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Byung-Jun Lee

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

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Venues

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

Frequent coauthors

Woosung Kim
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Sunguk Shin
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Myunsoo Kim
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Dahyun Chung
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Jinwoo Jeon
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Minkyeong Jeon
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Donghyeon Ki
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Jae Hyeon Cho
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Seokin Seo
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Papers

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