PPaperPicks

Kimin Lee

21 papers at tracked venues · 18 at CORE A* · active 2024–2026

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Venues

ICLR ×7AAAI ×3ACL ×3EMNLP ×3CVPR ×2CHI ×1NeurIPS ×1USENIX Security ×1

Frequent coauthors

Jinwoo Shin
×6
June Suk Choi
×5
Juyong Lee
×3
Dongyoon Hahm
×3
Taywon Min
×3
Kyuyoung Kim
×3
W. Bradley Knox
×2
Woogyeol Jin
×2
Jongheon Jeong
×2
Seungwon Shin
×2
Sangwon Jang
×2
Jaehyeong Jo
×2

Papers

  1. MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control
    AAAI 2026 ·
    Juyong Lee
    ,
    Dongyoon Hahm
    ,
    June Suk Choi
    ,
    W. Bradley Knox
    , Kimin Lee
  2. State Your Intention to Steer Your Attention: An AI Assistant for Intentional Digital Living
    CHI 2026 ·
    Juheon Choi
    ,
    Juyong Lee
    ,
    Jian Kim
    ,
    Chanyoung Kim
    ,
    Taywon Min
    ,
    W. Bradley Knox
    ,
    Min Kyung Lee
    , Kimin Lee
  3. Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation
    AAAI 2026 ·
    Dongyoon Hahm
    ,
    Taywon Min
    ,
    Woogyeol Jin
    , Kimin Lee
  4. Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models
    ICLR 2025 ·
    Yongjin Yang
    ,
    Sihyeon Kim
    ,
    Hojung Jung
    ,
    Sangmin Bae
    ,
    SangMook Kim
    ,
    Se-Young Yun
    , Kimin Lee
  5. DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models
    AAAI 2025 ·
    Daewon Chae
    ,
    June Suk Choi
    ,
    Jinkyu Kim
    , Kimin Lee
  6. DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing
    ICLR 2025 ·
    June Suk Choi
    ,
    Kyungmin Lee
    ,
    Jongheon Jeong
    ,
    Saining Xie
    ,
    Jinwoo Shin
    , Kimin Lee
  7. Enhancing LLM Agent Safety via Causal Influence Prompting
    ACL 2025 ·
    Dongyoon Hahm
    ,
    Woogyeol Jin
    ,
    June Suk Choi
    ,
    Sungsoo Ahn
    , Kimin Lee
  8. Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers
    EMNLP 2025 ·
    Eugene Jang
    , Kimin Lee,
    Jin-Woo Chung
    ,
    Keuntae Park
    ,
    Seungwon Shin
  9. Latent Action Pretraining from Videos
    ICLR 2025 ·
    Seonghyeon Ye
    ,
    Joel Jang
    ,
    Byeongguk Jeon
    ,
    Se June Joo
    ,
    Jianwei Yang
    ,
    Baolin Peng
    ,
    Ajay Mandlekar
    ,
    Reuben Tan
    ,
    Yu-Wei Chao
    ,
    Bill Yuchen Lin
    ,
    Lars Liden
    , Kimin Lee,
    Jianfeng Gao
    ,
    Luke Zettlemoyer
    ,
    Dieter Fox
    ,
    Minjoon Seo
  10. Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents
    ICLR 2025 ·
    Dongjun Lee
    ,
    Juyong Lee
    ,
    Kyuyoung Kim
    ,
    Jihoon Tack
    ,
    Jinwoo Shin
    ,
    Yee Whye Teh
    , Kimin Lee
  11. Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models
    CVPR 2025 ·
    Sangwon Jang
    ,
    June Suk Choi
    ,
    Jaehyeong Jo
    , Kimin Lee,
    Sung Ju Hwang
  12. Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment
    ICLR 2025 ·
    Dongyoung Kim
    , Kimin Lee,
    Jinwoo Shin
    ,
    Jaehyung Kim
  13. Subtask-Aware Visual Reward Learning from Segmented Demonstrations
    ICLR 2025 ·
    Changyeon Kim
    ,
    Minho Heo
    ,
    Doohyun Lee
    ,
    Honglak Lee
    ,
    Jinwoo Shin
    ,
    Joseph J. Lim
    , Kimin Lee
  14. Understanding Impact of Human Feedback via Influence Functions
    ACL 2025 ·
    Taywon Min
    ,
    Haeone Lee
    ,
    Yongchan Kwon
    , Kimin Lee
  15. What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs
    ACL 2025 ·
    Sangyeop Kim
    ,
    Yohan Lee
    ,
    Yongwoo Song
    , Kimin Lee
  16. When LLMs Go Online: The Emerging Threat of Web-Enabled LLMs
    USENIX Security 2025 ·
    Hanna Kim
    ,
    Minkyoo Song
    ,
    Seung Ho Na
    ,
    Seungwon Shin
    , Kimin Lee
  17. By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting
    EMNLP 2024 ·
    Hyungjun Yoon
    ,
    Biniyam Aschalew Tolera
    ,
    Taesik Gong
    , Kimin Lee,
    Sung-Ju Lee
  18. Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models
    ICLR 2024 ·
    Kyuyoung Kim
    ,
    Jongheon Jeong
    ,
    Minyong An
    ,
    Mohammad Ghavamzadeh
    ,
    Krishnamurthy Dj Dvijotham
    ,
    Jinwoo Shin
    , Kimin Lee
  19. Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models
    NeurIPS 2024 ·
    Sangwon Jang
    ,
    Jaehyeong Jo
    , Kimin Lee,
    Sung Ju Hwang
  20. Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback
    EMNLP 2024 ·
    Kyuyoung Kim
    ,
    Ah Jeong Seo
    ,
    Hao Liu
    ,
    Jinwoo Shin
    , Kimin Lee
  21. Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences
    CVPR 2024 ·
    Minyoung Hwang
    ,
    Luca Weihs
    ,
    Chanwoo Park
    , Kimin Lee,
    Aniruddha Kembhavi
    ,
    Kiana Ehsani