Duen Horng Chau
- Papers
- 23
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Authored papers
23ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
arXiv 2025
Transformer Explainer: Interactive Learning of Text-Generative Models
arXiv 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
arXiv 2024
Wordflow: Social Prompt Engineering for Large Language Models
arXiv 2024
Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors
arXiv 2024
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings
arXiv 2023
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
arXiv 2023
GAM Coach: Towards Interactive and User-centered Algorithmic Recourse
arXiv 2023
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
arXiv 2023
WebSHAP: Towards Explaining Any Machine Learning Models Anywhere
arXiv 2023
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks
arXiv 2023
RobArch: Designing Robust Architectures against Adversarial Attacks
arXiv 2023
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
arXiv 2022
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values
arXiv 2022
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization
arXiv 2022
GAM Changer: Editing Generalized Additive Models with Interactive Visualization
arXiv 2021
Dodrio: Exploring Transformer Models with Interactive Visualization
ACL 2021 5
A Search Engine for Discovery of Scientific Challenges and Directions
NeurIPS Workshop AI4Scien 2021 12
CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization
arXiv 2020
Evaluating Graph Vulnerability and Robustness using TIGER
arXiv 2020
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning
arXiv 2019
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation
arXiv 2018
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers
arXiv 2018
Affiliations
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