publications | Justin D. Weisz

2026

CHI EA

Human-Centered Explainable AI (HCXAI): Re-examining XAI in the Era of Agentic AI

Upol Ehsan, Amal Alabdulkarim, Kenneth Holstein, Min Kyung Lee, Andreas Riener, and Justin D. Weisz

In Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, CHI EA 2026, Barcelona, Spain, April 13-17, 2026, 2026

DOI Bib PDF

@inproceedings{EhsanAHLRW26,
  author = {Ehsan, Upol and Alabdulkarim, Amal and Holstein, Kenneth and Lee, Min Kyung and Riener, Andreas and Weisz, Justin D.},
  title = {Human-Centered Explainable {AI} {(HCXAI):} Re-examining {XAI} in the Era of Agentic {AI}},
  booktitle = {Proceedings of the Extended Abstracts of the 2026 {CHI} Conference on Human Factors in Computing Systems, {CHI} {EA} 2026, Barcelona, Spain, April 13-17, 2026},
  pages = {955:1--955:6},
  publisher = {{ACM}},
  year = {2026},
  url = {https://doi.org/10.1145/3772363.3778728},
  doi = {10.1145/3772363.3778728},
}

FAccT

Overcoming Barriers to AI Disclosure: The Role of Granularity and Sociocultural Enablers in Reducing Perceived Stigmas

Jessica He, Avinash Akella, Hyo Jin Do, and Justin D. Weisz

In Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2026, Montreal, QC, Canada, June 25-28, 2026, 2026

DOI Bib PDF

@inproceedings{HeADW26,
  author = {He, Jessica and Akella, Avinash and Do, Hyo Jin and Weisz, Justin D.},
  title = {Overcoming Barriers to {AI} Disclosure: The Role of Granularity and Sociocultural Enablers in Reducing Perceived Stigmas},
  booktitle = {Proceedings of the 2026 {ACM} Conference on Fairness, Accountability, and Transparency, FAccT 2026, Montreal, QC, Canada, June 25-28, 2026},
  pages = {2117--2143},
  publisher = {{ACM}},
  year = {2026},
  url = {https://doi.org/10.1145/3805689.3806737},
  doi = {10.1145/3805689.3806737},
}

IJCAI

Wavelength.AI: Extending the Collaborative Game Wavelength as a Testbed for Studying Shared Understanding in Human-Agent Collaboration

Katelyn Morrison, Gabriel Enrique Gonzalez, Zahra Ashktorab, Matthew Riemer, Andrew Anderson, Djallel Bouneffouf, and 1 more author

In Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence and the 29th European Conference on Artificial Intelligence, IJCAI/ECAI 2026, Bremen, Germany, 15-21 August 2026, 2026

DOI Bib PDF

@inproceedings{MorrisonGARABW26,
  author = {Morrison, Katelyn and Gonzalez, Gabriel Enrique and Ashktorab, Zahra and Riemer, Matthew and Anderson, Andrew and Bouneffouf, Djallel and Weisz, Justin D.},
  title = {Wavelength.AI: Extending the Collaborative Game Wavelength as a Testbed for Studying Shared Understanding in Human-Agent Collaboration},
  booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence and the 29th European Conference on Artificial Intelligence, {IJCAI/ECAI} 2026, Bremen, Germany, 15-21 August 2026},
  pages = {8466--8470},
  publisher = {ijcai.org},
  year = {2026},
  url = {https://doi.org/10.24963/ijcai.2026/981},
  doi = {10.24963/IJCAI.2026/981},
}

IUI Comp.

AgentCraft: Workshop on Developing Trustworthy Agentic AI Systems

Karthik Dinakar, Justin D. Weisz, Henry Lieberman, and Werner Geyer

In Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, IUI 2026, Paphos, Cyprus, March 23-26, 2026, 2026

DOI Bib PDF

@inproceedings{DinakarWLG26,
  author = {Dinakar, Karthik and Weisz, Justin D. and Lieberman, Henry and Geyer, Werner},
  title = {AgentCraft: Workshop on Developing Trustworthy Agentic {AI} Systems},
  booktitle = {Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, {IUI} 2026, Paphos, Cyprus, March 23-26, 2026},
  pages = {240--242},
  publisher = {{ACM}},
  year = {2026},
  url = {https://doi.org/10.1145/3742414.3794957},
  doi = {10.1145/3742414.3794957},
}

arXiv

AgentSCOPE: Evaluating Contextual Privacy Across Agentic Workflows

Ivoline C. Ngong, Keerthiram Murugesan, Swanand Kadhe, Justin D. Weisz, Amit Dhurandhar, and Karthikeyan Natesan Ramamurthy

CoRR, 2026

arXiv Bib PDF

@article{abs-2603-04902,
  author = {Ngong, Ivoline C. and Murugesan, Keerthiram and Kadhe, Swanand and Weisz, Justin D. and Dhurandhar, Amit and Ramamurthy, Karthikeyan Natesan},
  title = {AgentSCOPE: Evaluating Contextual Privacy Across Agentic Workflows},
  journal = {CoRR},
  volume = {abs/2603.04902},
  year = {2026},
  url = {https://doi.org/10.48550/arXiv.2603.04902},
}

AIES

Can LLM Code Explanations Adapt to Diverse Problem-Solvers’ Needs?

Andrew Anderson, David Piorkowski, Justin D. Weisz, Margaret Burnett, and Kush R. Varshney

In Proceedings of the Ninth AAAI/ACM Conference on AI, Ethics, and Society, AIES 2026, 2026

DOI arXiv Bib PDF

@inproceedings{AndersonPWBV26,
  author = {Anderson, Andrew and Piorkowski, David and Weisz, Justin D. and Burnett, Margaret and Varshney, Kush R.},
  title = {Can {LLM} Code Explanations Adapt to Diverse Problem-Solvers' Needs?},
  booktitle = {Proceedings of the Ninth {AAAI/ACM} Conference on AI, Ethics, and Society, {AIES} 2026},
  volume = {9},
  pages = {192--205},
  publisher = {{AAAI} Press},
  year = {2026},
  url = {https://doi.org/10.1609/aies.v9i1.43133},
  doi = {10.1609/aies.v9i1.43133},
}

2025

ACL

Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents

Ivoline C. Ngong, Swanand Ravindra Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, and 1 more author

In Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025

DOI arXiv Bib PDF

@inproceedings{NgongK0MWDR25,
  author = {Ngong, Ivoline C. and Kadhe, Swanand Ravindra and Wang, Hao and Murugesan, Keerthiram and Weisz, Justin D. and Dhurandhar, Amit and Ramamurthy, Karthikeyan Natesan},
  title = {Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents},
  booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2025, Vienna, Austria, July 27 - August 1, 2025},
  series = {Findings of {ACL}},
  volume = {{ACL} 2025},
  pages = {26196--26220},
  publisher = {Association for Computational Linguistics},
  year = {2025},
  url = {https://doi.org/10.18653/v1/2025.findings-acl.1343},
  doi = {10.18653/V1/2025.FINDINGS-ACL.1343},
}

AIES

Highlight All the Phrases: Enhancing LLM Transparency Through Visual Factuality Indicators

Hyo Jin Do, Rachel Ostrand, Werner Geyer, Keerthiram Murugesan, Dennis Wei, and Justin D. Weisz

In Proceedings of the Eighth AAAI/ACM Conference on AI, Ethics, and Society, AIES 2025, Madrid, Spain, October 20-22, 2025, Main Track I, 2025

DOI arXiv Bib PDF

@inproceedings{DoOGMWW25,
  author = {Do, Hyo Jin and Ostrand, Rachel and Geyer, Werner and Murugesan, Keerthiram and Wei, Dennis and Weisz, Justin D.},
  title = {Highlight All the Phrases: Enhancing {LLM} Transparency Through Visual Factuality Indicators},
  booktitle = {Proceedings of the Eighth {AAAI/ACM} Conference on AI, Ethics, and Society, {AIES} 2025, Madrid, Spain, October 20-22, 2025, Main Track {I}},
  pages = {772--784},
  publisher = {{AAAI} Press},
  year = {2025},
  url = {https://doi.org/10.1609/aies.v8i1.36588},
  doi = {10.1609/AIES.V8I1.36588},
}

CHI

Which Contributions Deserve Credit? Perceptions of Attribution in Human-AI Co-Creation

Jessica He, Stephanie Houde, and Justin D. Weisz

In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, CHI 2025, YokohamaJapan, 26 April 2025- 1 May 2025, 2025

DOI arXiv Bib PDF

@inproceedings{HeHW25,
  author = {He, Jessica and Houde, Stephanie and Weisz, Justin D.},
  title = {Which Contributions Deserve Credit? Perceptions of Attribution in Human-AI Co-Creation},
  booktitle = {Proceedings of the 2025 {CHI} Conference on Human Factors in Computing Systems, {CHI} 2025, YokohamaJapan, 26 April 2025- 1 May 2025},
  pages = {540:1--540:18},
  publisher = {{ACM}},
  year = {2025},
  url = {https://doi.org/10.1145/3706598.3713522},
  doi = {10.1145/3706598.3713522},
}

CHI EA

Examining the Use and Impact of an AI Code Assistant on Developer Productivity and Experience in the Enterprise

Justin D. Weisz, Shraddha Vijay Kumar, Michael J. Muller, Karen-Ellen Browne, Arielle Goldberg, Katrin Ellice Heintze, and 1 more author

In Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, CHI EA 2025, Yokohama, Japan, 26 April 2025- 1 May 2025, 2025

DOI arXiv Bib PDF

@inproceedings{WeiszKMBGHB25,
  author = {Weisz, Justin D. and Kumar, Shraddha Vijay and Muller, Michael J. and Browne, Karen{-}Ellen and Goldberg, Arielle and Heintze, Katrin Ellice and Bajpai, Shagun},
  title = {Examining the Use and Impact of an {AI} Code Assistant on Developer Productivity and Experience in the Enterprise},
  booktitle = {Proceedings of the Extended Abstracts of the {CHI} Conference on Human Factors in Computing Systems, {CHI} {EA} 2025, Yokohama, Japan, 26 April 2025- 1 May 2025},
  pages = {673:1--673:13},
  publisher = {{ACM}},
  year = {2025},
  url = {https://doi.org/10.1145/3706599.3706670},
  doi = {10.1145/3706599.3706670},
}

CHI EA

New Frontiers of Human-centered Explainable AI (HCXAI): Participatory Civic AI, Benchmarking LLMs, XAI Hallucinations, and Responsible AI Audits

Upol Ehsan, Elizabeth Anne Watkins, Philipp Wintersberger, Carina Manger, Nina C. Hubig, Saiph Savage, and 2 more authors

In Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, CHI EA 2025, Yokohama, Japan, 26 April 2025- 1 May 2025, 2025

DOI Bib PDF

@inproceedings{EhsanWWMHSWR25,
  author = {Ehsan, Upol and Watkins, Elizabeth Anne and Wintersberger, Philipp and Manger, Carina and Hubig, Nina C. and Savage, Saiph and Weisz, Justin D. and Riener, Andreas},
  title = {New Frontiers of Human-centered Explainable {AI} {(HCXAI):} Participatory Civic AI, Benchmarking LLMs, {XAI} Hallucinations, and Responsible {AI} Audits},
  booktitle = {Proceedings of the Extended Abstracts of the {CHI} Conference on Human Factors in Computing Systems, {CHI} {EA} 2025, Yokohama, Japan, 26 April 2025- 1 May 2025},
  pages = {793:1--793:6},
  publisher = {{ACM}},
  year = {2025},
  url = {https://doi.org/10.1145/3706599.3706713},
  doi = {10.1145/3706599.3706713},
}

CHIWORK

Exploration and Optimization of Generative Variability in Future Work: A Mixed-Initiative Analysis

Michael J. Muller, Jessica He, and Justin D. Weisz

In Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work, CHIWORK 2025, Amsterdam, Netherlands, June 23-25, 2025, 2025

DOI Bib PDF

@inproceedings{MullerHW25,
  author = {Muller, Michael J. and He, Jessica and Weisz, Justin D.},
  title = {Exploration and Optimization of Generative Variability in Future Work: {A} Mixed-Initiative Analysis},
  booktitle = {Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work, {CHIWORK} 2025, Amsterdam, Netherlands, June 23-25, 2025},
  pages = {26:1--26:13},
  publisher = {{ACM}},
  year = {2025},
  url = {https://doi.org/10.1145/3729176.3729195},
  doi = {10.1145/3729176.3729195},
}

CUI

ToMinHAI at CUI’2025: Theory of Mind in Human-CUI Interaction

Qiaosi Wang, Joel Wester, Marvin Pafla, Minha Lee, Justin D. Weisz, and Mei Si

In Proceedings of the 7th ACM Conference on Conversational User Interfaces, CUI 2025, Waterloo, ON, Canada, July 8-10, 2025, 2025

DOI Bib PDF

@inproceedings{WangWPLWS25,
  author = {Wang, Qiaosi and Wester, Joel and Pafla, Marvin and Lee, Minha and Weisz, Justin D. and Si, Mei},
  title = {ToMinHAI at CUI'2025: Theory of Mind in Human-CUI Interaction},
  booktitle = {Proceedings of the 7th {ACM} Conference on Conversational User Interfaces, {CUI} 2025, Waterloo, ON, Canada, July 8-10, 2025},
  pages = {33:1--33:6},
  publisher = {{ACM}},
  year = {2025},
  url = {https://doi.org/10.1145/3719160.3728627},
  doi = {10.1145/3719160.3728627},
}

ICML

Position: Theory of Mind Benchmarks are Broken for Large Language Models

Matthew Riemer, Zahra Ashktorab, Djallel Bouneffouf, Payel Das, Miao Liu, Justin D. Weisz, and 1 more author

In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025 - Position Paper Track, 2025

arXiv Bib PDF

@inproceedings{RiemerA0D0WC25,
  author = {Riemer, Matthew and Ashktorab, Zahra and Bouneffouf, Djallel and Das, Payel and Liu, Miao and Weisz, Justin D. and Campbell, Murray},
  title = {Position: Theory of Mind Benchmarks are Broken for Large Language Models},
  booktitle = {Forty-second International Conference on Machine Learning, {ICML} 2025, Vancouver, BC, Canada, July 13-19, 2025 - Position Paper Track},
  publisher = {OpenReview.net},
  year = {2025},
  url = {https://proceedings.mlr.press/v267/riemer25a.html},
}

IUI Comp.

HAI-GEN 2025: 6th Workshop on Human-AI Co-Creation with Generative Models

Osnat Mokryn, Orit Shaer, Werner Geyer, Mary Lou Maher, Justin D. Weisz, Daniel Buschek, and 1 more author

In Companion Proceedings of the 30th International Conference on Intelligent User Interfaces, IUI 2025, Cagliari, Italy, March 24-27, 2025, 2025

DOI Bib PDF

@inproceedings{MokrynSGMWBC25,
  author = {Mokryn, Osnat and Shaer, Orit and Geyer, Werner and Maher, Mary Lou and Weisz, Justin D. and Buschek, Daniel and Chilton, Lydia B.},
  title = {{HAI-GEN} 2025: 6th Workshop on Human-AI Co-Creation with Generative Models},
  booktitle = {Companion Proceedings of the 30th International Conference on Intelligent User Interfaces, {IUI} 2025, Cagliari, Italy, March 24-27, 2025},
  pages = {179--182},
  publisher = {{ACM}},
  year = {2025},
  url = {https://doi.org/10.1145/3708557.3716158},
  doi = {10.1145/3708557.3716158},
}

IUI WS

ACE: Moving toward Co-Investigation with the Agentic Code Explorer

Darío Andrés Silva Moran, Kristina Brimijoin, Gabriel Enrique Gonzalez, Stephanie Houde, Michael J. Muller, Michelle Brachman, and 1 more author

In Joint Proceedings of the ACM IUI 2025 Workshops co-located with the 30th Annual ACM Conference on Intelligent User Interfaces (IUI 2025), Cagliari, Italy, March 24th, 2025, 2025

Bib PDF

@inproceedings{MoranBGHMBW25,
  author = {Silva Moran, Darío Andrés and Brimijoin, Kristina and Gonzalez, Gabriel Enrique and Houde, Stephanie and Muller, Michael J. and Brachman, Michelle and Weisz, Justin D.},
  title = {{ACE:} Moving toward Co-Investigation with the Agentic Code Explorer},
  booktitle = {Joint Proceedings of the {ACM} {IUI} 2025 Workshops co-located with the 30th Annual {ACM} Conference on Intelligent User Interfaces {(IUI} 2025), Cagliari, Italy, March 24th, 2025},
  series = {{CEUR} Workshop Proceedings},
  volume = {3957},
  pages = {211--224},
  publisher = {CEUR-WS.org},
  year = {2025},
  url = {https://ceur-ws.org/Vol-3957/HAI-GEN-paper03.pdf},
}

IUI

Controlling AI Agent Participation in Group Conversations: A Human-Centered Approach

Stephanie Houde, Kristina Brimijoin, Michael J. Muller, Steven I. Ross, Darío Andrés Silva Moran, Gabriel Enrique Gonzalez, and 3 more authors

In Proceedings of the 30th International Conference on Intelligent User Interfaces, IUI 2025, Cagliari, Italy, March 24-27, 2025, 2025

DOI arXiv Bib PDF

@inproceedings{HoudeBMRMGKFW25,
  author = {Houde, Stephanie and Brimijoin, Kristina and Muller, Michael J. and Ross, Steven I. and Silva Moran, Darío Andrés and Gonzalez, Gabriel Enrique and Kunde, Siya and Foreman, Morgan A. and Weisz, Justin D.},
  title = {Controlling {AI} Agent Participation in Group Conversations: {A} Human-Centered Approach},
  booktitle = {Proceedings of the 30th International Conference on Intelligent User Interfaces, {IUI} 2025, Cagliari, Italy, March 24-27, 2025},
  pages = {390--408},
  publisher = {{ACM}},
  year = {2025},
  url = {https://doi.org/10.1145/3708359.3712089},
  doi = {10.1145/3708359.3712089},
}

UMAP

Towards Personalized and Contextualized Code Explanations

Michelle Brachman, Arielle Goldberg, Andrew Anderson, Stephanie Houde, Michael J. Muller, and Justin D. Weisz

In Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization, UMAP Adjunct 2025, New York City, NY, USA, June 16-19, 2025, 2025

DOI Bib PDF

@inproceedings{BrachmanG0HMW25,
  author = {Brachman, Michelle and Goldberg, Arielle and Anderson, Andrew and Houde, Stephanie and Muller, Michael J. and Weisz, Justin D.},
  title = {Towards Personalized and Contextualized Code Explanations},
  booktitle = {Adjunct Proceedings of the 33rd {ACM} Conference on User Modeling, Adaptation and Personalization, {UMAP} Adjunct 2025, New York City, NY, USA, June 16-19, 2025},
  pages = {120--125},
  publisher = {{ACM}},
  year = {2025},
  url = {https://doi.org/10.1145/3708319.3733681},
  doi = {10.1145/3708319.3733681},
}

arXiv

Scopes of Alignment

Kush R. Varshney, Zahra Ashktorab, Djallel Bouneffouf, Matthew Riemer, and Justin D. Weisz

CoRR, 2025

arXiv Bib PDF

@article{abs-2501-12405,
  author = {Varshney, Kush R. and Ashktorab, Zahra and Bouneffouf, Djallel and Riemer, Matthew and Weisz, Justin D.},
  title = {Scopes of Alignment},
  journal = {CoRR},
  volume = {abs/2501.12405},
  year = {2025},
  url = {https://doi.org/10.48550/arXiv.2501.12405},
}

arXiv

An LLM’s Attempts to Adapt to Diverse Software Engineers’ Problem-Solving Styles: More Inclusive & Equitable?

