Publications

2026

  1. Reallocating Head Capacity: Optimizing KV Cache Compression via Head-wise Dimension Reduction
    Seungjun Shin* , Dasol Han* , Daeul Park*, and 2 more authors
    under-review, 2026

2025

  1. Neural Weight Compression for Language Models
    Jegwang Ryu , Minkyu Kim , Seungjun Shin, and 3 more authors
    arXiv preprint arXiv:2510.11234, 2025
  2. OrthoRank: Token Selection via Sink Token Orthogonality for Efficient LLM inference
    Seungjun Shin , Jaehoon Oh , and Dokwan Oh
    In International Conference on Machine Learning (ICML), 2025

2024

  1. House of cards: Massive weights in llms
    Jaehoon Oh , Seungjun Shin , and Dokwan Oh
    arXiv preprint arXiv:2410.01866, 2024
  2. Efficient neural video representation with temporally coherent modulation
    Seungjun Shin* , Suji Kim* , and Dokwan Oh
    In European Conference on Computer Vision (ECCV), 2024

2018

  1. CNN-based LDR-to-HDR conversion system
    Seungjun Shin , Kyeongbo Kong , and Woo-Jin Song
    In 2018 IEEE International Conference on Consumer Electronics (ICCE), 2018
  2. How to estimate global motion non-Iteratively from a coarsely sampled motion vector field
    Kyeongbo Kong , Seungjun Shin , Junggi Lee, and 1 more author
    IEEE Transactions on Circuits and Systems for Video Technology, 2018
  3. Multistage fusion with dissimilarity regularization for SAR/IR target recognition
    Young-Rae Cho , Seungjun Shin , Sung-Hyuk Yim, and 3 more authors
    IEEE Access, 2018

2017

  1. Multistage fusion and dissimilarity regularization for deep learning
    Young-Rae Cho , Seungjun Shin , Sung-Hyuk Yim, and 2 more authors
    In 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), 2017
  2. Tone mapping to minimize visual sensation distortion considering brightness and local band-limited contrast
    Seungjun Shin , Kyeongbo Kong , Junggi Lee, and 3 more authors
    Journal of the Society for Information Display, 2017
  3. Diffusion LMS algorithms with multi combination for distributed estimation: Formulation and performance analysis
    Jun-Taek Kong , Jae-Woo Lee , Seong-Eun Kim, and 2 more authors
    Digital Signal Processing, 2017
  4. A new robust variable weighting coefficients diffusion LMS algorithm
    Do-Chang Ahn , Jae-Woo Lee , Seungjun Shin, and 1 more author
    Signal Processing, 2017

2016

  1. Histogram-based non-iterative global motion estimation
    Kyeongbo Kong , Seungjun Shin , and Woo-Jin Song
    IEICE Proceedings Series, 2016
  2. Time-consistent Depth Estimation for 2D-to-3D Conversion System Using Color Histogram and Variance Map
    Seungjun Shin , Kyeongbo Kong , Sung In Cho, and 1 more author
    IEICE Proceedings Series, 2016
  3. Rendering of HDR images to improve brightness discrimination
    Jong-Ju Hong , Seungjun Shin , Woo-Jin Song, and 2 more authors
    Journal of the Society for Information Display, 2016

2015

  1. A backlight dimming algorithm based on visual perception for liquid crystal displays
    Seungjun Shin , Jong-Ju Hong , and Woo-Jin Song
    In 2015 IEEE International Conference on Consumer Electronics (ICCE), 2015