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Duen Horng Chau

Georgia Institute of Technology, GA, USA

19 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

NeurIPS ×4AAAI ×3CHI ×3ICLR ×2IJCAI ×2ACL ×1EMNLP ×1ICML ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Seongmin Lee
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Zijie J. Wang
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Aeree Cho
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Matthew Hull
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Shengyun Peng
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Alec Helbling
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Pratham Darrpan Mehta
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Benjamin Hoover
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Mansi Phute
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Austin P. Wright
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Anisha Pal
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Pratheeksha Nair
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Papers

  1. Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation
    CHI 2026 ·
    Aeree Cho
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  2. ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
    ICML 2025 ·
    Alec Helbling
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  3. Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety
    EMNLP 2025 ·
    Seongmin Lee
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  4. LLM Attributor: Interactive Visual Attribution for LLM Generation
    AAAI 2025 ·
    Seongmin Lee
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  5. RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering
    IJCAI 2025 ·
    Matthew Hull
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  6. Shape it Up! Restoring LLM Safety during Finetuning
    NeurIPS 2025 ·
    Shengyun Peng
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  7. TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models
    AAAI 2025 ·
    Aeree Cho
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  8. ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning in Mobile Augmented Reality
    CHI 2024 ·
    Pratham Darrpan Mehta
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  9. Dense Associative Memory Through the Lens of Random Features
    NeurIPS 2024 ·
    Benjamin Hoover
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  10. Interactive Visual Learning for Stable Diffusion
    IJCAI 2024 ·
    Seongmin Lee
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  11. LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
    ICLR 2024 ·
    Mansi Phute
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  12. MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation
    SIGIR 2024 ·
    Zijie J. Wang
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  13. Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
    NeurIPS 2024 ·
    Shengyun Peng
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  14. Nested Fusion: A Method for Learning High Resolution Latent Structure of Multi-Scale Measurement Data on Mars
    SIGKDD 2024 ·
    Austin P. Wright
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  15. Revamp: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes
    ICLR 2024 ·
    Matthew Hull
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  16. Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors
    NeurIPS 2024 ·
    Anisha Pal
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  17. SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks
    CHI 2024 ·
    Zijie J. Wang
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  18. T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking
    AAAI 2024 ·
    Pratheeksha Nair
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  19. Wordflow: Social Prompt Engineering for Large Language Models
    ACL 2024 ·
    Zijie J. Wang
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