Publications (Working in Progress)

(Journals, Review)

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

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

3. Hierarchical Multi-Agent Reinforcement Learning for Carbon-Aware AI Data Centers in Power Distribution Systems
   IEEE TBD (Working in Progress) H. Lee, P. Prabawa, D.-H. Choi, J. Kim

4. Quantum-GPT: Quantum-Inspired Parameter Efficient Fine Tuning in GPT-Guided Internet-of-Things Applications
   IEEE Computational Intelligence Magazine (Working in Progress, Submission: 10-Dec-2025) E. J. Roh, H. Ahn, J. Kim

5. Learning-based Beamforming and Polarization Alignment in MISO System
   IEEE Transactions on Vehicular Technology (Working in Progress, Submission: ) S. Oh, H. Han, J. Kim, S. Kwon

6. High-Dimensional Quantum Encoding over Noisy Quantum Channels
   IEEE TBD (Working in Progress) C. Im, E. J. Roh, H. Ahn, S. Oh, T. Q. Duong, S. Park, J. Kim

7. USD2C: UAV-Assisted Secure Data Collection and Computation Framework for Internet of Multimedia Things (IoMT) Applications
   IEEE Transactions on Dependable and Secure Computing (Working in Progress) I. Ahmad, J. Kim, S. Shin

8. 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

9. Transformer Methods for Autonomous Mobility Systems: A Survey
   IEEE Communications Surveys and Tutorials (Working in Progress, Initial Draft: 11-Dec-2025; Submission after Co-Author Proof-Reading: 17-Dec-2025) Y. Cho, C. Im, M. Lee, H. Lee, S. Park, S. Jung, J. Kim

10. Attention-based Multi-Agent Learning for Cross-Orbit Mobility-Aware Handover in GEO-LEO Coexistence Satellite Networks
    IEEE Transactions on Mobile Computing (Working in Progress) J. Kim, J. Kim, J.-H. Kim, S. Jung

11. Sustainable Quantum Multi-Agent Cooperative Learning: Algorithms and Software Methods
    IEEE TBD (Working in Progress) S. Park, J. Kim

12. Rethinking Privacy-Preserving Distributed Learning in Quantum Hilbert Spaces
    IEEE Computational Intelligence Magazine (Review since 30-Nov-2025) S. B. Son, J. Kim, S. Park

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

14. LLM-Guided Reward Adaptation for Heterogeneous Multi-Agent Coordination in Excavation Tasks
    IEEE Transactions on Intelligent Vehicles (Review since 11-Nov-2025) M. Kim, J. Kim, S. Jung

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

16. GraMA: A Gradient Matrix-Guided Assignment Method for Solving Qubit Mapping Problems
    Future Generation Computer Systems (Elsevier) (Review since 02-Nov-2025) X. Piao, J. Kim, J.-K. Kim

17. 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

18. 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

19. Quantum Leap for Autonomous Aircraft Control
    IEEE Communications Magazine (Review since 10-Oct-2025) G. S. Kim, J. Chung, S. Park, S. Jung, T. Q. Duong, J. Kim

20. 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

21. (Double Blind Review)
    IEEE Transactions on Industrial Informatics (Review since 14-Sep-2025) G. S. Kim, S. Park, S. Jung, J. Kim

22. A Two-Staged Quantum Compilation Process: Hardware-Agnostic Routing and Hardware-Dependent Mapping
    ACM Transactions on Architecture and Code Optimization (Review since 26-Aug-2025) P. Xiao, J. Shim, J. Kim, J.-K. Kim

23. 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

24. Understanding Quantum Neural Networks: Fourier Analysis and A Vision for the Road Ahead
    Nature Communications Physics (Review since 28-Aug-2025) S. Oh, E. J. Roh, A. Vasilakos, S. Park, J. Kim

25. 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

26. 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

27. Polarization Reconfigurable Transmit-Receive Beam Alignment with Interpretable Transformer
    IEEE Transactions on Wireless Communications (Awaiting Editor Decision since 22-Nov-2025; Review since 20-Aug-2025) S. Oh, H. Han, J. Kim, S. Kwon

