Publications

You can also find my articles on my Google Scholar profile.

  1. 2026
    AMUSE: Anytime Muon with Stable Gradient Evaluation
    Jueun Kim, Baekrok Shin, Jihun Yun, Beomhan Baek, Minhak Song, Chulhee Yun
    Preprint
  2. 2026
    Learning Weakly Communicating Average-Reward CMDPs: Strong Duality and Improved Regret
    Kihyun Yu, Beomhan Baek, Dabeen Lee
    Preprint
  3. 2026
    Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime
    Beomhan Baek*, Minhak Song*, Chulhee Yun
    International Conference on Learning Representations (ICLR) 2026
    NeurIPS 2025 Workshop on Optimization for Machine Learning
  4. 2025
    Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training
    Minhak Song*, Beomhan Baek*, Kwangjun Ahn, Chulhee Yun
    Conference on Neural Information Processing Systems (NeurIPS) 2025
    ICML 2025 Workshop on High-dimensional Learning Dynamics
  5. 2020
    Three dynamic pricing schemes for resource allocation of edge computing for IoT environment
    Beomhan Baek, Joohyung Lee, Yuyang Peng, Sangdon Park
    IEEE Internet of Things Journal, 2020