Publications (Working in Progress)

(Revision, Awaiting-Decision)

1. (Double Blind Review, Decision: 22-Jan-2026)
   ICLR, Rio de Janeiro, Brazil, April 2026. H. K. Lee, J. Kim, S. W. Yoon
   (Top Computer Science Conference, Listed by the Korean Institute of Information Scientists and Engineers (KIISE))
   (Acceptance Rate: xxx/xxx=xx.xx%)

2. Time-to-Collision Aware Autonomous Driving Motion Control under Risky Scenario Considerations
   IEEE Transactions on Vehicular Technology (Resubmission Review since 01-Jan-2026; Resubmission Due on 120 days after 13-Dec-2025; Resubmission Decision on 13-Dec-2025; With Associate Editor since 23-Sep-2025; Major Revision Review since 29-Aug-2025; Major Revision due on 24-Oct-2025; Major Revision Decision in 22-Aug-2025; Review since 24-Mar-2025) S. Kim, J. Kim, J. Kim, S. Jung

3. Multi-Channel Hybrid Quantum-Classical Convolutional Neural Networks for Advanced Image Processing Tasks
   IEEE Transactions on Multimedia (Major Revision Review since 28-Dec-2025; Major Revision due on 08-Jan-2026; Review since 26-Jan-2025) E. J. Roh, H. Baek, S. Park, J. Kim

4. Scale-Reconfigurable Multi-Agent Reinforcement Learning for Aerial Networks under Uncertainty
   IEEE Transactions on Mobile Computing (Resubmission Review since 20-Dec-2025; Resubmission Allowed on 27-Sep-2025; Review since 05-Jun-2025) G. S. Kim, E. J. Roh, S. Jung, S. Park, J. Kim

5. Quantum Jump to Connected Worlds: Paradigm Shifts in Mobility and Network Applications via Quantum Neural Networks
   IEEE Network (Major Revision Review since 10-Dec-2025) H. Lee, G. S. Kim, E. J. Roh, S. Jung, S. Park, T. Q. Duong, J. Kim

6. Differentially-Private Quantum Federated Learning Against Gradient Inversion Attacks
   IEEE Transactions on Networking (Major Revision Review since 09-Nov-2025; Major Revision due on 09-Nov-2025; Major Revision Decision on 11-Aug-2025; Review since 20-Mar-2025) C. Im, S. Park, J. Kim

7. Joint Sustainable Control and Quantum Reinforcement Learning for Energy-Efficient Cube-Satellite Networks
   IEEE Transactions on Mobile Computing (Minor Revision Review since 05-Nov-2025; Minor Revision due on 12-Nov-2025; Minor Revision Decision on 14-Oct-2025; Major Revision Review since 16-Jun-2025; Major Revision Due on 01-Sep-2025; Major Revision Decision on 03-Jun-2025; Resubmission Review since 22-Dec-2024; Resubmission Allowed since 20-Jun-2024; Review since 13-Apr-2024) S. Park, G. S. Kim, S. Jung, Z. Han, J. Kim

8. Quantum Federated Gradient Aggregation using the Parameter-Shift Rule
   IEEE Internet of Things Journal (Resubmission Review since 29-Oct-2025; Resubmission Allowed on 06-Oct-2025; Review since 01-Jul-2025) J. Chung, C. Im, S. Park, J. Kim, W. Lee

(Revision, Working-in-Progress)

9. Stabilized Multi-Agent Transformer for Carbon-Neutral Task Offloading in Satellite-Ground Integrated Networks
   IEEE Internet of Things Journal (Resubmission Allowed on 02-Nov-2025; Review since 15-Aug-2025) H. Lee, S. Jung, J. Kim

10. Efficient Quantum Neural Architecture Search with Filtered Supernet for Mobile Medical Scenarios
    IEEE Transactions on Mobile Computing (Resubmission Allowed on 25-Oct-2025; Review since 12-Aug-2025) S. B. Son, H. Ahn, S. Y.-C. Chen, S. Park, J. Kim

11. Transformer-based Decision Making for Autonomous Mobility Paradigm Transformation
    IEEE Vehicular Technology Magazine (Resubmission Allowed on 10-Oct-2025; Review since 10-Jul-2025) Y. Cho, C. Im, S. Park, J. Kim

