award)

32. Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks
    IEEE ICTC (Jeju, Korea, October 2022) S. B. Son, S. Park, H. Lee, J. Kim, S. Jung, D. Kim
    ADD (UI210009XD, COA)

33. Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks
    IEEE ICTC (Jeju, Korea, October 2022) H. Lee, S. B. Son, W. J. Yun, J.  Kim, S. Jung, D. H. Kim
    ADD (UI210009XD, COA)

34. Deep Reinforcement Learning for Complex Topography in Urban Aerial Mobility: Sensor-based Calibration and Visualization
    IEEE ICTC (Jeju, Korea, October 2022) S. Park, J. Park, S. Jung, J. Kim

35. Cooperative Video Quality Adaptation for Delay-Sensitive Dynamic Streaming using Adaptive Super-Resolution
    IEEE WiOpt (Turin, Italy, September 2022) M. Choi, W. J. Yun, J. Kim

36. DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and Visualization
    IEEE VTS APWCS (Seoul, Korea, August 2022) H. Lee, W. J. Yun, S. Jung, J.-H. Kim, J. Kim
    (IEEE VTS Seoul Chapter Award)
    ACK: NRF-Korea (2021R1A4A1030775, BRL), ITRC-Hanyang (IITP-2022-2017-0-01637)

37. Trends in 3D Point Cloud Contents Sampling in Mobile AR/VR Platforms
    IEEE VTS APWCS (Seoul, Korea, August 2022) H. Baek, H. Lee, J.-Y. Kim, S. Jung, M. Choi, J. Kim
    ACK: Samsung

38. Slimmable Quantum Federated Learning
    ICML Workshop on Dynamic Neural Networks (Baltimore, Maryland, USA, July 2022) W. J. Yun, J. P. Kim, S. Jung, J. Park, M. Bennis, J. Kim
    (Spotlight, Oral Presentation)
    ACK: NRF-Korea (2022R1A2C2004869, QHD), NRF-Korea (2021R1A4A1030775, BRL), NRF-Korea (2019M3E4A1080391, QAOA), ITRC-Hanyang (IITP-2022-2017-0-01637)

39. Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design
    IEEE ICDCS Demo - Short Paper (Bologna, Italy, July 2022) W. J. Yun, Y. Kwak, J. P. Kim, H. Cho, S. Jung, J. Park, J. Kim
    ACK: NRF-Korea (2021R1A4A1030775, BRL), NRF-Korea (2022R1A2C2004869, QHD) 

40. Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints
    IEEE ICDCS Poster (Bologna, Italy, July 2022) R. Lee, S. Park, S. Jung, J. Kim
    ACK: NRF-Korea (2021R1A4A1030775, BRL), ITRC-Hanyang (IITP-2022-2017-0-01637)

41. AoI-Aware Markov Decision Policies for Caching
    IEEE ICDCS Ph.D. Student Symposium (Bologna, Italy, July 2022) S. Park, S. Jung, M. Choi, J. Kim
    ACK: NRF-Korea (2021R1A4A1030775, BRL), ITRC-Hanyang (IITP-2022-2017-0-01637)

42. Learning-based Second Price Auction for Distributed Delivery Scheduling in Smart and Autonomous Urban Air Mobility
    IEEE ICUFN (Barcelona, Spain, July 2022) J. Kim
    ACK: NRF-Korea (2022R1A2C2004869, QHD), NRF-Korea (2021R1A4A1030775, BRL)

43. Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification
    IEEE ICUFN (Barcelona, Spain, July 2022) Y. Kim, S. Jung, M. Choi, J. Kim
    ACK: IITP (2021-0-00766, NAS)

44. Introduction to Secure Computing Methods in Unmanned Aerial Vehicles
    IEEE ICUFN (Barcelona, Spain, July 2022) S. Park, M. Yoo, S. Jung, M. Choi, J. Kim

45. Adaptive and Stabilized Streaming for Edge-Assisted Connected Vehicles under Heterogeneous Computing Constraints
    IEEE VTC (Helsinki, Finland, June 2022) R. Lee, H. Lee, S. Park, J. Kim
    ACK: NRF-Korea (2022R1A2C2004869, QHD), ITRC-Hanyang (IITP-2022-2017-0-01637)

46. Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning
    IEEE VTC (Helsinki, Finland, June 2022) J.-H. Lee, H. Seo, J. Park, M. Bennis, J. Kim, Y.-C. Ko
    ACK: NRF-Korea (2022R1A2C2004869, QHD)

47. Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks
    IEEE INFOCOM (London, United Kingdom, May 2022) H. Baek, W. J. Yun, Y. Kwak, S. Jung, M. Ji, M. Bennis, J. Park, J. Kim
    (Acceptance Rate: 225/1129=19.93%)
    ACK: IITP (6G)

48. The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets
    IEEE ICOIN (Jeju, Korea, January 2022) H. Lee, Y. Kim, H. Cho, S. Jung, J. Kim

49. Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach
    IEEE ICOIN (Jeju, Korea, January 2022) H. Lee, H. Lee, S. Jung, J. Kim
    ACK: IITP (6G)

(2021)

50. Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games
    IEEE SMC (Melbourne, Australia, October 2021) W. J. Yun, S. Yi, J. Kim

51. Trends in Neural Architecture Search: Towards the Acceleration of Search
    IEEE ICTC (Jeju, Korea, October 2021) Y. Kim, W. J. Yun, Y. K. Lee, S. Jung, J. Kim
    ACK: IITP (2021-0-00766, NAS)

52. Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation
    IEEE ICTC (Jeju, Korea, October 2021) Y. Kwak, W. J. Yun, S. Jung, J.-K. Kim, J. Kim
    ACK: NRF-Korea (2019M3E4A1080391, QAOA)

53. Autonomous Aerial Mobility Learning for Drone-Taxi Flight Control
    IEEE ICTC (Jeju, Korea, October 2021) W. J. Yun, Y. J. Ha, S. Jung, J. Kim
    ACK: IITP (6G) 

54. Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication
    IEEE ISWCS (Berlin, Germany, September 2021) W. J. Yun, B. Lim, S. Jung, Y.-C. Ko, J. Park, J. Kim, M. Bennis
    ACK: IITP/MSIT (2018-0-00170, PriMO5G)

55. Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation
    IEEE VTS APWCS (Virtual, August 2021) J. Kim, Y. Kwak, S. Jung, J.-H. Kim
    (IEEE VTS Seoul Chapter Award)
    ACK: NRF-Korea (2019M3E4A1080391, QAOA), NRF-Korea (2021R1A4A1030775, BRL)

56. Distributed and Autonomous Aerial Data Collection in Smart City Surveillance Applications
    IEEE VTS APWCS (Virtual, August 2021) H. Lee, S. Jung, J. Kim
    (IEEE VTS Seoul Chapter Award)
    ACK: NRF-Korea (2021R1A4A1030775, BRL)

57. Quantum Neural Networks: Concepts, Applications, and Challenges
    IEEE ICUFN (Jeju, Korea, August 2021) Y. Kwak, W. J. Yun, S. Jung, J. Kim
    ACK: NRF-Korea (2019M3E4A1080391, QAOA)

58. Trends in Blockchain and Federated Learning for Data Sharing in Distributed Platforms
    IEEE ICUFN (Jeju, Korea, August 2021) H. Lee, J. Kim
    ACK: NRF-Korea (2021R1A4A1030775, BRL)

59. Trends in LEO Satellite Handover Algorithms
    IEEE ICUFN (Jeju, Korea, August 2021) S. Park, J. Kim
    ACK: NRF-Korea (2021R1A4A1030775, BRL)

60. Secure Aerial Surveillance using Split Learning
    IEEE ICUFN (Jeju, Korea, August 2021) Y. J. Ha, M. Yoo, S. Park, S. Jung, J. Kim
    ACK: NRF-Korea (2021R1A4A1030775, BRL)

61. Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding
    ICML Workshop on Federated Learning for User Privacy and Data Confidentiality (Virtual, July 2021) H. Baek, W. J. Yun, S. Jung, M. Ji, J. Kim, J. Park, M. Bennis

62. Spatio-Temporal Split Learning
    IEEE/IFIP DSN Supplemental Volume (Virtual, June 2021) J. Kim, S. Park, S. Jung, S. Yoo
    ACK: MHW (HI19C0572, CDM), NRF-Korea (2019R1A2C4070663, mmWave)

63. Visualization of Deep Reinforcement Autonomous Aerial Mobility Learning Simulations
    IEEE INFOCOM Extended Abstract (Virtual, May 2021) G. Lee, W. J. Yun, S. Jung, J. Kim, J.-H. Kim
    ACK: NRF-Korea (2019R1A2C4070663, mmWave), NRF-Korea (2019M3E4A1080391, QAOA)

