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
  2. Medical Image Analysis
    CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray
    Mingquan Lin, Gregory Holste, Song Wang, and 8 more authors
    Medical Image Analysis, 2025

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

2021

  1. HCLT
    Ensemble of Sentence Interaction and Graph Based Models for Document Pair Similarity Estimation
    Seonghwan Choi, Donghyun Son, and Hochang Lee
    Journal of KIISE, 2021