publications

2025

  1. NeurIPS 2025
    NSNQuant.png
    NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache
    Donghyun Son, Euntae Choi, and Sungjoo Yoo
    In Advances in Neural Information Processing Systems (NeurIPS), 2025
    arXiv

2024

  1. Preprint
    In-Context Learning with Noisy Labels
    Junyong Kang, Donghyun Son, Hwanjun Song, and 1 more author
    2024
    arXiv

2023

  1. WSDM 2023 (Oral)
    wsdm23.png
    Reliable decision from multiple subtasks through threshold optimization: Content moderation in the wild
    Donghyun Son*, Byounggyu Lew*, Kwanghee Choi, and 5 more authors
    In Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining (WSDM), 2023
    arXiv
  2. OOD-CV@ICCV23
    ood-cv23.png
    Gradient estimation for unseen domain risk minimization with pre-trained models
    Byounggyu Lew*, Donghyun Son*, and Buru Chang
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
    arXiv
  3. JCSE
    Looking to personalize gaze estimation using transformers
    Seung Hoon Choi, Donghyun Son, Yunjong Ha, and 3 more authors
    Journal of Computing Science and Engineering, 2023