64. Infrastructure-Assisted Cooperative Multi-UAV Deep Reinforcement Energy Trading Learning for Big-Data Processing
    IEEE ICOIN (Jeju, Korea, January 2021) S. Jung, W. J. Yun, J. Kim, J.-H. Kim
    (Best Paper Award)
    ACK: ITRC-Hanyang (IITP-2020-2017-0-01637), NRF-Korea (2019R1A2C4070663, mmWave), NRF-Korea (2019M3E4A1080391, QAOA)

65. Quantum Convolutional Neural Network for Resource-Efficient Image Classification: A Quantum Random Access Memory (QRAM) Approach
    IEEE ICOIN (Jeju, Korea, January 2021) S. Oh, J. Choi, J.-K. Kim, J. Kim
    ACK: NRF-Korea (2019M3E4A1080391, QAOA)

66. A Tutorial on Quantum Graph Recurrent Neural Network (QGRNN)
    IEEE ICOIN (Jeju, Korea, January 2021) J. Choi, S. Oh, J. Kim
    ACK: NRF-Korea (2019M3E4A1080391, QAOA)

67. Proper Cost Hamiltonian Design for Combinatorial Optimization Problems: A Boolean Function Approach
    IEEE ICOIN (Jeju, Korea, January 2021) J. Choi, S. Oh, S. Park, J.-K. Kim, J. Kim
    ACK: NRF-Korea (2019M3E4A1080391, QAOA)

68. Non-Local Self-Attention Mechanism for Real-Time Context Embedding Deep Shadow Removal Network
    IEEE ICOIN (Jeju, Korea, January 2021) D. Kim, J. Kim
    ACK: NRF-Korea (2019R1A2C4070663, mmWave), NRF-Korea (2019M3E4A1080391, QAOA)

69. Performance Comparison of SRCNN, VDSR, and SRDenseNet Deep Learning Models in Embedded Autonomous Driving Platforms
    IEEE ICOIN (Jeju, Korea, January 2021) J. Kim, M. Shin, D. Kim, S. Park, Y. Kang, J. Kim, H. Lee, W. J. Yun, J. Choi, S. Park, S. Oh, J. Yoo
    ACK: NRF-Korea (2019R1A2C4070663, mmWave), NRF-Korea (2019M3E4A1080391, QAOA)

70. On the Tradeoff Between Computation-Time and Learning-Accuracy in GAN-Based Super-Resolution Deep Learning
    IEEE ICOIN (Jeju, Korea, January 2021) J. Y. Shim, J. Kim, J.-K. Kim
    ACK: NRF-Korea (2019R1A2C4070663, mmWave), NRF-Korea (2019M3E4A1080391, QAOA)

71. Auction-based Truthful Distributed Resource Allocation for Smart Grid Systems
    IEEE ICOIN (Jeju, Korea, January 2021) H. Ahn, J. Kim, J. Kim
    ACK: NRF-Korea (2019R1A2C4070663, mmWave), NRF-Korea (2019M3E4A1080391, QAOA)

72. Auction-Based Deep Learning Computation Offloading for Truthful Edge Computing: A Myerson Auction Approach
    IEEE ICOIN (Jeju, Korea, January 2021) H. Lee, S. Park, J. Kim, J. Kim
    ACK: NRF-Korea (2019R1A2C4070663, mmWave), NRF-Korea (2019M3E4A1080391, QAOA)

73. Access Management using Vickrey-Clarke-Groves Auction in Terrestrial-Drone Networks
    IEEE ICOIN (Jeju, Korea, January 2021) J. Kim, J. Kim
    ACK: NRF-Korea (2019R1A2C4070663, mmWave), NRF-Korea (2019M3E4A1080391, QAOA)

74. Joint Behavioral Cloning and Reinforcement Learning Method for Propofol and Remifentanil Infusion in Anesthesia
    IEEE ICOIN (Jeju, Korea, January 2021) M. Shin, J. Kim
    ACK: NRF-Korea (2019R1A2C4070663, mmWave)

75. Performance Evaluation of Consensus Protocols in Blockchain-based Audit Systems
    IEEE ICOIN (Jeju, Korea, January 2021) A. Ahmad, M. Saad, J. Kim, D. Nyang, D. Mohaisen

76. Efficient Data Delivery in Content-Centric Network with Stronger Privacy of Publisher
    IEEE ICOIN (Jeju, Korea, January 2021) T.-Y. Youn, J. Kim, S. C. Seo
    ACK: NRF-Korea (2019R1A2C4070663, mmWave), NRF-Korea (2019M3E4A1080391, QAOA)