28. 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

29. Quantum Reinforcement Learning for Carbon-Aware Energy-Efficient Air Traffic Control
    IEEE Transactions on Intelligent Transportation Systems (Review since 29-Jul-2025) G. S. Kim, H. Ahn, J. Kim

30. (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

31. Hallucination-Aware Hierarchical LLM for Autonomous UAV Mobility Control: A Safe Reinforcement Learning Approach
    IEEE Transactions on Intelligent Vehicles (Review since 17-Jul-2025) H. Ahn, S. Oh, G. S. Kim, S. Park, S. Jung, J. Kim

32. Joint Mobility Control and Networking for Autonomous Aircraft Cooperation: A Quantum Reinforcement Learning Approach
    IEEE Transactions on Mobile Computing (Review since 18-May-2025) G. S. Kim, J. Chung, S. Jung, S. Park, T. Q. Duong, J. Kim

33. 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

34. 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

(Top Conferences, Review)

35. Double Blind Review (Submission: 12-Jan-2026; Rebuttal: 07-Apr-2026, Notice: 29-Apr-2026)
    IJCAI-ECAI, Bremen, Germany, August 2026. S. Oh, C. Im, S. Park, J. Kim (Lie-Algebra Quantum)

36. LLM-Guided Model Adaptation for Agentic Quantum-AI in Large-Scale Differentiated Short-Form Video Services (Submission: 12-Jan-2026; Notice: 16-Mar-2026)
    IEEE/IFIP WiOpt, Columbus, OH, USA, June 2026. H. Ahn, H. Lee, K. Bian, S. Park, S. Jung, M. Choi, J. Kim

37. 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

(Plans, Quantum)

38. Submission: 13-Nov-2025, Rebuttal: 22-Jan-2026, Notice: 20-Feb-2026
    CVPR, Denver, Colorado, USA, June 2026.
    오승철, 임채문, 박수현, 김중헌 (QCNN)

39. Submission: 07-Jan-2026, Notice: TBD
    IEEE ICDCS, Seoul, Korea, July 2026.
    노지민, 임채문, 동경대, 박수현, 김중헌, 이원준 (QCNN) [12월14일까지 초안 완료 후 공저자 공유]
    이현수, 김중헌 (AIDC)

40. Submission: 05-Jan-2026, Rebuttal: 09-Mar-2026; Notice: 04-Apr-2026
    ACL, San Diego, CA, USA, July 2026.
    안효준, 박수현, 김중헌 (QLLM+NLP)

41. Submission: 12-Jan-2026, Notice: 16-Mar-2026
    IEEE/IFIP WiOpt, Columbus, OH, USA, June 2026.
    김규선, 이호영, 정소이, 박수현, 휴스턴대, 김중헌 (QRL)
    안효준, 이호영, 북경대, 박수현, 정소이, 최민석, 김중헌 (Q-Cache)
    손석빈, 이주헌, 박수현, 김중헌 (LLM+VR)

42. Submission: 12-Jan-2026, Rebuttal: 07-Apr-2026, Notice: 29-Apr-2026
    IJCAI-ECAI, Bremen, Germany, August 2026.
    오승철, 임채문, 박수현, 김중헌 (QNN)
    김중헌, 김대연, 오승철, 이형철, 박수현 (QSL)
    이호영, 안효준, 이형철, 김중헌 (QRL+Drug)
    김중헌, et al (Survey Track)

43. Submission: 23-Jan-2026, Rebuttal: TBD
    ICML, Seoul, Korea, July 2026.
    임채문, 오승철, 박성우 (AIScience)
    오승철, 임채문, 박수현, 김중헌 (Multi-Qubit)
    안효준, 노지민, 김중헌 (Q-RAG)
    노지민, 안효준, 이창희, 김중헌 (QLLM)
    이승권, 손석빈, 김중헌, 인호 (QKD)
    최현진, 김중헌, 김대겸 (Robots)
    UNIST