12. Joint Mobility Control and Networking for Autonomous Aircraft Cooperation: A Quantum Reinforcement Learning Approach
    IEEE Transactions on Mobile Computing (Major Revision Due on 06-Apr-2026; Major Revision Decision on 06-Jan-2026; Review since 18-May-2025) G. S. Kim, J. Chung, S. Jung, S. Park, T. Q. Duong, J. Kim

13. Quantum Leap for Autonomous Aircraft Control
    IEEE Communications Magazine (Major Revision Due on the 45 days after 03-Jan-2026; Major Revision Decision on 03-Jan-2026; Awaiting Decision since 01-Jan-2026; Awaiting Recommendation since 27-Dec-2025; Review since 10-Oct-2025) G. S. Kim, J. Chung, S. Park, S. Jung, T. Q. Duong, J. Kim

14. GraMA: A Gradient Matrix-Guided Assignment Method for Solving Qubit Mapping Problems
    Future Generation Computer Systems (Elsevier) (Major Revision Due on 19-Feb-2026; Major Revision Decision on 22-Dec-2025; Review since 02-Nov-2025) X. Piao, J. Kim, J.-K. Kim

15. Understanding Quantum Neural Networks: Fourier Analysis and A Vision for the Road Ahead
    Nature Communications Physics (Major Revision Due on 04-Feb-2026 (Before AAAI-2026); Major Revision Decision on 04-Dec-2025; Review since 28-Aug-2025) S. Oh, E. J. Roh, A. Vasilakos, S. Park, J. Kim

16. Learning-based Resilient Dynamic Routing for Fault-Tolerant Robust LEO Satellite Networks
    IEEE Internet of Things Journal (Initial Draft Read by 31-Jan-2026; Resubmission Allowed on 21-Sep-2025; Review since 13-Aug-2025) G. S. Kim, C. Im, Y. G. Kim, J. Ha, J. Kim

17. Joint Decision Transformer and Reinforcement Learning for Robust Attacker Evasion in Autonomous Underwater Vehicle Environments
    IEEE Transactions on Systems, Man, and Cybernetics: Systems (Initial Draft Read by 31-Dec-2025; Resubmission Allowed on 23-Oct-2025; Review since 14-Jun-2025) J. Chung, H. Ahn, C. Im, B. Kang, J. Choi, Y. Yoon, J. Kim

(Journals, Review)

18. Learning-based Aircraft Taxi Routing for Traffic Management: Empirical Evaluation Study for Hartsfield-Jackson Atlanta International Airport
    Neural Networks (Elsevier) (Review since 13-Jan-2026) G. S. Kim, S. Park, S. Jung, J. Kim

19. Double Blind Review (Submission: 12-Jan-2026; Rebuttal: 07-Apr-2026, Notice: 29-Apr-2026)
    IJCAI-ECAI (AI with Health), Bremen, Germany, August 2026. H. Lee, H. Ahn, S. Park, H.-C. Lee, J. Kim

20. Double Blind Review (Submission: 12-Jan-2026; Rebuttal: 07-Apr-2026, Notice: 29-Apr-2026)
    IJCAI-ECAI, Bremen, Germany, August 2026. S. K. Lee, S. B. Son,  C. Kim, J. Kim, H. P. In (Security)

21. Double Blind Review (Submission Due: 07-Jan-2026 (Submission: 26-Dec-2025))
    IEEE ICDCS, Seoul, Korea, July 2026. X. Piao, M. Ryu, J. Kim, J.-K. Kim

22. A Two-Staged Quantum Compilation Process: Hardware-Agnostic Routing and Hardware-Dependent Mapping
    Future Generation Computer Systems (Elsevier) (Review since 09-Jan-2026) P. Xiao, J. Shim, J. Kim, J.-K. Kim

23. Quantum Reinforcement Learning for Carbon-Aware Energy-Efficient Air Traffic Control
    IEEE Journal on Selected Areas in Communications (Review since 05-Jan-2026) G. S. Kim, H. Ahn, Z. Han, J. Kim

24. Privacy-Preserving Archiving and Analysis Scheme for Medical IoT Applications using 2D Chaos
    IEEE Transactions on Mobile Computing (Review since 05-Jan-2026) I. Ahmad, J. Kim, S. Shin

25. (Double Blind Review)
    IEEE Transactions on Industrial Informatics (Review since 05-Jan-2026) S. Jung. J. Kim

