Austin P. Wright

According to our database, Austin P. Wright authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion.

Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Shengyun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng (Polo) Chau

Proceedings of the IEEE Visualization and Visual Analytics, 2024

Nested Fusion: A Method for Learning High Resolution Latent Structure of Multi-Scale Measurement Data on Mars.

Austin P. Wright, Scott Davidoff, Duen Horng Chau

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Interactive Visual Learning for Stable Diffusion.

Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Shengyun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng Chau

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework.

Austin P. Wright, Peter Nemere, Adrian Galvin, Duen Horng Chau, Scott Davidoff

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries.

Haekyu Park, Seongmin Lee, Benjamin Hoover, Austin P. Wright, Omar Shaikh, Rahul Duggal, Nilaksh Das, Kevin Li, Judy Hoffman, Duen Horng Chau

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks.

Haekyu Park, Nilaksh Das, Rahul Duggal, Austin P. Wright, Omar Shaikh, Fred Hohman, Duen Horng (Polo) Chau

IEEE Trans. Vis. Comput. Graph., 2022

NeuroMapper: In-browser Visualizer for Neural Network Training.

Zhiyan Zhou, Kevin Li, Haekyu Park, Megan Dass, Austin P. Wright, Nilaksh Das, Duen Horng Chau

CoRR, 2022

ConceptEvo: Interpreting Concept Evolution in Deep Learning Training.

Haekyu Park, Seongmin Lee, Benjamin Hoover, Austin P. Wright, Omar Shaikh, Rahul Duggal, Nilaksh Das, Judy Hoffman, Duen Horng Chau

CoRR, 2022

2021

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

Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng (Polo) Chau, Diyi Yang

Proc. ACM Hum. Comput. Interact., 2021

Detection of emerging drugs involved in overdose via diachronic word embeddings of substances discussed on social media.

Austin P. Wright, Christopher M. Jones, Duen Horng Chau, R. Matthew Gladden, Steven A. Sumner

J. Biomed. Informatics, 2021

Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes.

Austin P. Wright, Caleb Ziems, Haekyu Park, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang, Maria Tomprou

CoRR, 2021

EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models.

Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

A Comparative Analysis of Industry Human-AI Interaction Guidelines.

Austin P. Wright, Zijie J. Wang, Haekyu Park, Grace Guo, Fabian Sperrle, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Duen Horng Chau

CoRR, 2020

Mapping Researchers with PeopleMap.

Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng Chau

CoRR, 2020

PeopleMap: Visualization Tool for Mapping Out Researchers using Natural Language Processing.

Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng Chau

CoRR, 2020

Comparison of Syntactic and Semantic Representations of Programs in Neural Embeddings.

Austin P. Wright, Herbert Wiklicky

CoRR, 2020

RECAST: Interactive Auditing of Automatic Toxicity Detection Models.

Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Diyi Yang, Duen Horng Chau

Proceedings of the Chinese CHI 2020: The eighth International Workshop of Chinese CHI, 2020

2019

The nuclear network: multiplex network analysis for interconnected systems.

Bethany L. Goldblum, Andrew W. Reddie, Thomas C. Hickey, James E. Bevins, Sarah Laderman, Nathaniel Mahowald, Austin P. Wright, Elie Katzenson, Yara Mubarak

Appl. Netw. Sci., 2019