publications

Publications by categories in reversed chronological order

2025

  1. prism.gif
    Fine-Tuning Masked Diffusion for Provable Self-Correction
    Jaeyeon Kim*, Seunggeun Kim*, Taekyun Lee*, David Z Pan, Hyeji Kim, and 2 more authors
    preprint, 2025
    Paper
  2. flexmdm.gif
    Any-Order Flexible Length Masked Diffusion
    Jaeyeon Kim*, Lee Cheuk-Kit*, Carles Domingo-Enrich, Yilun Du, Sham Kakade, and 3 more authors
    preprint, 2025
    Paper Code Website
  3. selective.png
    Selective Underfitting in Diffusion Models
    Kiwhan Song*, Jaeyeon Kim*, Sitan Chen, Yilun Du, Sham Kakade, and 1 more author
    preprint, 2025
    Paper Website
  4. train_worst.png
    Train for the worst, plan for the best: Understanding token ordering in masked diffusions
    Jaeyeon Kim*, Kulin Shah*, Vasilis Kontonis, Sham Kakade, and Sitan Chen
    International Conference of Machine Learning (Outstanding Paper Award), 2025
    Paper
  5. lora.png
    LoRA Training Provably Converges to a Low-Rank Global Minimum or It Fails Loudly (But it Probably Won’t Fail)
    Junsu Kim, Jaeyeon Kim, and Ernest K Ryu
    International Conference of Machine Learning (Oral), 2025
    Paper
  6. dvrf.png
    Delta Velocity Rectified Flow for Text-to-Image Editing
    Gaspard Beaudouin, Minghan Li, Jaeyeon Kim, Sung-Hoon Yoon, and Mengyu Wang
    preprint, 2025
    Paper

2024

  1. Task diversity shortens the icl plateau
    Jaeyeon Kim*, Sehyun Kwon*, Joo Young Choi, Jongho Park, Jaewoong Cho, and 2 more authors
    Transactions on Machine Learning Research, 2024
    Paper
  2. Optimal acceleration for minimax and fixed-point problems is not unique
    Taeho Yoon, Jaeyeon Kim, Jaewook J Suh, and Ernest K Ryu
    International Conference on Machine Learning (Spotlight), 2024
    Paper

2023

  1. Mirror duality in convex optimization
    Jaeyeon Kim, Chanwoo Park, Asuman Ozdaglar, Jelena Diakonikolas, and Ernest K Ryu
    preprint, 2023
    Paper
  2. h_dual.png
    Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value
    Jaeyeon Kim, Asuman Ozdaglar, Chanwoo Park, and Ernest K Ryu
    Neural Information Processing Systems, 2023
    Paper