Andrew Anderson, David Piorkowski, Margaret Burnett, and Justin D. Weisz

CoRR, 2025

arXiv Bib PDF

@article{abs-2503-11018,
  author = {Anderson, Andrew and Piorkowski, David and Burnett, Margaret and Weisz, Justin D.},
  title = {An LLM's Attempts to Adapt to Diverse Software Engineers' Problem-Solving Styles: More Inclusive {\&} Equitable?},
  journal = {CoRR},
  volume = {abs/2503.11018},
  year = {2025},
  url = {https://doi.org/10.48550/arXiv.2503.11018},
}

arXiv

Story Arena: A Multi-Agent Environment for Envisioning the Future of Software Engineering

Justin D. Weisz, Michael J. Muller, and Kush R. Varshney

CoRR, 2025

arXiv Bib PDF

@article{abs-2511-05410,
  author = {Weisz, Justin D. and Muller, Michael J. and Varshney, Kush R.},
  title = {Story Arena: {A} Multi-Agent Environment for Envisioning the Future of Software Engineering},
  journal = {CoRR},
  volume = {abs/2511.05410},
  year = {2025},
  url = {https://doi.org/10.48550/arXiv.2511.05410},
}

Book

Human-Centered AI Design Principles for Generative AI Applications

Justin D. Weisz, Jessica He, and Michael Muller

In Handbook of Human-Centered Artificial Intelligence, 2025

DOI Bib

@incollection{WeiszHM25handbook,
  author = {Weisz, Justin D. and He, Jessica and Muller, Michael},
  title = {Human-Centered {AI} Design Principles for Generative {AI} Applications},
  booktitle = {Handbook of Human-Centered Artificial Intelligence},
  editor = {Xu, Wei},
  publisher = {Springer, Singapore},
  year = {2025},
  doi = {10.1007/978-981-97-8440-0_74-1},
}

AAAI WS

Establishing the Cooperative Game Wavelength as a Testbed to Explore Mutual Theory of Mind

Katelyn Morrison, Zahra Ashktorab, Djallel Bouneffouf, Gabriel Enrique Gonzalez, and Justin D. Weisz

In Proceedings of the International Workshop on Advancing AI Through Theory of Mind (ToM4AI), held in conjunction with AAAI 2025, Philadelphia, PA, USA, 2025

Bib PDF

@inproceedings{MorrisonABGW25tom4ai,
  author = {Morrison, Katelyn and Ashktorab, Zahra and Bouneffouf, Djallel and Gonzalez, Gabriel Enrique and Weisz, Justin D.},
  title = {Establishing the Cooperative Game Wavelength as a Testbed to Explore Mutual Theory of Mind},
  booktitle = {Proceedings of the International Workshop on Advancing AI Through Theory of Mind (ToM4AI), held in conjunction with AAAI 2025, Philadelphia, PA, USA},
  year = {2025},
}

2024

CHI

Design Principles for Generative AI Applications

Justin D. Weisz, Jessica He, Michael J. Muller, Gabriela Hoefer, Rachel Miles, and Werner Geyer

In Proceedings of the CHI Conference on Human Factors in Computing Systems, CHI 2024, Honolulu, HI, USA, May 11-16, 2024, 2024

DOI arXiv Bib PDF

@inproceedings{WeiszHMHMG24,
  author = {Weisz, Justin D. and He, Jessica and Muller, Michael J. and Hoefer, Gabriela and Miles, Rachel and Geyer, Werner},
  title = {Design Principles for Generative {AI} Applications},
  booktitle = {Proceedings of the {CHI} Conference on Human Factors in Computing Systems, {CHI} 2024, Honolulu, HI, USA, May 11-16, 2024},
  pages = {378:1--378:22},
  publisher = {{ACM}},
  year = {2024},
  url = {https://doi.org/10.1145/3613904.3642466},
  doi = {10.1145/3613904.3642466},
}

CHI EA

Theory of Mind in Human-AI Interaction

Qiaosi Wang, Sarah Walsh, Mei Si, Jeffrey O. Kephart, Justin D. Weisz, and Ashok K. Goel

In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, CHI EA 2024, Honolulu, HI, USA, May 11-16, 2024, 2024

DOI Bib PDF

@inproceedings{WangWSKW024,
  author = {Wang, Qiaosi and Walsh, Sarah and Si, Mei and Kephart, Jeffrey O. and Weisz, Justin D. and Goel, Ashok K.},
  title = {Theory of Mind in Human-AI Interaction},
  booktitle = {Extended Abstracts of the {CHI} Conference on Human Factors in Computing Systems, {CHI} {EA} 2024, Honolulu, HI, USA, May 11-16, 2024},
  pages = {493:1--493:6},
  publisher = {{ACM}},
  year = {2024},
  url = {https://doi.org/10.1145/3613905.3636308},
  doi = {10.1145/3613905.3636308},
}

CHIWORK

Drinking Chai with Your (AI) Programming Partner: Value Tensions in the Tokenization of Future Human-AI Collaborative Work

Michael J. Muller, Justin D. Weisz, Stephanie Houde, and Steven I. Ross

In Proceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work, CHIWORK 2024, Newcastle upon Tyne, United Kingdom, June 25-27, 2024, 2024

DOI Bib PDF

@inproceedings{MullerWHR24,
  author = {Muller, Michael J. and Weisz, Justin D. and Houde, Stephanie and Ross, Steven I.},
  title = {Drinking Chai with Your {(AI)} Programming Partner: Value Tensions in the Tokenization of Future Human-AI Collaborative Work},
  booktitle = {Proceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work, {CHIWORK} 2024, Newcastle upon Tyne, United Kingdom, June 25-27, 2024},
  pages = {7:1--7:15},
  publisher = {{ACM}},
  year = {2024},
  url = {https://doi.org/10.1145/3663384.3663390},
  doi = {10.1145/3663384.3663390},
}

CHIWORK

AI and the Future of Collaborative Work: Group Ideation with an LLM in a Virtual Canvas

Jessica He, Stephanie Houde, Gabriel Enrique Gonzalez, Darío Andrés Silva Moran, Steven I. Ross, Michael J. Muller, and 1 more author

In Proceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work, CHIWORK 2024, Newcastle upon Tyne, United Kingdom, June 25-27, 2024, 2024

Honorable Mention DOI Bib PDF

Best Paper Honorable Mention, CHIWORK 2024.

@inproceedings{HeHGMRMW24,
  author = {He, Jessica and Houde, Stephanie and Gonzalez, Gabriel Enrique and Silva Moran, Darío Andrés and Ross, Steven I. and Muller, Michael J. and Weisz, Justin D.},
  title = {{AI} and the Future of Collaborative Work: Group Ideation with an {LLM} in a Virtual Canvas},
  booktitle = {Proceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work, {CHIWORK} 2024, Newcastle upon Tyne, United Kingdom, June 25-27, 2024},
  pages = {9:1--9:14},
  publisher = {{ACM}},
  year = {2024},
  url = {https://doi.org/10.1145/3663384.3663398},
  doi = {10.1145/3663384.3663398},
}

ICCC

Group Brainstorming with an AI Agent: Creating and Selecting Ideas

Michael J. Muller, Stephanie Houde, Gabriel Enrique Gonzalez, Kristina Brimijoin, Steven I. Ross, Darío Andrés Silva Moran, and 1 more author

In Proceedings of the 15th International Conference on Computational Creativity, ICCC 2024, Jönköping, Sweden, June 17-21, 2024, 2024

Bib PDF

@inproceedings{MullerHGBRMW24,
  author = {Muller, Michael J. and Houde, Stephanie and Gonzalez, Gabriel Enrique and Brimijoin, Kristina and Ross, Steven I. and Silva Moran, Darío Andrés and Weisz, Justin D.},
  title = {Group Brainstorming with an {AI} Agent: Creating and Selecting Ideas},
  booktitle = {Proceedings of the 15th International Conference on Computational Creativity, {ICCC} 2024, J{\"{o}}nk{\"{o}}ping, Sweden, June 17-21, 2024},
  pages = {156--165},
  publisher = {Association for Computational Creativity {(ACC)}},
  year = {2024},
  url = {https://computationalcreativity.net/iccc24/papers/ICCC24\_paper\_18.pdf},
}

IUI Comp.

