Duen Horng Chau

schoolGeorgia Institute of Technologybar_chart#3358 Global Rank

Total Papers

HCI Rank

#3358

Research Areas

Years Active

Recent Publications

Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation

The Transformer architecture underpins modern large language models powering state-of-the-art text generation and AI applications. However, its complexity makes it difficult for non-experts to learn. Existing resources often lack interactivity, rely on static descriptions of simplified architectures, or fail to reflec…

CHI '23CorrespondingGenerative AI (Text, Image, Music, Video) +3

GAM Coach: Towards Interactive and User-centered Algorithmic Recourse

Machine learning (ML) recourse techniques are increasingly used in high-stakes domains, providing end users with actions to alter ML predictions, but they assume ML developers understand what input variables can be changed. However, a recourse plan's actionability is subjective and unlikely to match developers' expect…

CSCW '215th+ AuthorAntisocial Computing

RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization

With the widespread use of toxic language online, platforms are increasingly using automated systems that leverage advances in natural language processing to automatically flag and remove toxic comments. However, most automated systems---while detecting and moderating toxic language---do not provide feedback to their…

IUI '19CorrespondingInteractive Data Visualization +1

Atlas: Local Graph Exploration in a Global Context

Graphs are everywhere, growing increasingly complex, and still lack scalable, interactive tools to support sensemaking. To address this problem, we present Atlas, an interactive graph exploration system that adapts scalable edge decomposition to enable a new paradigm for large graph exploration, generating explorable…

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