77. Bitcoin Price Forecasting via Ensemble-based LSTM Deep Learning Networks
    IEEE ICOIN (Jeju, Korea, January 2021) M. Shin, D. Mohaisen, J. Kim
    ACK: NRF-Korea (2019R1A2C4070663, mmWave)

78. Generative Adversarial Attacks on Fingerprint Recognition Systems
    IEEE ICOIN (Jeju, Korea, January 2021) H. W. Kwon, J.-W. Nam, J. Kim, Y. K. Lee
    ACK: NRF-Korea (2019R1A2C4070663, mmWave)

(2020)

79. S2I-Bird: Sound-to-Image Generation of Bird Species using Generative Adversarial Networks
    IEEE ICPR (Virtual, January 2021) J. Y. Shim, J. Kim, J.-K. Kim 

80. Understanding the Potential Risks of Sharing Elevation Information on Fitness Applications
    IEEE ICDCS (Virtual, November/December 2020) U. Meteriz, N. F. Yildiran, J. Kim, D. Mohaisen
    (Acceptance Rate: 105/584=17.98%)

81. A Quantum Approach to the Minimum Dominating Set Problem
    QTML (Virtual, November 2020) J. Choi, S. Oh, S. Park, J. Kim

82. On the Performance of Generative Adversarial Network (GAN) Variants: A Clinical Data Study
    IEEE ICTC (Jeju, Korea, October 2020) J. Yoo, J. Park, A. Wang, D. Mohaisen, J. Kim

83. 3D Modeling and WebVR Implementation using Azure Kinect, Open3D, and Three.js
    IEEE ICTC (Jeju, Korea, October 2020) W. J. Yun, J. Kim

84. A Tutorial on Quantum Convolutional Neural Networks (QCNN)
    IEEE ICTC (Jeju, Korea, October 2020) S. Oh, J. Choi, J. Kim

85. Video Placements and Dynamic Streaming Services in Wireless Caching Networks
    IEEE ICTC (Jeju, Korea, October 2020) M. Choi, J. Kim

86. Economic Theoretic LEO Satellite Coverage Control: An Auction-based Framework
    IEEE ICTC (Jeju, Korea, October 2020) J. Kim, T. D. Ngo, P. S. Oh, S. S.-C. Kwon, C. Han, J. Kim

87. Reinforced Edge Selection using Deep Learning for Robust Surveillance in Unmanned Aerial Vehicles
    IEEE ICTC (Jeju, Korea, October 2020) S. Park, J. Park, D. Mohaisen, J. Kim

88. Kirchhoff's Circuit Law Applications to Graph Simplification in Search Problems
    IEEE ICTC (Jeju, Korea, October 2020) J. Choi, J. Kim

89. XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
    ICML Workshop on Federated Learning for User Privacy and Data Confidentiality (Virtual, July 2020) M. Shin, C. Hwang, J. Kim, J. Park, M. Bennis, S.-L. Kim

90. User Scheduling and Power Allocation for Content Delivery in Caching Helper Networks
    IEEE ICC (Virtual, June 2020) M. Choi, A. F. Molisch, J. Kim

91. Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective
    IEEE WCNC (Virtual, April 2020) M. Choi, A. F. Molisch, D.-J. Han, J. Kim, J. Moon

92. Power Demand Forecasting Using Long Short-Term Memory Neural Network for Smart Grid
    IEEE ICAIIC (Hukuoka, Japan, February 2020) V. H. Nguyen, V. Bui, J. Kim, Y. M. Jang

93. RNN-based Deep Learning for One-Hour Ahead Load Forecasting
    IEEE ICAIIC (Hukuoka, Japan, February 2020) V. Bui, V. H. Nguyen, T. L. Pham, J. Kim, Y. M. Jang

94. The Useful Quantum Computing Techniques for Artificial Intelligence Engineers
    IEEE ICOIN (Barcelona, Spain, January 2020) J. Choi, S. Oh, J. Kim

95. Learning-Based Dot-Grid Alignment for Projection Distortion Correction
    IEEE ICOIN (Barcelona, Spain, January 2020) D. Kim, D. Kwon, S. Park, J. Kim