HAI-GEN 2024: 5th Workshop on Human-AI Co-Creation with Generative Models

Werner Geyer, Mary Lou Maher, Justin D. Weisz, Daniel Buschek, and Lydia B. Chilton

In Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, IUI 2024, Greenville, SC, USA, March 18-21, 2024, 2024

DOI Bib PDF

@inproceedings{GeyerMWBC24,
  author = {Geyer, Werner and Maher, Mary Lou and Weisz, Justin D. and Buschek, Daniel and Chilton, Lydia B.},
  title = {{HAI-GEN} 2024: 5th Workshop on Human-AI Co-Creation with Generative Models},
  booktitle = {Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, {IUI} 2024, Greenville, SC, USA, March 18-21, 2024},
  pages = {122--124},
  publisher = {{ACM}},
  year = {2024},
  url = {https://doi.org/10.1145/3640544.3645254},
  doi = {10.1145/3640544.3645254},
}

IUI WS

Collaborative Canvas: A Tool for Exploring LLM Use in Group Ideation Tasks

Gabriel Enrique Gonzalez, Darío Andrés Silva Moran, Stephanie Houde, Jessica He, Steven I. Ross, Michael J. Muller, and 2 more authors

In Joint Proceedings of the ACM IUI 2024 Workshops co-located with the 29th Annual ACM Conference on Intelligent User Interfaces (IUI 2024), Greenville, South Carolina, USA, March 18, 2024, 2024

Bib PDF

@inproceedings{GonzalezMHHRMKW24,
  author = {Gonzalez, Gabriel Enrique and Silva Moran, Darío Andrés and Houde, Stephanie and He, Jessica and Ross, Steven I. and Muller, Michael J. and Kunde, Siya and Weisz, Justin D.},
  title = {Collaborative Canvas: {A} Tool for Exploring {LLM} Use in Group Ideation Tasks},
  booktitle = {Joint Proceedings of the {ACM} {IUI} 2024 Workshops co-located with the 29th Annual {ACM} Conference on Intelligent User Interfaces {(IUI} 2024), Greenville, South Carolina, USA, March 18, 2024},
  series = {{CEUR} Workshop Proceedings},
  volume = {3660},
  publisher = {CEUR-WS.org},
  year = {2024},
  url = {https://ceur-ws.org/Vol-3660/paper4.pdf},
}

arXiv

Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions

Hyo Jin Do, Rachel Ostrand, Justin D. Weisz, Casey Dugan, Prasanna Sattigeri, Dennis Wei, and 2 more authors

CoRR, 2024

arXiv Bib PDF

@article{abs-2405-20434,
  author = {Do, Hyo Jin and Ostrand, Rachel and Weisz, Justin D. and Dugan, Casey and Sattigeri, Prasanna and Wei, Dennis and Murugesan, Keerthiram and Geyer, Werner},
  title = {Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions},
  journal = {CoRR},
  volume = {abs/2405.20434},
  year = {2024},
  url = {https://doi.org/10.48550/arXiv.2405.20434},
}

arXiv

Expedient Assistance and Consequential Misunderstanding: Envisioning an Operationalized Mutual Theory of Mind

Justin D. Weisz, Michael J. Muller, Arielle Goldberg, and Darío Andrés Silva Moran

CoRR, 2024

arXiv Bib PDF

@article{abs-2406-11946,
  author = {Weisz, Justin D. and Muller, Michael J. and Goldberg, Arielle and Silva Moran, Darío Andrés},
  title = {Expedient Assistance and Consequential Misunderstanding: Envisioning an Operationalized Mutual Theory of Mind},
  journal = {CoRR},
  volume = {abs/2406.11946},
  year = {2024},
  url = {https://doi.org/10.48550/arXiv.2406.11946},
}

2023

CHI EA

Human-Centered Explainable AI (HCXAI): Coming of Age

Upol Ehsan, Philipp Wintersberger, Elizabeth Anne Watkins, Carina Manger, Gonzalo A. Ramos, Justin D. Weisz, and 3 more authors

In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, CHI EA 2023, Hamburg, Germany, April 23-28, 2023, 2023

DOI Bib PDF

@inproceedings{EhsanWWMRWDRR23,
  author = {Ehsan, Upol and Wintersberger, Philipp and Watkins, Elizabeth Anne and Manger, Carina and Ramos, Gonzalo A. and Weisz, Justin D. and III, Hal Daum{\'{e}} and Riener, Andreas and Riedl, Mark O.},
  title = {Human-Centered Explainable {AI} {(HCXAI):} Coming of Age},
  booktitle = {Extended Abstracts of the 2023 {CHI} Conference on Human Factors in Computing Systems, {CHI} {EA} 2023, Hamburg, Germany, April 23-28, 2023},
  pages = {353:1--353:7},
  publisher = {{ACM}},
  year = {2023},
  url = {https://doi.org/10.1145/3544549.3573832},
  doi = {10.1145/3544549.3573832},
}

CHI

Understanding How Task Dimensions Impact Automation Preferences with a Conversational Task Assistant

Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, and Justin D. Weisz

In Proceedings of the Workshop on Intervening, Teaming, Delegating co-located with the ACM Conference on Human Factors in Computing Systems (CHI 2023), Hamburg, Germany, April 23, 2023, 2023

Bib PDF

@inproceedings{HePMBHW23,
  author = {He, Jessica and Piorkowski, David and Muller, Michael J. and Brimijoin, Kristina and Houde, Stephanie and Weisz, Justin D.},
  title = {Understanding How Task Dimensions Impact Automation Preferences with a Conversational Task Assistant},
  booktitle = {Proceedings of the Workshop on Intervening, Teaming, Delegating co-located with the {ACM} Conference on Human Factors in Computing Systems {(CHI} 2023), Hamburg, Germany, April 23, 2023},
  series = {{CEUR} Workshop Proceedings},
  volume = {3394},
  publisher = {CEUR-WS.org},
  year = {2023},
  url = {https://ceur-ws.org/Vol-3394/short11.pdf},
}

CHIWORK

Rebalancing Worker Initiative and AI Initiative in Future Work: Four Task Dimensions

Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, and Justin D. Weisz

In Proceedings of the 2nd Annual Meeting of the Symposium on Human-Computer Interaction for Work, CHIWORK 2023, Oldenburg, Germany, June 13-16, 2023, 2023

DOI Bib PDF

@inproceedings{HePMBHW23b,
  author = {He, Jessica and Piorkowski, David and Muller, Michael J. and Brimijoin, Kristina and Houde, Stephanie and Weisz, Justin D.},
  title = {Rebalancing Worker Initiative and {AI} Initiative in Future Work: Four Task Dimensions},
  booktitle = {Proceedings of the 2nd Annual Meeting of the Symposium on Human-Computer Interaction for Work, {CHIWORK} 2023, Oldenburg, Germany, June 13-16, 2023},
  pages = {3:1--3:16},
  publisher = {{ACM}},
  year = {2023},
  url = {https://doi.org/10.1145/3596671.3598572},
  doi = {10.1145/3596671.3598572},
}

ICCC

Interactional Co-Creativity of Human and AI in Analogy-Based Design

Michael J. Muller, Heloisa Candello, and Justin D. Weisz

In Proceedings of the 14th International Conference on Computational Creativity, ICCC 2023, Ontario, Canada, June 19-23, 2023, 2023

Bib PDF

@inproceedings{MullerCW23,
  author = {Muller, Michael J. and Candello, Heloisa and Weisz, Justin D.},
  title = {Interactional Co-Creativity of Human and {AI} in Analogy-Based Design},
  booktitle = {Proceedings of the 14th International Conference on Computational Creativity, {ICCC} 2023, Ontario, Canada, June 19-23, 2023},
  pages = {112--116},
  publisher = {Association for Computational Creativity {(ACC)}},
  year = {2023},
  url = {https://computationalcreativity.net/iccc23/papers/ICCC-2023\_paper\_106.pdf},
}

IUI Comp.

The Programmer’s Assistant User Experience

Steven I. Ross, Stephanie Houde, Fernando Martinez, Michael J. Muller, and Justin D. Weisz

In Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, IUI 2023, Sydney, NSW, Australia, March 27-31, 2023, 2023

Best Demo HM DOI Bib PDF

Best Demo Honorable Mention, IUI 2023.

