About

I am a postdoctoral fellow in the Edward S. Rogers Sr. Department of Electrical & Computer Engineering at the University of Toronto, working with Prof. Wei Yu. I received my Ph.D. in Electrical Engineering from KAIST in 2026 and my M.S. from UNIST in 2023, both under the supervision of Prof. Jinseok Choi, and my B.S. in Electronics Engineering from Jeonbuk National University in 2021.

My current research interests include beamforming algorithm design for multi-user MIMO systems, particularly scalable and low-complexity precoding for hybrid, RIS-aided, and coarsely quantized massive MIMO architectures under imperfect channel state information; the analysis of cell-free massive MIMO systems under limited fronthaul capacity; the design of AI-aided real-time prediction and tracking algorithms for systems with unknown dynamics; and the development of efficient communication frameworks for physical AI.

Experience

  • Sep. 2026 – present
    Postdoctoral Fellow, Electrical & Computer EngineeringUniversity of Toronto. Advisor: Prof. Wei Yu
  • Jun. 2026 – Aug. 2026
    Visiting Scholar, Electrical & Computer EngineeringUniversity of Toronto. Advisor: Prof. Wei Yu

Education

  • Aug. 2023 – Aug. 2026
    Ph.D. in Electrical EngineeringKAIST. Advisor: Prof. Jinseok Choi
  • Feb. 2021 – Aug. 2023
    M.S. in Electrical EngineeringUNIST. Advisor: Prof. Jinseok Choi
  • Mar. 2014 – Feb. 2021
    B.S. in Electronics EngineeringJeonbuk National University. Advisor: Prof. Seok-Hwan Park

Research

  • MU-MIMO Beamforming — low-complexity and scalable beamforming designs for massive MIMO with hybrid architectures and low-resolution ADCs/DACs; deep neural network-aided scalable and adaptive beamforming architectures.
  • RIS-aided Networks — RIS phase-shift optimization designs for practical scenarios such as multi-RIS systems, imperfect channel state information, and low-resolution phase shifters.
  • Cell-free MIMO — analysis of cell-free MIMO systems under limited fronthaul capacity; quantization and pilot contamination effects on channel estimation and beamforming; developing pilot assignment and resource allocation algorithms.
  • Real-time Prediction/Tracking — task-aware neural Kalman filtering for unknown dynamics, where both the state predictor and the Kalman gain are learned jointly from data without knowledge of the state-evolution function and noise statistics.
  • Communications for Physical AI — perception-assisted PHY for robotic systems; developing frameworks from pretrained robot policies to improve communication performance without duplicating visual encoding.