96. Privacy-Sensitive Parallel Split Learning
    IEEE ICOIN (Barcelona, Spain, January 2020) J. Jeon, J. Kim

97. Fast and Reliable Offloading via Deep Reinforcement Learning for Mobile Edge Video Computing
    IEEE ICOIN (Barcelona, Spain, January 2020) S. Park, Y. Kang, Y. Tian, J. Kim

(2019)

98. Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles
    IEEE GLOBECOM (Waikoloa, Hawaii, USA, December 2019) D. Kwon, J. Kim

99. Deep Multi-modal Unsupervised Pen Pressure Stylization
    IEEE/CVF ICCV Demo (Seoul, Korea, October/November 2019) D. Kim, J. Kim

100. A Quantum Approach to Max-Weight Independent Set Problem
     QTML (Daejeon, Korea, October 2019) J. Choi, J. Kim

101. PriMO-5G: Making Firefighting Smarter with Immersive Videos through 5G
     IEEE 5G World Forum (Dresden, Germany, September/October 2019) Ki W. Sung, E. Mutafungwa, R. Jäntti, M. Choi, J. Jeon, D. Kim, J. Kim, J. Costa-Requena, A. Nordlöw, S. Sharma, G. Destino, Y. Deng, T. Mahmoodi, M. Ullmann, A. Nahler, Y. Kyung, S. Kim, S. Seo, S.-L. Kim

102. A Tutorial on Quantum Approximate Optimization Algorithm (QAOA): Fundamentals and Applications
     IEEE ICTC (Jeju, Korea, October 2019) J. Choi, J. Kim

103. Overview of Distributed Federated Learning: Research Issues, Challenges, and Biomedical Applications
     IEEE ICTC (Jeju, Korea, October 2019) J. Jeon, J. Kim, J. Huh, H. Kim, S. Cho

(2016-2019)
Prof. Joongheon Kim's Research at Chung-Ang University

104. Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach
     IEEE VTS APWCS (Singapore, August 2019) S. Park, J. Kim, D. Kwon, M. Shin, J. Kim
     (IEEE VTS Seoul Chapter Award)

105. Randomized Adversarial Imitation Learning for Autonomous Driving
     IJCAI (Macau, China, August 2019) M. Shin, J. Kim
     (Acceptance Rate: 850/4752=17.89%)

106. Depth-Controllable Very Deep Super-Resolution Network
     IEEE IJCNN (Budapest, Hungary, July 2019) D. Kim, J. Kim, J. Kwon, T.-H. Kim

107. Adversarial Imitation Learning via Random Search
     IEEE IJCNN (Budapest, Hungary, July 2019) M. Shin, J. Kim

108. Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms
     IEEE/IFIP DSN Supplemental Volume (Portland, Oregon, USA, June 2019) J. Jeon, J. Kim, J. Kim, K. Kim, A. Mohaisen, J.-K. Kim

109. Multi-Agent Deep Reinforcement Learning for Connected Vehicles
     ACM MobiSys Extended Abstract (Seoul, Korea, June 2019) D. Kwon, S. Park, J. Kim

110. Light-Weight Programming Language for Blockchain
     ACM MobiSys Extended Abstract (Seoul, Korea, June 2019) J. Kim, J. Kim

111. Adversarial Imitation Learning via Random Search in Lane Change Decision-Making
     ICML Workshop on AI for Autonomous Driving (Long Beach, California, USA, June 2019) M. Shin, J. Kim

112. Probabilistic Caching Policy for Categorized Contents and Consecutive User Demands
     IEEE ICC (Shanghai, China, May 2019) M. Choi, D. Kim, D.-J. Han, J. Kim, J. Moon

113. Mempool Optimization for Defending Against DDoS Attacks in PoW-based Blockchain Systems
     IEEE ICBC (Seoul, Korea, May 2019) M. Saad, L. Njilla, C. Kamhoua, J. Kim, D. Nyang, A. Mohaisen
     (Acceptance Rate: 30/153=19.61%)

114. Cyclic Parameter Sharing for Privacy-Preserving Distributed Deep Learning Platforms
     IEEE ICAIIC (Okinawa, Japan, February 2019) J. Jeon, D. Kim, J. Kim

115. Hardness on Style Transfer Deep Learning for Rococo Painting Masterpieces
     IEEE ICAIIC (Okinawa, Japan, February 2019) K. S. Kim, D. Kim, J. Kim

116. Optimal Trajectory Learning for UAV-BS Video Provisioning System: A Deep Reinforcement Learning Approach
     IEEE ICOIN (Kuala Lumpur, Malaysia, January 2019) D. Kwon, J. Kim