@inproceedings{RossHMMW23,
  author = {Ross, Steven I. and Houde, Stephanie and Martinez, Fernando and Muller, Michael J. and Weisz, Justin D.},
  title = {The Programmer's Assistant User Experience},
  booktitle = {Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, {IUI} 2023, Sydney, NSW, Australia, March 27-31, 2023},
  pages = {102--104},
  publisher = {{ACM}},
  year = {2023},
  url = {https://doi.org/10.1145/3581754.3584143},
  doi = {10.1145/3581754.3584143},
}

IUI WS

A Case Study in Engineering a Conversational Programming Assistant’s Persona

Steven I. Ross, Michael J. Muller, Fernando Martinez, Stephanie Houde, and Justin D. Weisz

In Joint Proceedings of the IUI 2023 Workshops: HAI-GEN, ITAH, MILC, SHAI, SketchRec, SOCIALIZE co-located with the ACM International Conference on Intelligent User Interfaces (IUI 2023), Sydney, Australia, March 27-31, 2023, 2023

arXiv Bib PDF

@inproceedings{RossMMHW23,
  author = {Ross, Steven I. and Muller, Michael J. and Martinez, Fernando and Houde, Stephanie and Weisz, Justin D.},
  title = {A Case Study in Engineering a Conversational Programming Assistant's Persona},
  booktitle = {Joint Proceedings of the {IUI} 2023 Workshops: HAI-GEN, ITAH, MILC, SHAI, SketchRec, {SOCIALIZE} co-located with the {ACM} International Conference on Intelligent User Interfaces {(IUI} 2023), Sydney, Australia, March 27-31, 2023},
  series = {{CEUR} Workshop Proceedings},
  volume = {3359},
  pages = {121--129},
  publisher = {CEUR-WS.org},
  year = {2023},
  url = {https://ceur-ws.org/Vol-3359/paper13.pdf},
}

IUI WS

Toward General Design Principles for Generative AI Applications

Justin D. Weisz, Michael J. Muller, Jessica He, and Stephanie Houde

arXiv Bib PDF

@inproceedings{WeiszMHH23,
  author = {Weisz, Justin D. and Muller, Michael J. and He, Jessica and Houde, Stephanie},
  title = {Toward General Design Principles for Generative {AI} Applications},
  booktitle = {Joint Proceedings of the {IUI} 2023 Workshops: HAI-GEN, ITAH, MILC, SHAI, SketchRec, {SOCIALIZE} co-located with the {ACM} International Conference on Intelligent User Interfaces {(IUI} 2023), Sydney, Australia, March 27-31, 2023},
  series = {{CEUR} Workshop Proceedings},
  volume = {3359},
  pages = {130--144},
  publisher = {CEUR-WS.org},
  year = {2023},
  url = {https://ceur-ws.org/Vol-3359/paper14.pdf},
}

IUI Comp.

HAI-GEN 2023: 4th Workshop on Human-AI Co-Creation with Generative Models

Mary Lou Maher, Justin D. Weisz, Lydia B. Chilton, Werner Geyer, and Hendrik Strobelt

In Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, IUI 2023, Sydney, NSW, Australia, March 27-31, 2023, 2023

DOI Bib PDF

@inproceedings{MaherWCGS23,
  author = {Maher, Mary Lou and Weisz, Justin D. and Chilton, Lydia B. and Geyer, Werner and Strobelt, Hendrik},
  title = {{HAI-GEN} 2023: 4th Workshop on Human-AI Co-Creation with Generative Models},
  booktitle = {Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, {IUI} 2023, Sydney, NSW, Australia, March 27-31, 2023},
  pages = {190--192},
  publisher = {{ACM}},
  year = {2023},
  url = {https://doi.org/10.1145/3581754.3584166},
  doi = {10.1145/3581754.3584166},
}

IUI

The Programmer’s Assistant: Conversational Interaction with a Large Language Model for Software Development

Steven I. Ross, Fernando Martinez, Stephanie Houde, Michael J. Muller, and Justin D. Weisz

In Proceedings of the 28th International Conference on Intelligent User Interfaces, IUI 2023, Sydney, NSW, Australia, March 27-31, 2023, 2023

DOI arXiv Bib PDF

@inproceedings{RossMHMW23,
  author = {Ross, Steven I. and Martinez, Fernando and Houde, Stephanie and Muller, Michael J. and Weisz, Justin D.},
  title = {The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development},
  booktitle = {Proceedings of the 28th International Conference on Intelligent User Interfaces, {IUI} 2023, Sydney, NSW, Australia, March 27-31, 2023},
  pages = {491--514},
  publisher = {{ACM}},
  year = {2023},
  url = {https://doi.org/10.1145/3581641.3584037},
  doi = {10.1145/3581641.3584037},
}

2022

TOCHI

Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks

April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael J. Muller, Soya Park, Justin D. Weisz, and 3 more authors

ACM Trans. Comput. Hum. Interact., 2022

DOI arXiv Bib PDF

@article{WangWDMPWLWD22,
  author = {Wang, April Yi and Wang, Dakuo and Drozdal, Jaimie and Muller, Michael J. and Park, Soya and Weisz, Justin D. and Liu, Xuye and Wu, Lingfei and Dugan, Casey},
  title = {Documentation Matters: Human-Centered {AI} System to Assist Data Science Code Documentation in Computational Notebooks},
  journal = {{ACM} Trans. Comput. Hum. Interact.},
  volume = {29},
  number = {2},
  pages = {17:1--17:33},
  year = {2022},
  url = {https://doi.org/10.1145/3489465},
  doi = {10.1145/3489465},
}

CHIWORK

Extending a Human-AI Collaboration Framework with Dynamism and Sociality

Michael J. Muller and Justin D. Weisz

In CHIWORK 2022: Symposium on Human-Computer Interaction for Work, Durham, NH, USA, June 8 - 9, 2022, 2022

DOI Bib PDF

@inproceedings{MullerW22,
  author = {Muller, Michael J. and Weisz, Justin D.},
  title = {Extending a Human-AI Collaboration Framework with Dynamism and Sociality},
  booktitle = {{CHIWORK} 2022: Symposium on Human-Computer Interaction for Work, Durham, NH, USA, June 8 - 9, 2022},
  pages = {10:1--10:12},
  publisher = {{ACM}},
  year = {2022},
  url = {https://doi.org/10.1145/3533406.3533407},
  doi = {10.1145/3533406.3533407},
}

IUI Comp.

HAI-GEN 2022: 3rd Workshop on Human-AI Co-Creation with Generative Models

Justin D. Weisz, Mary Lou Maher, Hendrik Strobelt, Lydia B. Chilton, David Bau, and Werner Geyer

In IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022 - Companion Volume, 2022

DOI Bib PDF

@inproceedings{WeiszMSCBG22,
  author = {Weisz, Justin D. and Maher, Mary Lou and Strobelt, Hendrik and Chilton, Lydia B. and Bau, David and Geyer, Werner},
  title = {{HAI-GEN} 2022: 3rd Workshop on Human-AI Co-Creation with Generative Models},
  booktitle = {{IUI} 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022 - Companion Volume},
  pages = {4--6},
  publisher = {{ACM}},
  year = {2022},
  url = {https://doi.org/10.1145/3490100.3511166},
  doi = {10.1145/3490100.3511166},
}

IUI WS

Opportunities for Generative AI in UX Modernization

Stephanie Houde, Steven I. Ross, Michael J. Muller, Mayank Agarwal, Fernando Martinez, John T. Richards, and 2 more authors

In Joint Proceedings of the IUI 2022 Workshops: APEx-UI, HAI-GEN, HEALTHI, HUMANIZE, TExSS, SOCIALIZE co-located with the ACM International Conference on Intelligent User Interfaces (IUI 2022), Virtual Event, Helsinki, Finland, March 21-22, 2022, 2022

Bib PDF

@inproceedings{HoudeRMAMRTW22,
  author = {Houde, Stephanie and Ross, Steven I. and Muller, Michael J. and Agarwal, Mayank and Martinez, Fernando and Richards, John T. and Talamadupula, Kartik and Weisz, Justin D.},
  title = {Opportunities for Generative {AI} in {UX} Modernization},
  booktitle = {Joint Proceedings of the {IUI} 2022 Workshops: APEx-UI, HAI-GEN, HEALTHI, HUMANIZE, TExSS, {SOCIALIZE} co-located with the {ACM} International Conference on Intelligent User Interfaces {(IUI} 2022), Virtual Event, Helsinki, Finland, March 21-22, 2022},
  series = {{CEUR} Workshop Proceedings},
  volume = {3124},
  pages = {81--91},
  publisher = {CEUR-WS.org},
  year = {2022},
  url = {https://ceur-ws.org/Vol-3124/paper8.pdf},
}

IUI WS

Drinking Chai with Your (AI) Programming Partner: A Design Fiction about Generative AI for Software Engineering

Michael J. Muller, Steven I. Ross, Stephanie Houde, Mayank Agarwal, Fernando Martinez, John T. Richards, and 2 more authors

Bib PDF

@inproceedings{MullerRHAMRTW22,
  author = {Muller, Michael J. and Ross, Steven I. and Houde, Stephanie and Agarwal, Mayank and Martinez, Fernando and Richards, John T. and Talamadupula, Kartik and Weisz, Justin D.},
  title = {Drinking Chai with Your {(AI)} Programming Partner: {A} Design Fiction about Generative {AI} for Software Engineering},
  booktitle = {Joint Proceedings of the {IUI} 2022 Workshops: APEx-UI, HAI-GEN, HEALTHI, HUMANIZE, TExSS, {SOCIALIZE} co-located with the {ACM} International Conference on Intelligent User Interfaces {(IUI} 2022), Virtual Event, Helsinki, Finland, March 21-22, 2022},
  series = {{CEUR} Workshop Proceedings},
  volume = {3124},
  pages = {107--122},
  publisher = {CEUR-WS.org},
  year = {2022},
  url = {https://ceur-ws.org/Vol-3124/paper11.pdf},
}

IUI

Investigating Explainability of Generative AI for Code through Scenario-based Design

Jiao Sun, Q. Vera Liao, Michael J. Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, and 1 more author

In IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

DOI arXiv Bib PDF

@inproceedings{SunLMAHTW22,
  author = {Sun, Jiao and Liao, Q. Vera and Muller, Michael J. and Agarwal, Mayank and Houde, Stephanie and Talamadupula, Kartik and Weisz, Justin D.},
  title = {Investigating Explainability of Generative {AI} for Code through Scenario-based Design},
  booktitle = {{IUI} 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022},
  pages = {212--228},
  publisher = {{ACM}},
  year = {2022},
  url = {https://doi.org/10.1145/3490099.3511119},
  doi = {10.1145/3490099.3511119},
}

IUI

Better Together? An Evaluation of AI-Supported Code Translation

Justin D. Weisz, Michael J. Muller, Steven I. Ross, Fernando Martinez, Stephanie Houde, Mayank Agarwal, and 2 more authors

In IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

Honorable Mention DOI arXiv Bib PDF

IBM Pat Goldberg Memorial Best Paper Honorable Mention, 2022.