Publications

Journal papers

  1. Bayesian Channel Estimation for mmWave Massive MIMO Systems: An MCMC-Based Approach Gyoseung Lee, Seongmin Kim, Mintaek Oh, Beomsoo Ko, Jeunghun Oh, Junil Choi, and Hyeongtaek Lee IEEE Transactions on Vehicular Technology, submitted
  2. A Bussgang-based Latent Lifting Method: Discrete RIS Channel Estimation and Beamforming Mintaek Oh, Namyoon Lee, and Jinseok Choi IEEE Transactions on Wireless Communications, submitted
  3. Neural Kalman Filtering for Unknown Dynamics: Task-Aware Learning with a Koopman Backbone Mintaek Oh, Jeonghun Park, Nir Shlezinger, Yonina C. Eldar, and Jinseok Choi IEEE Transactions on Signal Processing, submitted
  4. Scalable and Convergent Generalized Power Iteration Precoding for Massive MIMO Systems Seunghyeong Yoo, Mintaek Oh, Jeonghun Park, Namyoon Lee, and Jinseok Choi IEEE Transactions on Wireless Communications, under revision
  5. Scalable Beamforming Design for Multi-RIS-Aided MU-MIMO Systems with Imperfect CSIT Mintaek Oh and Jinseok Choi IEEE Transactions on Wireless Communications, vol. 25, pp. 22718–22733, 2026
  6. Full-Duplex Multiuser MISO Under Coarse Quantization: Per-Antenna SQNR Analysis and Beamforming Design Seunghyeong Yoo, Jaehyun Kim, Seokjun Park, Mintaek Oh, Namyoon Lee, and Jinseok Choi IEEE Transactions on Communications, vol. 74, pp. 9742–9757, 2026
  7. Hybrid Precoding Revisited: Low-Dimensional Subspace Perspective for MU-MIMO Systems Mintaek Oh and Jinseok Choi IEEE Transactions on Vehicular Technology, vol. 75, no. 10, pp. 25397–25402, 2026
  8. Generalized Power Iteration-Based Precoding With Low-Complexity Matrix Inversion Approaches for Massive MIMO Systems Mintaek Oh, Seunghyeong Yoo, Namyoon Lee, and Jinseok Choi IEEE Transactions on Vehicular Technology, vol. 75, no. 6, pp. 11908–11913, 2026
  9. Artificial Noise-Aided Max-Min Fairness Secrecy Precoding With Partial Wiretap Channel Knowledge Sungyu Kim, Eunsung Choi, Mintaek Oh, and Jinseok Choi IEEE Transactions on Vehicular Technology, vol. 74, no. 5, pp. 8390–8395, 2025
  10. Joint Optimization for Secure and Reliable Communications in Finite Blocklength Regime Mintaek Oh, Jeonghun Park, and Jinseok Choi IEEE Transactions on Wireless Communications, vol. 22, no. 12, pp. 9457–9472, 2023
  11. Joint Precoding and Artificial Noise Design for MU-MIMO Wiretap Channels Eunsung Choi, Mintaek Oh, Jinseok Choi, Jeonghun Park, Namyoon Lee, and Naofal Al-Dhahir IEEE Transactions on Communications, vol. 71, no. 3, pp. 1564–1578, 2023

Conference papers

  1. Blind-KalmanNet: Task-Aware Neural Kalman Filtering for Unknown Dynamics Mintaek Oh, Jeonghun Park, Nir Shlezinger, Yonina C. Eldar, and Jinseok Choi IEEE International Conference on Communications (ICC), 2027, submitted
  2. Wideband Channel Tracking with Quantization Distortion Mintaek Oh, Jinseok Choi, Seyong Kim, and Jeonghun Park International Conference on Information and Communication Technology Convergence (ICTC), 2024
  3. Joint and Simultaneous Optimization of Artificial Noise-aided Precoding for Secure Communications Eunsung Choi, Mintaek Oh, Jinseok Choi, Jeonghun Park, Namyoon Lee, and Naofal Al-Dhahir IEEE Global Communications Conference (GLOBECOM), 2023
  4. OFDM Simulator for Underwater Acoustic Communications Seyong Kim, Jeonghun Park, Mintaek Oh, and Jinseok Choi International Conference on Information and Communication Technology Convergence (ICTC), 2023
  5. A Survey on Statistical Channel Modeling for Underwater Acoustic Communications Mintaek Oh, Jinseok Choi, Sungyu Kim, Seunghyeong Yoo, Seyong Kim, and Jeonghun Park International Conference on Information and Communication Technology Convergence (ICTC), 2023
  6. Secure Internet-of-Things Communications: Joint Precoding and Power Control Mintaek Oh, Jeonghun Park, and Jinseok Choi IEEE International Conference on Communications (ICC), 2022
  7. Energy-Efficient Precoding for Massive MIMO Systems with Low-Resolution Quantizers Mintaek Oh, Jeonghun Park, Namyoon Lee, and Jinseok Choi IEEE Wireless Communications and Networking Conference (WCNC), 2022

Awards

  • Silver Award, IEEE Student Paper ContestIEEE Seoul Section
  • Best Paper AwardKorean Institute of Communications and Information Sciences
  • Best Paper AwardKorean Institute of Communications and Information Sciences
  • Student Travel Grant, IEEE WCNCIEEE Communications Society

Service

Journal reviewer
IEEE Transactions on Wireless Communications, IEEE Transactions on Communications, IEEE Internet of Things Journal, IEEE Wireless Communications Letters, IEEE Open Journal of the Communications Society
Conference reviewer
IEEE Global Communications Conference (GLOBECOM), IEEE International Conference on Communications (ICC)