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UCLabUltra-Intelligent Computing/Communication LaboratoryChung-Ang University
Hao Hoang Tran

MS Students

Hao Hoang Tran

MS Student (March 2025~)

hhtran at uclab.re.kr

Research & Affiliation

  • Wireless communication
  • Physical Layer Security

Education

Contact

Email
hhtran at uclab.re.kr
Affiliation
Chung-Ang University

Publication record

Publications

25

International Conferences

15 records
  1. H. H. Tran, T. V. Nguyen, T. T.-A. Dang, V. A.-H. Le, D. Won, J. Oh, and S. Cho, "Constrained Reinforcement Learning for Dynamic Wireless Resource Management: A Compact Survey," in Proc. of ICTC, Jeju, Korea, October 2026. [PDF]
  2. T. T.-A. Dang, D. Won, J. Kim, V. A.-H. Le, H. H. Tran, M. C. Ho, and S. Cho, "AI-Driven Traffic Steering for Smart Factories Over Open RAN: Advances and Reproducibility Gaps," in Proc. of ICTC, Jeju, Korea, October 2026. [PDF]
  3. J. Oh, S. Choi, J. Kim, K. N. T. Tran, D. Lee, T. P. Truong, H. H. Tran, T. T. Win, M. C. Ho, and S. Cho, "Federated Learning and Reinforcement Learning: A Survey of Bidirectional Integration and Synergies," in Proc. of ICTC, Jeju, Korea, October 2026. [PDF]
  4. D. Won, J. Kim, J. Kim, S. Lee, T. T. T. Dinh, K. N. T. Tran, T. T.-A. Dang, H. H. Tran, T. S. Do, and S. Cho, "Mental Imagery Decoding and Reconstruction using EEG, MEG, and fMRI: A Survey," in Proc. of ICTC, Jeju, Korea, October 2026. [PDF]
  5. V. A.-H. Le, A.-T. Tran, T. T.-A. Dang, H. H. Tran, and S. Cho, "Predictive Versus Projection-Based Scheduling for O-RAN Fronthaul Deadline Assurance," in Proc. of ICMIC, Taipei, Taiwan, August 2026. [PDF]
  6. H. H. Tran, T. V. Nguyen, T. T.-A. Dang, V. A.-H. Le, D. Won, J. Oh, and S. Cho, "Stabilizing Lagrangian DRL with PID Control for Constrained Policy Optimization," in Proc. of ICMIC, Taipei, Taiwan, August 2026. [PDF]
  7. D. Won, T. T.-A. Dang, N.-T. Dinh, A. B. Wondmagegn, H. H. Tran, S. Lee, J. Kim, K. N. T. Tran, and S. Cho, "Toward End-to-End Intent-Based Networking for 6G: Architectures, Challenges, Recent Advances, and Future Directions," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF]
  8. H. H. Tran, T. V. Nguyen, T. M. T. Nguyen, D. Won, J. Oh, and S. Cho, "Vacuous QoS Constraints in Constrained DRL-URLLC Simulations: Root Causes, Detection, and Remedies," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF]
  9. T. M. T. Nguyen, T. V. Nguyen, H. H. Tran, C. Song, and S. Cho, "Large-Scale MIMO for Satellite Communications: Opportunities and Challenges," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF]
  10. J. Oh, D. Lee, C. Lee, D. Won, J. Kim, C. Song, H. H. Tran, T. P. Truong, T. T. Win, T. M. T. Nguyen, T. T. T. Dinh, and S. Cho, "Toward Fusion Intelligence of Open Radio Access Network with Federated Learning: A Survey," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF]
  11. H. H. Tran, Q. T. Do, T. S. Do, D. Won, J. Oh, and S. Cho, "Robust Backscatter Detection via Deep Reinforcement Learning Against an Evolving Adversarial Jammer," in Proc. of ICAIIC, Tokyo, Japan, February 2026. [PDF]
  12. J. Oh, S. Hong, D. Lee, T. T. Win, H. H. Tran, C. Lee, C. Song, G. Kim, S. Choi, and S. Cho, "Energy-Efficient Federated Learning Over-the-Air with Perfect Amplitude Alignment Based on Magnitude-Scaled One-Bit Quantization," in Proc. of ICAIIC, Tokyo, Japan, February 2026. [PDF] (Excellent Paper Award)
  13. H. H. Tran, Q. T. Do, T. S. Do, J. Oh, and S. Cho, "Adversarial AI-Driven Covert Communications in Bistatic Backscatter Systems: An Overview," in Proc. of ICOIN, Hanoi, Vietnam, January 2026. [PDF]
  14. T. S. Do, T. P. Truong, H. H. Tran, K. N. T. Tran, M. C. Ho, A. T. Tran, V. N. Vu, and S. Cho, "Multi-Task Semantic Communication System for DNA Transmission," in Proc. of ICOIN, Hanoi, Vietnam, January 2026. [PDF] (Best Paper Award)
  15. H. H. Tran, T. S. Do, T. P. Truong, N.-N. Dao, and S. Cho, "Enhanced Stochastic Geometry Models for Point Processes and Clustering via Machine Learning," in Proc. of NOLTA, Okinawa, Japan, October 2025. [PDF]