@inproceedings{WeiszMRMHATR22,
  author = {Weisz, Justin D. and Muller, Michael J. and Ross, Steven I. and Martinez, Fernando and Houde, Stephanie and Agarwal, Mayank and Talamadupula, Kartik and Richards, John T.},
  title = {Better Together? An Evaluation of AI-Supported Code Translation},
  booktitle = {{IUI} 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022},
  pages = {369--391},
  publisher = {{ACM}},
  year = {2022},
  url = {https://doi.org/10.1145/3490099.3511157},
  doi = {10.1145/3490099.3511157},
}

2021

CHI

AutoDS: Towards Human-Centered Automation of Data Science

Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, and Casey Dugan

In CHI ’21: CHI Conference on Human Factors in Computing Systems, Virtual Event / Yokohama, Japan, May 8-13, 2021, 2021

DOI arXiv Bib PDF

@inproceedings{WangAWOD21,
  author = {Wang, Dakuo and Andres, Josh and Weisz, Justin D. and Oduor, Erick and Dugan, Casey},
  title = {AutoDS: Towards Human-Centered Automation of Data Science},
  booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems, Virtual Event / Yokohama, Japan, May 8-13, 2021},
  pages = {79:1--79:12},
  publisher = {{ACM}},
  year = {2021},
  url = {https://doi.org/10.1145/3411764.3445526},
  doi = {10.1145/3411764.3445526},
}

CHI

Expanding Explainability: Towards Social Transparency in AI systems

Upol Ehsan, Q. Vera Liao, Michael J. Muller, Mark O. Riedl, and Justin D. Weisz

In CHI ’21: CHI Conference on Human Factors in Computing Systems, Virtual Event / Yokohama, Japan, May 8-13, 2021, 2021

Honorable Mention DOI arXiv Bib PDF

Best Paper Honorable Mention, CHI 2021.

@inproceedings{EhsanLMRW21,
  author = {Ehsan, Upol and Liao, Q. Vera and Muller, Michael J. and Riedl, Mark O. and Weisz, Justin D.},
  title = {Expanding Explainability: Towards Social Transparency in {AI} systems},
  booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems, Virtual Event / Yokohama, Japan, May 8-13, 2021},
  pages = {82:1--82:19},
  publisher = {{ACM}},
  year = {2021},
  url = {https://doi.org/10.1145/3411764.3445188},
  doi = {10.1145/3411764.3445188},
}

IUI Comp.

HAI-GEN 2021: 2nd Workshop on Human-AI Co-Creation with Generative Models

Werner Geyer, Lydia B. Chilton, Justin D. Weisz, and Mary Lou Maher

In IUI ’21: 26th International Conference on Intelligent User Interfaces, College Station, TX, USA, April 13-17, 2021, Companion, 2021

DOI Bib PDF

@inproceedings{GeyerCWM21,
  author = {Geyer, Werner and Chilton, Lydia B. and Weisz, Justin D. and Maher, Mary Lou},
  title = {{HAI-GEN} 2021: 2nd Workshop on Human-AI Co-Creation with Generative Models},
  booktitle = {{IUI} '21: 26th International Conference on Intelligent User Interfaces, College Station, TX, USA, April 13-17, 2021, Companion},
  pages = {15--17},
  publisher = {{ACM}},
  year = {2021},
  url = {https://doi.org/10.1145/3397482.3450707},
  doi = {10.1145/3397482.3450707},
}

IUI WS

How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks

Michael J. Muller, April Yi Wang, Steven I. Ross, Justin D. Weisz, Mayank Agarwal, Kartik Talamadupula, and 7 more authors

In Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), College Station, United States, April 13-17, 2021, 2021

Bib PDF

@inproceedings{MullerWRWATHMRD21,
  author = {Muller, Michael J. and Wang, April Yi and Ross, Steven I. and Weisz, Justin D. and Agarwal, Mayank and Talamadupula, Kartik and Houde, Stephanie and Martinez, Fernando and Richards, John T. and Drozdal, Jaimie and Liu, Xuye and Piorkowski, David and Wang, Dakuo},
  title = {How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks},
  booktitle = {Joint Proceedings of the {ACM} {IUI} 2021 Workshops co-located with 26th {ACM} Conference on Intelligent User Interfaces {(ACM} {IUI} 2021), College Station, United States, April 13-17, 2021},
  series = {{CEUR} Workshop Proceedings},
  volume = {2903},
  publisher = {CEUR-WS.org},
  year = {2021},
  url = {https://ceur-ws.org/Vol-2903/IUI21WS-HAIGEN-10.pdf},
}

IUI

Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML

Shweta Narkar, Yunfeng Zhang, Q. Vera Liao, Dakuo Wang, and Justin D. Weisz

In IUI ’21: 26th International Conference on Intelligent User Interfaces, College Station, TX, USA, April 13-17, 2021, 2021

DOI arXiv Bib PDF

@inproceedings{NarkarZLWW21,
  author = {Narkar, Shweta and Zhang, Yunfeng and Liao, Q. Vera and Wang, Dakuo and Weisz, Justin D.},
  title = {Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML},
  booktitle = {{IUI} '21: 26th International Conference on Intelligent User Interfaces, College Station, TX, USA, April 13-17, 2021},
  pages = {170--174},
  publisher = {{ACM}},
  year = {2021},
  url = {https://doi.org/10.1145/3397481.3450658},
  doi = {10.1145/3397481.3450658},
}

IUI

Perfection Not Required? Human-AI Partnerships in Code Translation

Justin D. Weisz, Michael J. Muller, Stephanie Houde, John T. Richards, Steven I. Ross, Fernando Martinez, and 2 more authors

In IUI ’21: 26th International Conference on Intelligent User Interfaces, College Station, TX, USA, April 13-17, 2021, 2021

DOI arXiv Bib PDF

@inproceedings{WeiszMHRRMAT21,
  author = {Weisz, Justin D. and Muller, Michael J. and Houde, Stephanie and Richards, John T. and Ross, Steven I. and Martinez, Fernando and Agarwal, Mayank and Talamadupula, Kartik},
  title = {Perfection Not Required? Human-AI Partnerships in Code Translation},
  booktitle = {{IUI} '21: 26th International Conference on Intelligent User Interfaces, College Station, TX, USA, April 13-17, 2021},
  pages = {402--412},
  publisher = {{ACM}},
  year = {2021},
  url = {https://doi.org/10.1145/3397481.3450656},
  doi = {10.1145/3397481.3450656},
}

arXiv

Using Document Similarity Methods to create Parallel Datasets for Code Translation

Mayank Agarwal, Kartik Talamadupula, Fernando Martinez, Stephanie Houde, Michael J. Muller, John T. Richards, and 2 more authors

CoRR, 2021

arXiv Bib PDF

@article{abs-2110-05423,
  author = {Agarwal, Mayank and Talamadupula, Kartik and Martinez, Fernando and Houde, Stephanie and Muller, Michael J. and Richards, John T. and Ross, Steven I. and Weisz, Justin D.},
  title = {Using Document Similarity Methods to create Parallel Datasets for Code Translation},
  journal = {CoRR},
  volume = {abs/2110.05423},
  year = {2021},
  url = {https://doi.org/10.48550/arXiv.2110.05423},
}

2020

IUI Comp.

AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop

Dakuo Wang, Parikshit Ram, Daniel Karl I. Weidele, Sijia Liu, Michael J. Muller, Justin D. Weisz, and 5 more authors

In IUI ’20: 25th International Conference on Intelligent User Interfaces, Cagliari, Italy, March 17-20, 2020, Companion, 2020

DOI Bib PDF

@inproceedings{WangRW0MWVCTSA20,
  author = {Wang, Dakuo and Ram, Parikshit and Weidele, Daniel Karl I. and Liu, Sijia and Muller, Michael J. and Weisz, Justin D. and Valente, Abel N. and Chaudhary, Arunima and Torres, Dustin Ramsey and Samulowitz, Horst and Amini, Lisa},
  title = {AutoAI: Automating the End-to-End {AI} Lifecycle with Humans-in-the-Loop},
  booktitle = {{IUI} '20: 25th International Conference on Intelligent User Interfaces, Cagliari, Italy, March 17-20, 2020, Companion},
  pages = {77--78},
  publisher = {{ACM}},
  year = {2020},
  url = {https://doi.org/10.1145/3379336.3381474},
  doi = {10.1145/3379336.3381474},
}

IUI

Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems

Jaimie Drozdal, Justin D. Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, and 3 more authors

In IUI ’20: 25th International Conference on Intelligent User Interfaces, Cagliari, Italy, March 17-20, 2020, 2020

DOI arXiv Bib PDF

@inproceedings{DrozdalWWDYZMJS20,
  author = {Drozdal, Jaimie and Weisz, Justin D. and Wang, Dakuo and Dass, Gaurav and Yao, Bingsheng and Zhao, Changruo and Muller, Michael J. and Ju, Lin and Su, Hui},
  title = {Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems},
  booktitle = {{IUI} '20: 25th International Conference on Intelligent User Interfaces, Cagliari, Italy, March 17-20, 2020},
  pages = {297--307},
  publisher = {{ACM}},
  year = {2020},
  url = {https://doi.org/10.1145/3377325.3377501},
  doi = {10.1145/3377325.3377501},
}

IUI WS

Business (mis)Use Cases of Generative AI

Stephanie Houde, Vera Liao, Jacquelyn Martino, Michael J. Muller, David Piorkowski, John T. Richards, and 2 more authors

In Joint Proceedings of the Workshops on Human-AI Co-Creation with Generative Models and User-Aware Conversational Agents co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), Cagliari, Italy, March 17, 2020, 2020

arXiv Bib PDF

@inproceedings{HoudeLMMPRWZ20,
  author = {Houde, Stephanie and Liao, Vera and Martino, Jacquelyn and Muller, Michael J. and Piorkowski, David and Richards, John T. and Weisz, Justin D. and Zhang, Yunfeng},
  title = {Business (mis)Use Cases of Generative {AI}},
  booktitle = {Joint Proceedings of the Workshops on Human-AI Co-Creation with Generative Models and User-Aware Conversational Agents co-located with 25th International Conference on Intelligent User Interfaces {(IUI} 2020), Cagliari, Italy, March 17, 2020},
  series = {{CEUR} Workshop Proceedings},
  volume = {2848},
  publisher = {CEUR-WS.org},
  year = {2020},
  url = {https://ceur-ws.org/Vol-2848/HAI-GEN-Paper-5.pdf},
}

IUI

AutoAIViz: opening the blackbox of automated artificial intelligence with conditional parallel coordinates

Daniel Karl I. Weidele, Justin D. Weisz, Erick Oduor, Michael J. Muller, Josh Andres, Alexander G. Gray, and 1 more author

In IUI ’20: 25th International Conference on Intelligent User Interfaces, Cagliari, Italy, March 17-20, 2020, 2020

DOI arXiv Bib PDF

@inproceedings{WeideleWOMAGW20,
  author = {Weidele, Daniel Karl I. and Weisz, Justin D. and Oduor, Erick and Muller, Michael J. and Andres, Josh and Gray, Alexander G. and Wang, Dakuo},
  title = {AutoAIViz: opening the blackbox of automated artificial intelligence with conditional parallel coordinates},
  booktitle = {{IUI} '20: 25th International Conference on Intelligent User Interfaces, Cagliari, Italy, March 17-20, 2020},
  pages = {308--312},
  publisher = {{ACM}},
  year = {2020},
  url = {https://doi.org/10.1145/3377325.3377538},
  doi = {10.1145/3377325.3377538},
}

KDD WS

Cultivating Human Expertise Through AI-Assisted Data Science

Josh Andres, Christine T. Wolf, Michael J. Muller, Justin D. Weisz, Narendra Nath Joshi, Aabhas Sharma, and 6 more authors

In 1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020, 2020

Bib PDF

@inproceedings{AndresWMWJSBDAP20,
  author = {Andres, Josh and Wolf, Christine T. and Muller, Michael J. and Weisz, Justin D. and Joshi, Narendra Nath and Sharma, Aabhas and Brimijoin, Krissy and Desmond, Michael and Ashktorab, Zahra and Pan, Qian and Duesterwald, Evelyn and Dugan, Casey},
  title = {Cultivating Human Expertise Through AI-Assisted Data Science},
  booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020},
  year = {2020},
  url = {https://drive.google.com/file/d/1c2X0RybLpXdqh2XMCN2luUPdDUhaQMRc/view},
}

KDD WS

IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models

Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Udayan Khurana, Horst Samulowitz, and 4 more authors

In 1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020, 2020

Bib PDF

@inproceedings{WangAWOKSCVTD20,
  author = {Wang, Dakuo and Andres, Josh and Weisz, Justin D. and Oduor, Erick and Khurana, Udayan and Samulowitz, Horst and Chaudhary, Arunima and Valente, Abel N. and Torres, Dustin Ramsey and Dugan, Casey},
  title = {{IBM} AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models},
  booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020},
  year = {2020},
  url = {https://drive.google.com/file/d/1RmuGOdwcalfV0YaJh8nTdL0zutF1\_hx2/view},
}

KDD WS

The Next Decade of Data Science

Justin D. Weisz and Michael J. Muller

In 1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020, 2020

Bib PDF

@inproceedings{WeiszM20,
  author = {Weisz, Justin D. and Muller, Michael J.},
  title = {The Next Decade of Data Science},
  booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020},
  year = {2020},
  url = {https://drive.google.com/file/d/1jS4g4SYCDDj6pUXAVK8kNBI82seEhv7\_/view},
}

arXiv

Do’s and Don’ts for Human and Digital Worker Integration

Vinod Muthusamy, Merve Unuvar, Hagen Völzer, and Justin D. Weisz

CoRR, 2020

arXiv Bib PDF

@article{abs-2010-07738,
  author = {Muthusamy, Vinod and Unuvar, Merve and V{\"{o}}lzer, Hagen and Weisz, Justin D.},
  title = {Do's and Don'ts for Human and Digital Worker Integration},
  journal = {CoRR},
  volume = {abs/2010.07738},
  year = {2020},
  url = {https://doi.org/10.48550/arXiv.2010.07738},
}

arXiv

Quality Estimation & Interpretability for Code Translation

Mayank Agarwal, Kartik Talamadupula, Stephanie Houde, Fernando Martinez, Michael J. Muller, John T. Richards, and 2 more authors

CoRR, 2020

arXiv Bib PDF

@article{abs-2012-07581,
  author = {Agarwal, Mayank and Talamadupula, Kartik and Houde, Stephanie and Martinez, Fernando and Muller, Michael J. and Richards, John T. and Ross, Steven I. and Weisz, Justin D.},
  title = {Quality Estimation {\&} Interpretability for Code Translation},
  journal = {CoRR},
  volume = {abs/2012.07581},
  year = {2020},
  url = {https://doi.org/10.48550/arXiv.2012.07581},
}

ICCC WS

Mixed Initiative Generative AI Interfaces: An Analytic Framework for Generative AI Applications

Michael Muller, Justin D. Weisz, and Werner Geyer

In Proceedings of the Workshop The Future of Co-Creative Systems: A Workshop on Human-Computer Co-Creativity of the 11th International Conference on Computational Creativity (ICCC 2020), 2020

Bib PDF

@inproceedings{MullerWG20iccc,
  author = {Muller, Michael and Weisz, Justin D. and Geyer, Werner},
  title = {Mixed Initiative Generative {AI} Interfaces: An Analytic Framework for Generative {AI} Applications},
  booktitle = {Proceedings of the Workshop The Future of Co-Creative Systems: A Workshop on Human-Computer Co-Creativity of the 11th International Conference on Computational Creativity (ICCC 2020)},
  year = {2020},
}

2019

CSCW

Human-AI Collaboration in Data Science: Exploring Data Scientists’ Perceptions of Automated AI

Dakuo Wang, Justin D. Weisz, Michael J. Muller, Parikshit Ram, Werner Geyer, Casey Dugan, and 3 more authors

Proc. ACM Hum. Comput. Interact., 2019

DOI arXiv Bib PDF

@article{WangWMRGDTSG19,
  author = {Wang, Dakuo and Weisz, Justin D. and Muller, Michael J. and Ram, Parikshit and Geyer, Werner and Dugan, Casey and Tausczik, Yla R. and Samulowitz, Horst and Gray, Alexander G.},
  title = {Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated {AI}},
  journal = {Proc. {ACM} Hum. Comput. Interact.},
  volume = {3},
  number = {{CSCW}},
  pages = {211:1--211:24},
  year = {2019},
  url = {https://doi.org/10.1145/3359313},
  doi = {10.1145/3359313},
}

CHI

Resilient Chatbots: Repair Strategy Preferences for Conversational Breakdowns

Zahra Ashktorab, Mohit Jain, Q. Vera Liao, and Justin D. Weisz

In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019, Glasgow, Scotland, UK, May 04-09, 2019, 2019

DOI Bib PDF

@inproceedings{AshktorabJLW19,
  author = {Ashktorab, Zahra and Jain, Mohit and Liao, Q. Vera and Weisz, Justin D.},
  title = {Resilient Chatbots: Repair Strategy Preferences for Conversational Breakdowns},
  booktitle = {Proceedings of the 2019 {CHI} Conference on Human Factors in Computing Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
  pages = {254},
  publisher = {{ACM}},
  year = {2019},
  url = {https://doi.org/10.1145/3290605.3300484},
  doi = {10.1145/3290605.3300484},
}

CHI

Thinking Too Classically: Research Topics in Human-Quantum Computer Interaction

Zahra Ashktorab, Justin D. Weisz, and Maryam Ashoori

In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019, Glasgow, Scotland, UK, May 04-09, 2019, 2019