44. Submission: 01-Feb-2026, Rebuttal: TBD
    ACM KDD, Jeju, Korea, August 2026.
    이호영, 안효준, 오승철, 이형철, 김중헌 (Dataset)

45. Submission: 20-Feb-2026 (20-Apr-2026), Decision: 20-Mar-2026 (11-May-2026)
    AVSS, Lecce, Italy, September 2026.

46. Submission: 06-Mar-2026, Rebuttal: TBD
    ECCV, Malmo, Sweden, September/October 2026.
    노지민 et al
    임채문, 오승철 et al 

47. Submission: Late-Mar-2026
    ACM MobiHoc, TBD, October 2026.

48. Submission: dd-Apr-2026, Rebuttal: dd-Jun-2026, Notice: dd-Jul-2026
    ACM Multimedia, TBD, October 2026.
    손석빈

49. Submission: 12-May-2026, Rebuttal: TBD
    NeurIPS, TBD, December 2026.
    TBD

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

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

52. [15-Sep-2025] SMR
    IEEE Transactions (Working in Progress) J. Kim, M. Lee

53. [15-Sep-2025] QAOA UAV
    IEEE Transactions on Vehicular Technology (Working in Progress) J. Kim

54. [30-Sep-2025] Transformer Survey
    IEEE Communications Surveys and Tutorials (Working in Progress, due on 31-Aug-2025) Y. Cho, H. Ahn, C. Im, J. Kim

55. [30-Sep-2025] Energy IT (CNNU)
    IEEE (Working in Progress) S. Lee, et al.

56. [15-Oct-2025] Hallucination Magazine
    IEEE Communications Magazine (Working in Progress) H. Ahn, J. Kim

57. [31-Oct-2025] Special Issue on Quantum Computing
    IEEE Nanotechnology Magazine (Working in Progress due on 31-Oct-2025) S. Oh et al

58. [31-Oct-2025] QSL
    IEEE (Working in Progress) J. Kim

59. [31-Oct-2025] Energy IT (CAU)
    IEEE (Working in Progress) D.-H. Choi, et al.

60. [13-Oct-2025] Ocean Engineering (Full Version)
    IEEE Transactions on Intelligent Vehicles (Working in Progress) E. J. Roh, J. Kim

61. [01-Dec-2025] SI: Privacy-Preserving Machine and Deep Learning (Link)
    IEEE Computational Intelligence Magazine (Working in Progress) I. Ahmad, et al 

62. [01-Dec-2025] SI: Privacy-Preserving Machine and Deep Learning (Link)
    IEEE Computational Intelligence Magazine (Working in Progress) (AIM Lab Internal)

63. [31-Dec-2025]  선유도 어뢰
    IEEE Transactions (Working in Progress) H. Ahn , E. J. Roh, J. Kim

64. [31-Dec-2025]  QRL
    Nature (Working in Progress) G. S. Kim, J. Kim

65. [28-Feb-2026] Quantum Generative Models
    Nature (Working in Progress) E. J. Roh, J. Kim

66. [28-Feb-2026] QCNN Magazine
    IEEE Magazine (Working in Progress) E. J. Roh, J. Kim

67. [28-Feb-2026] QT + QCNN
    IEEE Magazine (Working in Progress) E. J. Roh, J. Kim

68. [28-Feb-2026] Stereoscopic Quantum Encoding
    IEEE Transactions (Working in Progress) S. Oh, C. Im, J. Kim

69. mmWave TCP, TMC

70. Rayberg Atom Receiver MAC

71. 김중헌, 서베이) Survey, CST

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: 15-Dec-2025; Notice: 20-Feb-2026 (May 18-22, Daejeon, Korea)
  ICST 2026

• Submission: 15-Dec-2025
  IEEE Nanotechnology Magazine (SI: Quantum Computing)

• Submission: 31-Dec-2025
  IEEE Network (Agentic AI for Next Generation Wireless Networks)

• Submission: 01-Jan-2026
  IEEE TCCN (Agentic AI for Communications and Networking with Embodied Intelligence)

• 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)