Donghyun Son

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email: dhson[at]stanford[dot]edu

I’m a Master’s student in Computer Science at Stanford, working at the intersection of ML and systems.

Prior to Stanford, I

  • worked closely with Prof. Sungjoo Yoo on KV cache compression algorithms and diffusion language models.
  • was an ML engineer at Hyperconnect (Acquired by Match Group), building an ML-based content moderation system for dating services (e.g. Tinder, Hinge).

I would love to chat or collaborate, so feel free to reach out.

Links: Github | CV | Google Scholar | X

 

Selected Publications

  1. Preprint
    Tailoring the Quantization Space for 1-Bit KV Cache Compression
    Minsoo Cheong*, Donghyun Son*, and Sungjoo Yoo
    arXiv, 2026
    arXiv Code
  2. 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 Code
  3. 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
  4. 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