publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Data Pruning
    prior_update.png
    Prior-based Noisy Text Data Filtering: Fast and Strong Alternative For Perplexity
    Yeongbin Seo, Gayoung Kim, Jaehyung Kim †, and Jinyoung Yeo †
    In ICLR, 2026
    arXiv Code
  2. Diffusion LM
    Renoise Consistency: Unlocking Efficient Best-of-N for Diffusion Large Language Models
    Jihoon Lee, Yeongbin Seo, and Jaehyung Kim †
    Under review
    2026

2025

  1. Diffusion LM
    diffusion_4.png
    Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning
    Yeongbin Seo, Dongha Lee †, Jaehyung Kim †, and Jinyoung Yeo †
    In NeurIPS spotlight (3.19%), 2025
    arXiv Code
  2. Hallucination
    aqe.png
    Quantifying Self-Awareness of Knowledge in Large Language Models
    Yeongbin Seo, Dongha Lee †, and Jinyoung Yeo †
    Under review
    2025
    arXiv Code

2024

  1. Continual Learning
    TAALM.png
    Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
    Yeongbin Seo, Dongha Lee †, and Jinyoung Yeo †
    In NeurIPS, 2024
    arXiv Code