26. Hierarchical Multi-Agent Reinforcement Learning for Carbon-Aware AI Data Centers in Power Distribution Systems
    IEEE Transactions on Smart Grid (Review since 03-Jan-2026) H. Lee, P. Prabawa, D.-H. Choi, J. Kim

27. Hallucination-Aware Hierarchical LLM for Autonomous UAV Mobility Control: A Safe Reinforcement Learning Approach
    IEEE Transactions on Networking (Review since 01-Jan-2025) H. Ahn, S. Oh, G. S. Kim, S. Park, S. Jung, J. Kim

28. Attention-based Multi-Agent Learning for Cross-Orbit Mobility-Aware Handover in GEO-LEO Coexistence Satellite Networks
    IEEE Transactions on Networking (Review since 31-Dec-2025) J. Kim, J. Kim, J.-H. Kim, S. Jung

29. A Comprehensive Review on Quantum Deep Neural Networks for Prognostics and Health Management
    Engineering Applications of Artificial Intelligence (Elsevier) (Review since 31-Dec-2025) M. S. Jha, J. Kim, S. Y.-C. Chen

30. AQuA-Cache: LLM-Guided Model Selection for Agentic Quantum-AI in Large-Scale Short-Form Video Services
    IEEE/IFIP WiOpt, Columbus, OH, USA, June 2026. H. Ahn, H. Lee, S. Park, S. Jung, M. Choi, K. Bian, J. Kim

31. Double Blind Review (Submission Due: 07-Jan-2026 (Submission: 26-Dec-2025))
    IEEE ICDCS, Seoul, Korea, July 2026. E. J. Roh, C. Im, Y. Zheng, S. Park, J. Kim, W. Lee

32. (Double Blind Review)
    IEEE Computational Intelligence Magazine (Review since 25-Dec-2025) S. Park, J. Kim

33. Living on the Quantum Edge: Quantum Machine Learning for Hybrid Cache-and-Edge Models
    IEEE Network (Review since 24-Dec-2025) S. Park, H. Ahn, S. Jung, M. Bennis, J. Kim

34. A Tutorial on Transformer Methods for Autonomous Mobility Systems: Architectures, Applications, and Future Research Directions
    IEEE Communications Surveys and Tutorials (Review since 22-Dec-2025) Y. Cho, M. Lee, C. Im, H. Lee, S. Park, S. Jung, T. Quek, Z. Han, J. Kim

35. USD2C: UAV-Assisted Secure Data Collection and Computation Framework for Internet of Multimedia Things (IoMT) Applications
    IEEE Internet of Things Journal (Review since 22-Dec-2025) I. Ahmad, J. Kim, S. Shin

36. (Double Blind Review)
    IEEE Computational Intelligence Magazine (Review since 10-Dec-2025) E. J. Roh, H. Ahn, J. Kim

37. (Double Blind Review)
    IEEE Computational Intelligence Magazine (Review since 30-Nov-2025) I. Ahmad, J. Kim, S. Shin

38. (Double Blind Review)
    IEEE Computational Intelligence Magazine (Review since 30-Nov-2025) S. B. Son, J. Kim, S. Park

39. Rethinking the Actor-Critic Networks using Hybrid Quantum-Classical Paradigm
    Quantum Machine Intelligence (Springer) (Review since 30-Nov-2025) H. Choi, J. Kim, D. Kim

40. Double Blind Review (Rebuttal: 22-Jan-2026, Notice: 20-Feb-2026)
    IEEE/CVF CVPR, Denver, CO, USA, June 2026. S. Oh, C. Im, S. Park, J. Kim

41. LLM-Guided Reinforcement Learning for Autonomous Control in Anti-Drone Defense Systems
    IEEE Transactions on Aerospace and Electronic Systems (Awaiting AE Recommendation since 03-Jan-2026; Review since 03-Nov-2025) G. S. Kim, S. Park, J. Kim

42. Sustainable 6G Non-Terrestrial Networks: Enabling Net-Zero Operation via Renewable Energy Integration and Intelligent Control
    IEEE Communications Magazine (Review since 24-Oct-2025) H. Lee, S. Park, S. Jung, J. Kim

43. Quantum Federated Training and Inference: State-of-the-Arts and the Road Ahead
    IEEE Communications Magazine (Review since 10-Oct-2025) S. B. Son, S. Park, M. Bennis, J. Kim

