PPaperPicks

Duen Horng Chau

Georgia Institute of Technology, GA, USA

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

DBLP profile ↗ORCID 0000-0001-9824-3323 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Zijie J. Wang
×8
Seongmin Lee
×7
Alec Helbling
×6
Shengyun Peng
×6
Benjamin Hoover
×5
Mansi Phute
×5
Matthew Hull
×4
Aeree Cho
×3
Grace C. Kim
×3
Alexander Karpekov
×2
Minsuk Kahng
×2
Aishwarya Chakravarthy
×2

Papers

  1. Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation
    CHI 2026 ·
    Aeree Cho
    ,
    Grace C. Kim
    ,
    Alexander Karpekov
    ,
    Seongmin Lee
    ,
    Alec Helbling
    ,
    Benjamin Hoover
    ,
    Zijie J. Wang
    ,
    Minsuk Kahng
    , Duen Horng (Polo) Chau
  2. ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
    ICML 2025 ·
    Alec Helbling
    ,
    Tuna Han Salih Meral
    ,
    Benjamin Hoover
    ,
    Pinar Yanardag
    , Duen Horng Chau
  3. Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety
    EMNLP 2025 ·
    Seongmin Lee
    ,
    Aeree Cho
    ,
    Grace C. Kim
    ,
    Shengyun Peng
    ,
    Mansi Phute
    , Duen Horng Chau
  4. LLM Attributor: Interactive Visual Attribution for LLM Generation
    AAAI 2025 ·
    Seongmin Lee
    ,
    Zijie J. Wang
    ,
    Aishwarya Chakravarthy
    ,
    Alec Helbling
    ,
    Shengyun Peng
    ,
    Mansi Phute
    , Duen Horng (Polo) Chau,
    Minsuk Kahng
  5. RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering
    IJCAI 2025 ·
    Matthew Hull
    ,
    Haoran Wang
    ,
    Matthew Lau
    ,
    Alec Helbling
    ,
    Mansi Phute
    ,
    Chao Zhang
    ,
    Zsolt Kira
    ,
    Willian T. Lunardi
    ,
    Martin Andreoni
    ,
    Wenke Lee
    , Duen Horng Chau
  6. Shape it Up! Restoring LLM Safety during Finetuning
    NeurIPS 2025 ·
    Shengyun Peng
    ,
    Pin-Yu Chen
    ,
    Jianfeng Chi
    ,
    Seongmin Lee
    , Duen Horng Chau
  7. TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models
    AAAI 2025 ·
    Aeree Cho
    ,
    Grace C. Kim
    ,
    Alexander Karpekov
    ,
    Alec Helbling
    ,
    Zijie J. Wang
    ,
    Seongmin Lee
    ,
    Benjamin Hoover
    , Duen Horng (Polo) Chau
  8. ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning in Mobile Augmented Reality
    CHI 2024 ·
    Pratham Darrpan Mehta
    ,
    Harsha Karanth
    ,
    Haoyang Yang
    ,
    Timothy C. Slesnick
    ,
    Fawwaz Shaw
    , Duen Horng Chau
  9. Dense Associative Memory Through the Lens of Random Features
    NeurIPS 2024 ·
    Benjamin Hoover
    , Duen Horng Chau,
    Hendrik Strobelt
    ,
    Parikshit Ram
    ,
    Dmitry Krotov
  10. Interactive Visual Learning for Stable Diffusion
    IJCAI 2024 ·
    Seongmin Lee
    ,
    Benjamin Hoover
    ,
    Hendrik Strobelt
    ,
    Zijie J. Wang
    ,
    Shengyun Peng
    ,
    Austin P. Wright
    ,
    Kevin Li
    ,
    Haekyu Park
    ,
    Haoyang Yang
    , Duen Horng Chau
  11. LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
    ICLR 2024 ·
    Mansi Phute
    ,
    Alec Helbling
    ,
    Matthew Hull
    ,
    Shengyun Peng
    ,
    Sebastian Szyller
    ,
    Cory Cornelius
    , Duen Horng Chau
  12. MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation
    SIGIR 2024 ·
    Zijie J. Wang
    , Duen Horng Chau
  13. Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
    NeurIPS 2024 ·
    Shengyun Peng
    ,
    Pin-Yu Chen
    ,
    Matthew Hull
    , Duen Horng Chau
  14. Nested Fusion: A Method for Learning High Resolution Latent Structure of Multi-Scale Measurement Data on Mars
    SIGKDD 2024 ·
    Austin P. Wright
    ,
    Scott Davidoff
    , Duen Horng Chau
  15. Revamp: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes
    ICLR 2024 ·
    Matthew Hull
    ,
    Zijie J. Wang
    , Duen Horng Chau
  16. Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors
    NeurIPS 2024 ·
    Anisha Pal
    ,
    Julia Kruk
    ,
    Mansi Phute
    ,
    Manognya Bhattaram
    ,
    Diyi Yang
    , Duen Horng Chau,
    Judy Hoffman
  17. SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks
    CHI 2024 ·
    Zijie J. Wang
    ,
    David Munechika
    ,
    Seongmin Lee
    , Duen Horng Chau
  18. T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking
    AAAI 2024 ·
    Pratheeksha Nair
    ,
    Javin Liu
    ,
    Catalina Vajiac
    ,
    Andreas M. Olligschlaeger
    , Duen Horng Chau,
    Mirela T. Cazzolato
    ,
    Cara Jones
    ,
    Christos Faloutsos
    ,
    Reihaneh Rabbany
  19. Wordflow: Social Prompt Engineering for Large Language Models
    ACL 2024 ·
    Zijie J. Wang
    ,
    Aishwarya Chakravarthy
    ,
    David Munechika
    , Duen Horng Chau