Korean Conferences

10 records
  1. Viet Anh-Huy Le, Anh Tien Tran, Thanh Thien-An Dang, Hao Hoang Tran, 조성래, "Recent Advances in O-RAN Open Fronthaul: Compression, Intelligence, and Security," 한국통신학회 하계종합학술발표회, 제주도, June 2026. [PDF]
  2. 김주영, 원동욱, 송치현, Ton That Tam Dinh, 최성진, Thanh Thien-An Dang, Hao Hoang Tran, 이승찬, 조성래, "우주 데이터센터 통신 기술 동향," 한국통신학회 하계종합학술발표회, 제주도, June 2026. [PDF]
  3. Hao Hoang Tran, Thanh Thien-An Dang, Viet Anh-Huy Le, 원동욱, 오준석, 조성래, "A Survey of Neural Decoders for Error Correction Codes: From Syndrome-Based Deep Learning to Quantum Foundation Models," 한국통신학회 하계종합학술발표회, 제주도, June 2026. [PDF]
  4. Thanh Thien-An Dang, 원동욱, 김주영, Viet Anh-Huy Le, Hao Hoang Tran, 조성래, "Time-Series Foundation Models for the Open RAN: Recent Advances," 한국통신학회 하계종합학술발표회, 제주도, June 2026. [PDF]
  5. 이승찬, 이동현, 원동욱, 김재민, 최성진, Hao Hoang Tran, 조성래, "대규모 언어모델 기반 시맨틱 통신 연구 동향," 통신정보 합동학술대회, 여수, April 2026. [PDF]
  6. Hao Hoang Tran, 조성래, "AI 기반 후방산란 통신 신호 최적화: 기술 동향," 통신정보 합동학술대회, 여수, April 2026. [PDF]
  7. 김재민, 원동욱, 김주영, 이승찬, Thanh Thien-An Dang, Hao Hoang Tran, 조성래, "O-RAN 및 디지털 트윈 기반 지능형 제어 기술 동향," 통신정보 합동학술대회, 여수, April 2026. [PDF]
  8. 김주영, 이동현, 오준석, Hao Hoang Tran, 이승찬, 조성래, "위성 광통신 기반 시스템의 처리량 최적화 연구 동향," 한국통신학회 동계종합학술발표회, 평창, February 2026. [PDF]
  9. Hao Hoang Tran, 조성래, "Recent Advances in the Stochastic Geometry for Coverage Probability Prediction with User Mobility," 한국통신학회 하계종합학술발표회, 제주도, June 2025. [PDF]
  10. Tung Son Do, Thanh Phung Truong, Quang Tuan Do, Hoang Hao Tran, 조성래, "Recent Advances in the Quantum Satellite Communication Systems," 한국통신학회 하계종합학술발표회, 제주도, June 2025. [PDF]