publications

publications by categories in reversed chronological order.

2026

  1. mage.png
    MAGE: All-[MASK] Block Already Knows Where to Look in Diffusion LLM
    Omin Kwon, Yeonjae Kim, Doyeon Kim, and 3 more authors
    Under Review , 2026
    arXiv
  2. ICLR DeLTa
    group_traj.png
    Inference-Aligned SFT for Diffusion LLMs via Group-based Trajectory Sampling
    Seunghyuk Oh, Minjae Lee, Kevin Galim, and 5 more authors
    In ICLR 2026 DeLTa Workshop, 2026
  3. llminaflash.png
    LLM Inference in a Flash!
    Sebastian Zhao*, Minseo Kim*, Coleman Hooper*, and 5 more authors
    Under Review , 2026

2025

  1. MLSys
    cdlm.png
    CDLM: Consistency Diffusion Language Models for Faster Sampling
    Minseo Kim, Chenfeng Xu, Coleman Hooper, and 5 more authors
    Accepted to MLSys 2026 , 2025
    arXiv Code
  2. beyond.png
    Beyond Next-Token Prediction: A Performance Characterization of Diffusion versus Autoregressive Language Models
    Minseo Kim, Coleman Hooper, Aditya Tomar, and 5 more authors
    arXiv Preprint , 2025
    arXiv
  3. EMNLP
    kreta.png
    KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts
    Taebaek Hwang*, Minseo Kim*, Gisang Lee, and 2 more authors
    In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025
    DOI HTML Code
  4. CIKM
    instanns.png
    InstANNS: Scalable Approximate Nearest Neighbor Search via Cost-Efficient In-Storage Processing
    Bonggeun Sim, Yushin Kim, Minseo Kim, and 2 more authors
    In Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM ’25), 2025
    DOI HTML