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UCLabUltra-Intelligent Computing / Communication LaboratoryChung-Ang University ↗
Viet Anh - Huy Le

M.S. Students

Viet Anh-Huy Le

M.S. Student (2026.3~)

lvahuy at uclab.re.kr

Research & affiliation

  • Open RAN
  • Wireless Communication

Education

Contact

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

Publication record

Publications

19

International Journals

02 records
  1. T. T.-A. Dang, D. Won, J. Kim, V. A.-H. Le, and S. Cho, "Forecasting Before Acting: Recent Advances in Learning-Based Traffic Prediction and Intelligent Control in Open RAN," Elsevier ICT Express, vol. 12, no. 4, pp. 1041-1061, August 2026. [PDF] [Open Access PDF]
  2. H. H. Tran, T. T.-A. Dang, V. A.-H. Le, M. D. Nguyen, K. N. T. Tran, and S. Cho, "Anchored Beam-Convolutional Prediction for Delayed Beam Selection," to appear in Elsevier ICT Express, 2026.

International Conferences

08 records
  1. V. A.-H. Le, A.-T. Tran, T. T.-A. Dang, and S. Cho, "How Old Is the Stored RAN State an xApp Reads in the O-RAN Near-RT Loop?," in Proc. of ICTC, Jeju, Korea, October 2026. [PDF]
  2. 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]
  3. 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]
  4. J. Kim, D. Won, J. Oh, T. T. Win, T. T. T. Dinh, S. Choi, T. T.-A. Dang, K. N. T. Tran, S. Lee, V. A.-H. Le, and S. Cho, "A Review of Handover Decision Metrics in LEO Satellite Networks," 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. V. A.-H. Le, A.-T. Tran, T. T.-A. Dang, and S. Cho, "Robust PRACH Preamble Detection Using GATv2-Based Graph Learning for 5G/6G Networks," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF]
  8. T. T.-A. Dang, D. Won, J. Kim, V. A.-H. Le, J. Kim, and S. Cho, "Toward Event-Driven Per-UE xApps in Open RAN Near-RT RIC," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF]

Korean Conferences

09 records
  1. Viet Anh-Huy Le, Thanh Thien-An Dang, Hao Hoang Tran, 조성래, "Where Can Quantum Computing Fit in Open RAN? A Control-Loop-Aware Survey and the QPU Programming-Time Wall," accepted at 한국통신학회 추계종합학술발표회, November 2026. [PDF]
  2. Thanh Thien-An Dang, Dongwook Won, Juyoung Kim, Viet Anh-Huy Le, Hao Hoang Tran, 조성래, "From LLM Intent to RAN Actuation: Guardrails for Agentic O-RAN Control," accepted at 한국통신학회 추계종합학술발표회, November 2026. [PDF]
  3. Hao Hoang Tran, Thanh Thien-An Dang, Viet Anh-Huy Le, Seongjin Choi, Junsuk Oh, Chihyun Song, 조성래, "Beyond the Beam Sweep: A Survey of 6G Beamforming Along the Aperture and Side-Information Axes," accepted at 한국통신학회 추계종합학술발표회, November 2026. [PDF]
  4. 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]
  5. 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]
  6. 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]
  7. Viet Anh-Huy Le, Anh-Tien Tran, Thanh Thien-An Dang, 조성래, "5G NR 시스템에서의 PRACH 프리앰블 검출에 관한 연구," 통신정보 합동학술대회, 여수, April 2026. [PDF]
  8. Thanh Thien-An Dang, 원동욱, 김주영, Viet Anh-Huy Le, 조성래, "트래픽 스티어링 연구를 위한 오픈소스 O-RAN 테스트베드: 시뮬레이션부터 자동화 기반 프로덕션까지," 통신정보 합동학술대회, 여수, April 2026. [PDF]
  9. Anh-Tien Tran, Thanh Thien-An Dang, Viet Anh-Huy Le, 조성래, "전통적 ISAC에서 Semi-ISAC으로의 전환에 대한 간략한 개관," 통신정보 합동학술대회, 여수, April 2026. [PDF]