117. Secure Compute-VM: Secure Big Data Processing with SGX and Compute Accelerators
     ACM CCS Workshop on System Software for Trusted Execution (Toronto, Canada, October 2018) S. Yoo, H. Kim, J. Kim

118. Low-Complexity Online Model Selection with Lyapunov Control for Reward Maximization in Stabilized Real-Time Deep Learning Platforms
     IEEE SMC (Miyazaki, Japan, October 2018) D. Kim, J. Kwon, J. Kim

119. Opportunistic Medium Access for Hyper-Dense Beamformed IEEE 802.11ax Wireless Networks
     IEEE ICTC (Jeju, Korea, October 2018) D. Kwon, J. Kim

120. Very Short-Term Photovoltaic Power Generation Forecasting with Convolutional Neural Networks
     IEEE ICTC (Jeju, Korea, October 2018) D. Kim, S.-W. Hwang, J. Kim

121. ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture
     ICDCS (Vienna, Austria, July 2018) S. Ahn, J. Kim, E. Lim, W. Choi, A. Mohaisen, S. Kang
     (Acceptance Rate: 78/378=20.63%)

122. Detecting Selfish Backoff Attack in IEEE 802.15.4 CSMA/CA using Logistic Classification
     IEEE ICUFN (Prague, Czech Republic, July 2018) J. Kim, K. S. Kim

123. Neural Network Syntax Analyzer for Embedded Standardized Deep Learning
     ACM MobiSys Workshop on Embedded and Mobile Deep Learning (Munich, Germany, June 2018) M. Shin, J. Kim, A. Mohaisen, J. Park, K. H. Lee

124. Recipient-Oriented Transaction for Preventing Double Spending Attacks in Private Blockchain
     IEEE SECON Extended Abstract (Hong Kong, China, June 2018) H. Lee, M. Shin, K. S. Kim, Y. Kang, J. Kim

125. POSTER: Mining with Proof-of-Probability in Blockchain
     ACM AsiaCCS Extended Abstract (Incheon, Korea, June 2018) S. Kim, J. Kim

126. A Novel Shared Memory Framework for Distributed Deep Learning in High-Performance Computing Architecture
     IEEE/ACM ICSE Companion Volume (Gothenburg, Sweden, May/June 2018) S. Ahn, J. Kim, S. Kang

127. Self-Adaptive Machine Learning Operating Systems for Security Applications
     IEEE ICASSP (Calgary, Canada, April 2018) K. S. Kim, D. Kwon, Y. Kim, J. Kim, J. Kim

128. Proactive Detection of Algorithmically Generated Malicious Domains
     IEEE ICOIN (Chiang Mai, Thailand, January 2018) J. Spaulding, J. Park, J. Kim, A. Mohaisen

129. Distributed Dynamic Power-Aware Buffering for Multi-Gbps Video Streaming in IEEE 802.11ad Fast Session Transfer
     IEEE ICOIN (Chiang Mai, Thailand, January 2018) D. Kwon, J. Kim

130. High-Dimensional Statistical Supervised Learning for Extracting Information in Steganography
     IEEE ICOIN (Chiang Mai, Thailand, January 2018) S. Hwang, K. S. Kim, Y. Kim, J. Kim, M. Park, S. Park, J. Kim

131. Top-Down Parsing for Neural Network Exchange Format (NNEF) in TensorFlow-based Deep Learning Computation
     IEEE ICOIN (Chiang Mai, Thailand, January 2018) B. Seo, M. Shin, Y. J. Mo, J. Kim

132. REQUEST: Seamless Dynamic Adaptive Streaming over HTTP for Multi-Homed Smartphone under Resource Constraints
     ACM Multimedia (Mountain View, California, USA, October 2017) J. Koo, J. Yi, J. Kim, M. A. Hoque, S. Choi
     (Acceptance Rate: 189/684=27.63%)

133. A Reliable, Self-Adaptive Face Identification Framework via Lyapunov Optimization
     ACM SOSP Workshop on AI Systems (Shanghai, China, October 2017) D. Kim, J. Kim, J. Y. Bang

134. Dynamic Security-Level Maximization for Stabilized Parallel Deep Learning Architectures in Surveillance Applications
     IEEE PAC Extended Abstract (Washington DC, USA, August 2017) J. Kim, Y. J. Mo, W. Lee, D. Nyang