44. Game-Theoretical Decentralized Multi-Agent Diffusion for Trajectory Planning in IoT Systems
    IEEE Internet of Things Journal (Review since 23-Sep-2025) C. Im, S. Park, J. Kim

45. Dynamic Sun Tracking Control for Efficient Solar Power Charging in Sustainable Cube-Satellites
    IEEE Transactions on Sustainable Computing (Review since 01-Sep-2025) G. S. Kim, S. Park, J. Kim

46. Noise-Aware Adaptive Teleportation-Aided Quantum Split Federated Learning: A Stackelberg Game Theory Approach
    IEEE Journal on Selected Areas in Communications (Review since 27-Aug-2025) C. Im, E. J. Roh, S. Park, J. Kim, W. Lee

47. Hierarchical End-to-End Learning for Autonomous Excavation Planning Framework
    IEEE Transactions on Intelligent Vehicles (Review since 23-Aug-2025) M. Shin, J. Cho, J. Kim, S. Jung

48. Streamable Qauntum Edge
    IEEE Journal on Selected Areas in Communications (Review since 15-Aug-2025) H. Ahn, J. Heo, S. Park, Z. Han, J. Kim

49. (Double Blind Review)
    IEEE Transactions on Pattern Analysis and Machine Intelligence (Review since 18-Jul-2025) G. S. Kim, E. J. Roh, S. Park, J. Kim

50. A Survey on Modern Trends in Quantum Neural Networks: Algorithms and Applications
    IEEE Intelligent Systems (Review since 05-May-2025) J. Kim, S. Y.-C. Chen, S. Yoo, H.-H. Tseng, S. Park

51. Cooperative Multi-Agent Reinforcement Learning for Anti-Drone Systems in Dynamic Battlefield Environments
    IEEE Transactions on Aerospace and Electronic Systems (Review since 04-May-2025) G. S. Kim, W. Jeong, J. Kim

(Preparation)

52. Ocean Engineering Extension (LIG)
    IEEE Transactions on Mobile Computing (Working in Progress, Submission: 28-Feb-2026) E. J. Roh, et al.

53. Polarization Reconfigurable Transmit-Receive Beam Alignment with Interpretable Transformer
    IEEE Transactions on Signal Processing (Working in Progress) S. Oh, H. Han, J. Kim, S. Kwon

54. Learning-Based Beamforming and Polarization Alignment in MISO Networks
    IEEE Transactions on Vehicular Technology (Working in Progress) S. Oh, H. Han, J. Kim, S. Kwon

55. Quantum Entanglement Software Testing for Quantum-Enabled Network-Assisted Mobility
    IEEE TBD (Working in Progress) S. Park, S. Ali, J. Kim

56. Multimodal Coarse-to-Local Transformer for End-to-End Autonomous Vehicle Driving
    IEEE Transactions on Vehicular Technology (Working in Progress, Submission: 08-Dec-2025) Y. Cho, H. Park, S. Park, J. Kim

57. Introduction to the Quantum Approximate Optimization Algorithm: Theory, Applications, and Research Trends
    IEEE Nanotechnology Magazine (Working in Progress) Yunpyo Hong, Jaejoon Gil, Byung Soo Kim, Joongheon Kim

58. Double Blind Review (Submission: 07-Jan-2026)
    IEEE ICDCS, Seoul, Korea, July 2026. H. Lee, D.-H. Choi, J. Kim

59. Autonomous Carbon-Neutral Vehicle Control: A Reinforcement Learning Approach (Submission: 12-Jan-2026; Notice: 16-Mar-2026)
    IEEE/IFIP WiOpt, Columbus, OH, USA, June 2026. G. S. Kim, H. Lee, S. Park, S. Jung, J. Kim

(Plans, Quantum)

60. Double Blind Review (Submission: 07-Jan-2026)
    IEEE ICDCS, Seoul, Korea, July 2026.
    [1] 이민지, 오승철, 박수현, 김중헌 (Poster)

61. Submission: 12-Jan-2026, Rebuttal: 07-Apr-2026, Notice: 29-Apr-2026
    IJCAI-ECAI (Special Track on AI and Health), Bremen, Germany, August 2026.
    [1] (Surveys) 김중헌, et al

