PPaperPicks

Byung-Jun Lee

13 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×4ACL ×3AAAI ×2EMNLP ×2CVPR ×1ICML ×1

Frequent coauthors

Hayeong Lee
×4
Myunsoo Kim
×4
Donghyeon Ki
×3
Seong-Woong Shim
×3
Woosung Kim
×3
Jongmin Lee
×3
JunHyeok Oh
×3
Sunguk Shin
×2
JunHo Seo
×2
Jinho Lee
×2
Jinwoo Jeon
×2
Jae Hyeon Cho
×2

Papers

  1. GraphMind: LLMs as Dynamic Knowledge Builders for Sequential Decision-Making
    ACL 2026 ·
    Sunguk Shin
    ,
    Hayeong Lee
    ,
    JunHo Seo
    ,
    Jinho Lee
    ,
    Myunsoo Kim
    ,
    Minsuk Chang
    , Byung-Jun Lee
  2. SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger
    ACL 2026 ·
    Sunguk Shin
    ,
    Fangzhao Wu
    , Byung-Jun Lee,
    Meeyoung Cha
    ,
    Sungwon Park
  3. uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data
    AAAI 2026 ·
    Dahyun Chung
    ,
    Donghyun Shin
    ,
    Yujin Sung
    ,
    Seunggi Moon
    ,
    Jinwoo Jeon
    , Byung-Jun Lee
  4. Adaptive Non-Uniform Timestep Sampling for Accelerating Diffusion Model Training
    CVPR 2025 ·
    Myunsoo Kim
    ,
    Donghyeon Ki
    ,
    Seong-Woong Shim
    , Byung-Jun Lee
  5. FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning
    NeurIPS 2025 ·
    Woosung Kim
    ,
    Jinho Lee
    ,
    Jongmin Lee
    , Byung-Jun Lee
  6. Iterative Prompt Refinement for Safer Text-to-Image Generation
    EMNLP 2025 ·
    Jinwoo Jeon
    ,
    JunHyeok Oh
    ,
    Hayeong Lee
    , Byung-Jun Lee
  7. K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean
    ACL 2025 ·
    Minkyeong Jeon
    ,
    Hyemin Jeong
    ,
    Yerang Kim
    ,
    Jiyoung Kim
    ,
    Jae Hyeon Cho
    , Byung-Jun Lee
  8. NBDI: A Simple and Effective Termination Condition for Skill Extraction from Task-Agnostic Demonstrations
    ICML 2025 ·
    Myunsoo Kim
    ,
    Hayeong Lee
    ,
    Seong-Woong Shim
    ,
    JunHo Seo
    , Byung-Jun Lee
  9. Prior-Guided Diffusion Planning for Offline Reinforcement Learning
    NeurIPS 2025 ·
    Donghyeon Ki
    ,
    JunHyeok Oh
    ,
    Seong-Woong Shim
    , Byung-Jun Lee
  10. Rethinking DPO: The Role of Rejected Responses in Preference Misalignment
    EMNLP 2025 ·
    Jae Hyeon Cho
    ,
    JunHyeok Oh
    ,
    Myunsoo Kim
    , Byung-Jun Lee
  11. Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction
    NeurIPS 2024 ·
    Seokin Seo
    , Byung-Jun Lee,
    Jongmin Lee
    ,
    HyeongJoo Hwang
    ,
    Hongseok Yang
    ,
    Kee-Eung Kim
  12. ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making
    NeurIPS 2024 ·
    Woosung Kim
    ,
    Hayeong Lee
    ,
    Jongmin Lee
    , Byung-Jun Lee
  13. Relaxed Stationary Distribution Correction Estimation for Improved Offline Policy Optimization
    AAAI 2024 ·
    Woosung Kim
    ,
    Donghyeon Ki
    , Byung-Jun Lee