135. Performance of Deep Learning Computation with TensorFlow Software Library in GPU-Capable Multi-Core Computing Platforms
     IEEE ICUFN (Milan, Italy, July 2017) Y. J. Mo, J. Kim, J.-K. Kim, A. Mohaisen, W. Lee

136. Dynamic Decision-Making for Fine-Grained Energy-Efficient Control in Millimeter-Wave Access Platforms
     IEEE ICIC  with Samsung LTE & 5G Special Workshop (Hanoi, Vietnam, June 2017) J. Kim, B. Seo, Y. Lee, S. Cho

137. Queue-Aware Learning for Scheduling in Healthcare Clouds
     IEEE ICIC  with Samsung LTE & 5G Special Workshop (Hanoi, Vietnam, June 2017)  J. Kim, S. Cho

138. A Longitudinal Analysis of .i2p Leakage in the Public DNS Infrastructure
     ACM SIGCOMM Extended Abstract (Florianopolis, Brazil, August 2016) S. H. Jeong, A. R. Kang, J. Kim, H. K. Kim, A. Mohaisen

139. Buffer-Stable Adaptive Per-Module Power Allocation for Energy-Efficient Millimeter-Wave Modular Antenna Array (MAA) Platforms
     IEEE INFOCOM Extended Abstract (San Francisco, California, USA, April 2016) J. Kim

(2014-2016)
Prof. Joongheon Kim's Research at Intel Corporation

140. Millimeter-Wave Outdoor Access Shadowing Mitigation using Beamforming Arrays
     EuCAP (Davos, Switzerland, April 2016) R. J. Weiler, W. Keusgen, A. Maltsev, T. Kühne, A. Pudeyev, L. Xian, J. Kim, M. Peter

141. 60 GHz Frequency Sharing Study between Fixed Service Systems and Small-Cell Systems with Modular Antenna Arrays
     IEEE GLOBECOM Workshop on Millimeter-Wave Backhaul and Access (San Diego, California, USA, December 2015) J. Kim, L. Xian, R. Arefi, A. S. Sadri

142. A Case for Bad big.LITTLE Switching: How to Scale Power-Performance in SI-HMP
     ACM SOSP Workshop on Power-Aware Computing and Systems (Monterey, California, USA, October 2015) S. Yoo, Y. Shim, S. Lee, S.-A. Lee, J. Kim

143. Feasibility Study of Stochastic Streaming with 4K UHD Video Traces
     IEEE ICTC (Jeju, Korea, October 2015) J. Kim, E.-S. Ryu

144. Towards Robust UHD Video Streaming Systems using Scalable High Efficiency Video Coding
     IEEE ICTC (Jeju, Korea, October 2015) E.-S. Ryu, Y. Ryu, H.-J. Roh, J. Kim, B.-G. Lee

145. Study of Coexistence between 5G Small-Cell Systems and Systems of the Fixed Service at 39 GHz Band
     IEEE MTT-S IMS (Phoenix, Arizona, USA, May 2015) J. Kim, L. Xian, A. Maltsev, R. Arefi, A. S. Sadri

146. Required Frequency Rejection in 39 GHz Millimeter-Wave Small Cell Systems
     IEEE GLOBECOM Industry Program/Poster (Austin, Texas, USA, December 2014) J. Kim, L. Xian, A. Maltsev, R. Arefi, A. S. Sadri

(2010-2014)
Prof. Joongheon Kim's Research at USC

147. Quality-Aware Millimeter-Wave Device-to-Device Multi-Hop Routing for 5G Cellular Networks
     IEEE ICC (Sydney, Australia, June 2014) J. Kim, A. F. Molisch

148. Joint Scheduling and Stochastic Streaming for Device-to-Device Video Delivery
     IEEE ITA (San Diego, California, USA, February 2014) J. Kim, A. Turci, G. Caire, A. F. Molisch
     (ITA Graduation Day Talk)

149. Adaptive Video Streaming for Device-to-Device Mobile Platforms
     ACM MobiCom Demo - Short Paper (Miami, Florida, USA, September/October 2013) J. Kim, F. Meng, P. Chen, H. E. Egilmez, D. Bethanabhotla, A. F. Molisch, M. J. Neely, G. Caire, A. Ortega

150. Quality-Aware Coding and Relaying for 60 GHz Real-Time Wireless Video Broadcasting
     IEEE ICC (Budapest, Hungary, June 2013) J. Kim, Y. Tian, S. Mangold, A. F. Molisch