62. Submission: 01-Feb-2026, Rebuttal: (04~18)-Apr-2026, Notice: 16-May-2026
    ACM KDD, Jeju, Korea, August 2026.
    [1] (AI4Science) 안효준, 노지민, 박수현, 이형철(SNU-Hospital), 김중헌
    [2] (Main) 오승철, 임채문, 박수현, 김중헌

63. Submission: 23-Jan-2026, Rebuttal: TBD
    ICML, Seoul, Korea, July 2026.
    [1] 오승철, 임채문, 김대연, 박수현, Vaneet Aggrawal (Purdue),  Mohsen Heidari (IU), 김중헌
    [2] UNIST #1
    [3] UNIST #2

64. Submission: 14-Feb-2026, Response: 29-Mar-2026; Notice: 12-Apr-2026
    ACL, San Diego, CA, USA, July 2026.
    (Industry Track) 이종훈, 윤건재, 이성민, 임채문, 김중헌, 유혁

65. Submission: 06-Mar-2026, Rebuttal: TBD
    ECCV, Malmo, Sweden, September/October 2026.
    [1] 노지민, 안효준, 박수현, 김중헌
    [2] 안효준 et al
    [3] 오승철, 임채문 et al 

66. Submission: 15-Mar-2026
    ITiCSE, Madrid, Spain, July 2026.
    이종훈, 윤건재, 이성민, 임채문, 김중헌, 유혁

67. Submission: Late-Mar-2026
    ACM MobiHoc, TBD, October 2026.
    [1] 오승철, Moe Win, 김중헌 (QRL)

68. Submission: 12-May-2026, Rebuttal: TBD
    NeurIPS, TBD, December 2026.
    임채문, 김지웅, 오승철, 김중헌, 박성우

69. Submission: dd-May-2026, Rebuttal: TBD
    ACM CIKM, Rome, Italy, November 2026.
    TBD

70. Submission: 19-May-2026, Rebuttal: TBD
    EMNLP, TBD, November 2026.
    안효준, 박수현, 김중헌 (QLLM+NLP)

71. 김중헌, QAOA+UAV (TVT)

72. 김중헌, QSL (CIBM 저널)

73. 김중헌, mmWave + TPC 

74. 김중헌, CSUR (QNN 매거진)

75. 김중헌, CST (QCE 매거진)

76. 최대현, QRL+AIDC (TSG)

77. 이상윤, Energy IT (조예령, 이민지)

78. 정소이, Satellite Handover (CST)

79. 이현수, SMR 연구

80. 김규선, CST (RL+Aerodynamics)

81. 김규선, QRL (Nature)

82. 노지민, Quantum Generative Models (Nature)

83. 노지민, QCNN 매거진

84. 오승철, Stereoscopic Quantum Encoding (저널, 매거진)

85. 오승철, Rayberg Atom Receiver (INFOCOM)

86. 오승철, GLOBECOM

87. 오승철, TWC (ICC)

88. 오승철, TWC (GLOBECOM)

89. 이민지, ICT Express

90. 안효준, Hallucination 매거진

91. 안효준, LIG (선유도 어뢰) (TMC)

6G ARROW 규칙: ([1] 심사 제출 30일 전에는 파트너들에게 논문의 최신 버전(최소한 핵심 내용)을 이메일(또는 Fraunhofer Sharepoint)로 출판 및 공유하겠다는 의사를 알려야 하고, [2] 대상 학회 또는 저널의 PM에게 이 논문은 Open Access로 공개해야 한다는 점을 알려야 합니다. 논문의 최종 버전을 출판되는 즉시 오픈 액세스로 공개할 것을 약속하여야 합니다.  [3] 파트너들은 15일 이내에 (정당한) 이의를 제기해야 합니다. 이의가 없으면 컨소시엄에서 출판을 승인한 것으로 간주합니다. [4] 논문 심사에 제출 전, 저자는 프로젝트의 Zenodo(CERN의 공개논문 사이트)에 사전 인쇄 버전을 게시합니다. [5] 논문이 출판되면 최종 버전을 오픈 저장소 Zenodo에 게시합니다.)

(Journals and Conferences CFP)

• Submission: 01-Feb-2026
  KDD 2026 (Research Track)
  KDD 2026 (Applied Data Science Track)
  KDD 2026 (Datasets and Benchmarks Track)

• Submission: 10-Feb-2026
  PAKDD 2026 (Tutorial)