2025
Interactive Debugging and Steering of Multi-Agent AI Systems
Will Epperson,
Gagan Bansal,
Victor Dibia,
Adam Fourney,
Jack Gerrits,
Erkang Zhu,
Saleema Amershi
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation
Best Paper Honorable Mention
InterLink: Linking Text with Code and Output in Computational Notebooks
Yanna Lin,
Leni Yang,
Haotian Li,
Huamin Qu,
Dominik Moritz
Static Algorithm, Evolving Epidemic: Understanding the Potential of Human-AI Risk Assessment to Support Regional Overdose Prevention
Venkat Sivaraman,
Yejun Kwak,
Courtney Kuza,
Qingnan Yang,
Kayleigh Adamson,
Katie Suda,
Lu Tang,
Walid Gellad,
Adam Perer
StructVizor: Interactive Profiling of Semi-Structured Textual Data
Yanwei Huang,
Yan Miao,
Di Weng,
Adam Perer,
Yingcai Wang
Tempo: Helping Data Scientists and Domain Experts Collaboratively Specify Predictive Modeling Tasks
Venkat Sivaraman,
Anika Vaishampayan,
Xiaotong Li,
Brian R Buck,
Ziyong Ma,
Richard D Boyce,
Adam Perer
2024
Optimizing Dataflow Systems for Scalable Interactive Visualization
Junran Yang,
Hyekang Kevin Joo,
Sai Yerramreddy,
Dominik Moritz,
Leilani Battle
SIGMOD
| Santiago, Chile
2024
Exploring The Affordances of Game-Aware Streaming to Support Blind and Low Vision Viewers: A Design Probe Study
Noor Hammad,
Frank Elavsky,
Sanika Moharana,
Jessie Chen,
Seyoung Lee,
Patrick Carrington,
Dominik Moritz,
Jessica Hammer,
Erik Harpstead
The Impact of Imperfect XAI on Human-AI Decision-Making
Katelyn Morrison,
Philipp Spitzer,
Violet Turri,
Michelle Feng,
Niklas Kühl,
Adam Perer
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit
Nur Yildirim,
Susanna Zlotnikov,
Deniz Sayar,
Jeremy Kahn,
Leigh Bukowski,
Sher Shah Amin,
Kathryn Riman,
Billie Davis,
John Minturn,
Andrew King,
Dan Ricketts,
Lu Tang,
Venkat Sivaraman,
Adam Perer,
Sarah Preum,
James McCann,
John Zimmerman
CHI
| Honolulu, HI
2024
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference
Fred Hohman,
Chaoqun Wang,
Jinmook Lee,
Jochen Görtler,
Dominik Moritz,
Jeffrey P Bigham,
Zhile Ren,
Cecile Foret,
Qi Shan,
Xiaoyi Zhang
CHI
| Honolulu, HI
2024
Best Paper Honorable Mention
Transparency in the Wild: Navigating Transparency in a Deployed AI System to Broaden Need-Finding Approaches
Violet Turri,
Katelyn Morrison,
Katie Robinson,
Collin Abidi,
Adam Perer,
Jodi Forlizzi,
Rachel Dzombak
Trust Junk and Evil Knobs: Calibrating Trust in AI Visualization
Emily Wall,
Laura Matzen,
Mennatallah El-Assady,
Peta Masters,
Helia Hosseinpour,
Alex Endert,
Rita Borgo,
Polo Chau,
Adam Perer,
Harald Schupp,
Hendrik Strobelt,
Lace Padilla
Opening the Black Box of 3D Reconstruction Error Analysis with VECTOR
Racquel Fygenson,
Kazi Jawad,
Zongzhan Li,
Francois Ayoub,
Robert G Deen,
Scott Davidoff,
Dominik Moritz,
Mauricio Hess-Flores
2023
Dead or Alive: Continuous Data Profiling for Interactive Data Science
Best Paper Honorable Mention
Designing Data: Proactive Data Collection and Iteration for Machine Learning Using Reflexive Planning, Monitoring, and Density Estimation
Aspen Hopkins,
Fred Hohman,
Luca Zappella,
Xavier Suau Cuadros,
Dominik Moritz
Artificial Intelligence & Human-Computer Interaction Workshop at ICML
| Honolulu, Hawaii
2023
Draco 2: An Extensible Platform to Model Visualization Design
Junran Yang,
Péter Ferenc Gyarmati,
Zehua Zeng,
Dominik Moritz
VIS
| Melbourne
2023
Best Paper Honorable Mention
Average Estimates in Line Graphs are Biased Toward Areas of Higher Variability
Dominik Moritz,
Lace Padilla,
Francis Nguyen,
Steven Franconeri
VIS
| Melbourne
2023
Best Paper Honorable Mention