151. Enabling Gigabit Services for IEEE 802.11ad-Capable High-Speed Train Networks
     IEEE MTT-S RWS (Austin, Texas, USA, January 2013) J. Kim, A. F. Molisch

152. Joint Optimization of HD Video Coding Rates and Unicast Flow Control for IEEE 802.11ad Relaying
     IEEE PIMRC (Toronto, Canada, September 2011) J. Kim, Y. Tian, A. F. Molisch, S. Mangold

153. Energy-Efficient Rate-Adaptive GPS-based Positioning for Smartphones
     ACM MobiSys (San Francisco, California, USA, June 2010) J. Paek, J. Kim, R. Govindan
     (Acceptance Rate: 25/126=19.84%)

(2005-2010)
Before Prof. Joongheon Kim's Ph.D. Research

154. mmWave SVD-based Beamformed MIMO Communication Systems
     IEEE CCNC (Las Vegas, Nevada, USA, January 2010) S. Tiraspolsky, B. Jeon, J. Kim, A. Rubtsov, A. Flaksman, V. Ermolayev

155. Optimal Beaconing for 60 GHz Millimeter Wave
     IEEE CCNC (Las Vegas, Nevada, USA, January 2009) J. Kim, B. Jeon

156. Demonstration of Display Sharing over Multi-Gbps Wireless Video and Audio Network
     IEEE CCNC (Las Vegas, Nevada, USA, January 2009) J. Kim, B. Jeon

157. Cooperative Relaying Strategies for Multi-Hop Wireless Sensor Networks
     IEEE COMSWARE (Bangalore, India, January 2008) J. Kim, W. Lee

158. Mobility Driven Vertical Handover for Mobile IPTV Traffic in Hybrid IEEE 802.11e/16e Networks
     UIC (Hong Kong, China, July 2007) E. Choi, W. Lee, J. Kim

159. Power Saving Medium Access for Beacon-Enabled IEEE 802.15.4 LR-WPANs
     HCII (Beijing, China, July 2007) J. Kim, W. Lee

160. Genetic Algorithmic Topology Control for Two-Tiered Wireless Sensor Networks
     ICCS (Beijing, China, May 2007) D. Lee, W. Lee, J. Kim

161. UbiComm: An Adaptive Vertical Handoff Decision Scheme for Heterogeneous Wireless Networks
     UCS (Seoul, Korea, October 2006) W. Lee, E. Kim, J. Yu, D. Lee, J. Choi, J. Kim, C. K. Shin

162. A Power Balanced Multipath Routing Protocol in Wireless Ad-Hoc Sensor Networks
     IEEE CIT (Seoul, Korea, September 2006) D. Kim, W. Lee, B.-N. Park, J. Kim, C. Shin

163. Dynamic Clustering for Coverage-Time Maximization in Two-Tiered Hierarchical Sensor Network Architectures
     EUC (Seoul, Korea, August 2006) J. Kim, W. Lee, D. Kim, E. Kim, H. Kim, S. Ahn

164. Energy-Aware Distributed Topology Control for Coverage-Time Optimization in Clustering-Based Heterogeneous Sensor Networks
     IEEE VTC (Melbourne, Australia, May 2006) J. Kim, J. Choi, W. Lee

165. On Energy-Aware Dynamic Clustering for Hierarchical Sensor Networks
     UISW (Nagasaki, Japan, December 2005) J. Kim, W. Lee, E. Kim, J. Kim, C. Lee, S. Kim, S. Kim

166. Weighted Localized Clustering: A Coverage-Aware Reader Collision Arbitration Protocol in RFID Networks
     ICESS (Xi'an, China, December 2005) J. Kim, W. Lee, J. Jung, J. Choi, E. Kim, J. Kim

167. Effect of Localized Optimal Clustering for Reader Anti-Collision in RFID Networks: Fairness Aspect to the Readers
     IEEE ICCCN (San Diego, California, USA, October 2005) J. Kim, W. Lee, J. Yu, J. Myung, E. Kim, C. Lee
     (Acceptance Rate: 83/258=32.17%) 

168. w-LLC: Weighted Low-Energy Localized Clustering for Embedded Networked Sensors
     FSKD (Changsha, China, August 2005) J. Kim, W. Lee, E. Kim, C. Lee

169. Low-Energy Localized Clustering: An Adaptive Cluster Radius Configuration Scheme for Topology Control in Wireless Sensor Networks
     IEEE VTC (Stockholm, Sweden, May/June 2005) J. Kim, S. Kim, D. Kim, W. Lee, E. Kim