publications

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

* denotes equal contribution.

2026

  1. ICML Workshop
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    Contrastive Distribution Matching for Amortized Sequential Monte Carlo in Discrete Diffusion
    Jaihoon Kim, Taehoon Yoon, Prin Phunyaphibarn, Seungjun Kim, Morteza Mardani, and Minhyuk Sung
    ICML 2026 Workshop on Structured Probabilistic Inference & Generative Modeling
    Website PDF arXiv Code

2025

  1. NeurIPS, Spotlight
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    Ψ-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models
    Taehoon Yoon*, Yunhong Min*, Kyeongmin Yeo*, and Minhyuk Sung
    NeurIPS 2025, Spotlight (top 3.2%)
    Website PDF arXiv Code
  2. NeurIPS
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    Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing
    Jaihoon Kim*, Taehoon Yoon*, Jisung Hwang*, and Minhyuk Sung
    NeurIPS 2025
    Website PDF arXiv Code

2024

  1. NeurIPS
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    GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
    Phillip Y. Lee*, Taehoon Yoon*, and Minhyuk Sung
    NeurIPS 2024
    Website PDF arXiv Code