DOI Bib PDF

@inproceedings{AshktorabWA19,
  author = {Ashktorab, Zahra and Weisz, Justin D. and Ashoori, Maryam},
  title = {Thinking Too Classically: Research Topics in Human-Quantum Computer Interaction},
  booktitle = {Proceedings of the 2019 {CHI} Conference on Human Factors in Computing Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
  pages = {256},
  publisher = {{ACM}},
  year = {2019},
  url = {https://doi.org/10.1145/3290605.3300486},
  doi = {10.1145/3290605.3300486},
}

IUI

BigBlueBot: teaching strategies for successful human-agent interactions

Justin D. Weisz, Mohit Jain, Narendra Nath Joshi, James Johnson, and Ingrid Lange

In Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019, Marina del Ray, CA, USA, March 17-20, 2019, 2019

DOI Bib PDF

@inproceedings{WeiszJJJL19,
  author = {Weisz, Justin D. and Jain, Mohit and Joshi, Narendra Nath and Johnson, James and Lange, Ingrid},
  title = {BigBlueBot: teaching strategies for successful human-agent interactions},
  booktitle = {Proceedings of the 24th International Conference on Intelligent User Interfaces, {IUI} 2019, Marina del Ray, CA, USA, March 17-20, 2019},
  pages = {448--459},
  publisher = {{ACM}},
  year = {2019},
  url = {https://doi.org/10.1145/3301275.3302290},
  doi = {10.1145/3301275.3302290},
}

arXiv

In AI We Trust? Factors That Influence Trustworthiness of AI-infused Decision-Making Processes

Maryam Ashoori and Justin D. Weisz

CoRR, 2019

arXiv Bib PDF

@article{abs-1912-02675,
  author = {Ashoori, Maryam and Weisz, Justin D.},
  title = {In {AI} We Trust? Factors That Influence Trustworthiness of AI-infused Decision-Making Processes},
  journal = {CoRR},
  volume = {abs/1912.02675},
  year = {2019},
  url = {https://doi.org/10.48550/arXiv.1912.02675},
}

2018

CHI EA

Privacy and Fear in the Drone Era: Preserving Privacy Expectations Through Technology

Judith Odili Uchidiuno, Justin Manweiler, and Justin D. Weisz

In Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, CHI 2018, Montreal, QC, Canada, April 21-26, 2018, 2018

DOI Bib PDF

@inproceedings{UchidiunoMW18,
  author = {Uchidiuno, Judith Odili and Manweiler, Justin and Weisz, Justin D.},
  title = {Privacy and Fear in the Drone Era: Preserving Privacy Expectations Through Technology},
  booktitle = {Extended Abstracts of the 2018 {CHI} Conference on Human Factors in Computing Systems, {CHI} 2018, Montreal, QC, Canada, April 21-26, 2018},
  publisher = {{ACM}},
  year = {2018},
  url = {https://doi.org/10.1145/3170427.3188457},
  doi = {10.1145/3170427.3188457},
}

CHI PLAY

Entanglion: A Board Game for Teaching the Principles of Quantum Computing

Justin D. Weisz, Maryam Ashoori, and Zahra Ashktorab

In The Annual Symposium on Computer-Human Interaction in Play, CHI PLAY 2018, Melbourne, VIC, Australia, October 28-31, 2018, 2018

DOI Bib PDF

@inproceedings{WeiszAA18,
  author = {Weisz, Justin D. and Ashoori, Maryam and Ashktorab, Zahra},
  title = {Entanglion: {A} Board Game for Teaching the Principles of Quantum Computing},
  booktitle = {The Annual Symposium on Computer-Human Interaction in Play, {CHI} {PLAY} 2018, Melbourne, VIC, Australia, October 28-31, 2018},
  pages = {523--534},
  publisher = {{ACM}},
  year = {2018},
  url = {https://doi.org/10.1145/3242671.3242696},
  doi = {10.1145/3242671.3242696},
}

arXiv

CardKit: A Card-Based Programming Framework for Drones

Saad Ismail, Justin Gregory Manweiler, and Justin D. Weisz

CoRR, 2018

arXiv Bib PDF

@article{abs-1804-08458,
  author = {Ismail, Saad and Manweiler, Justin Gregory and Weisz, Justin D.},
  title = {CardKit: {A} Card-Based Programming Framework for Drones},
  journal = {CoRR},
  volume = {abs/1804.08458},
  year = {2018},
  url = {https://doi.org/10.48550/arXiv.1804.08458},
}

arXiv

Designing for Democratization: Introducing Novices to Artificial Intelligence Via Maker Kits

Victor Dibia, Maryam Ashoori, Aaron Cox, and Justin D. Weisz

CoRR, 2018

arXiv Bib PDF

@article{abs-1805-10723,
  author = {Dibia, Victor and Ashoori, Maryam and Cox, Aaron and Weisz, Justin D.},
  title = {Designing for Democratization: Introducing Novices to Artificial Intelligence Via Maker Kits},
  journal = {CoRR},
  volume = {abs/1805.10723},
  year = {2018},
  url = {https://doi.org/10.48550/arXiv.1805.10723},
}

2017

CHI EA

TJBot: An Open Source DIY Cardboard Robot for Programming Cognitive Systems

Victor C. Dibia, Maryam Ashoori, Aaron Cox, and Justin D. Weisz

In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, Denver, CO, USA, May 06-11, 2017, Extended Abstracts, 2017

DOI Bib PDF

@inproceedings{DibiaACW17,
  author = {Dibia, Victor C. and Ashoori, Maryam and Cox, Aaron and Weisz, Justin D.},
  title = {TJBot: An Open Source {DIY} Cardboard Robot for Programming Cognitive Systems},
  booktitle = {Proceedings of the 2017 {CHI} Conference on Human Factors in Computing Systems, Denver, CO, USA, May 06-11, 2017, Extended Abstracts},
  pages = {381--384},
  publisher = {{ACM}},
  year = {2017},
  url = {https://doi.org/10.1145/3027063.3052965},
  doi = {10.1145/3027063.3052965},
}

CHI EA

Factors that Help and Hinder a Daily Weighing and Reporting Behavior

Catalina Danis, Katherine Vogt, Justin D. Weisz, Yu Ma, and Russell Olsen

In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, Denver, CO, USA, May 06-11, 2017, Extended Abstracts, 2017

DOI Bib PDF

@inproceedings{DanisVWMO17,
  author = {Danis, Catalina and Vogt, Katherine and Weisz, Justin D. and Ma, Yu and Olsen, Russell},
  title = {Factors that Help and Hinder a Daily Weighing and Reporting Behavior},
  booktitle = {Proceedings of the 2017 {CHI} Conference on Human Factors in Computing Systems, Denver, CO, USA, May 06-11, 2017, Extended Abstracts},
  pages = {2480--2486},
  publisher = {{ACM}},
  year = {2017},
  url = {https://doi.org/10.1145/3027063.3053206},
  doi = {10.1145/3027063.3053206},
}

COMSNETS

Integrating GLONASS with GPS for Drone Orientation Tracking

Mahanth Gowda, Justin Manweiler, Ashutosh Dhekne, Romit Roy Choudhury, and Justin D. Weisz

In Communication Systems and Networks - 9th International Conference, COMSNETS 2017, Bengaluru, India, January 4-8, 2017, Revised Selected Papers and Invited Papers, 2017

DOI Bib

@inproceedings{GowdaMDCW17,
  author = {Gowda, Mahanth and Manweiler, Justin and Dhekne, Ashutosh and Choudhury, Romit Roy and Weisz, Justin D.},
  title = {Integrating {GLONASS} with {GPS} for Drone Orientation Tracking},
  booktitle = {Communication Systems and Networks - 9th International Conference, {COMSNETS} 2017, Bengaluru, India, January 4-8, 2017, Revised Selected Papers and Invited Papers},
  series = {Lecture Notes in Computer Science},
  volume = {10340},
  pages = {77--92},
  publisher = {Springer},
  year = {2017},
  url = {https://doi.org/10.1007/978-3-319-67235-9\_7},
  doi = {10.1007/978-3-319-67235-9\_7}
}

2016

IBM JRD

Uncovering insider threats from the digital footprints of individuals

Anni Coden, W. Sabrina Lin, Keith Houck, Michael A. Tanenblatt, Jeff Boston, Julie MacNaught, and 8 more authors

IBM J. Res. Dev., 2016

DOI Bib

@article{CodenLHTBMSWPLL16,
  author = {Coden, Anni and Lin, W. Sabrina and Houck, Keith and Tanenblatt, Michael A. and Boston, Jeff and MacNaught, Julie and Soroker, Danny and Weisz, Justin D. and Pan, Shimei and Lai, Jui{-}Hsin and Lu, Jie and Wood, Steve and Xia, Yinglong and Lin, Ching{-}Yung},
  title = {Uncovering insider threats from the digital footprints of individuals},
  journal = {{IBM} J. Res. Dev.},
  volume = {60},
  number = {4},
  pages = {8},
  year = {2016},
  url = {https://doi.org/10.1147/JRD.2016.2568538},
  doi = {10.1147/JRD.2016.2568538},
}

AAAI WS

The Impending Ubiquity of Cognitive Objects

Maryam Ashoori, Rachel K. E. Bellamy, and Justin D. Weisz

In Symbiotic Cognitive Systems, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 13, 2016, 2016

Bib PDF

@inproceedings{AshooriBW16,
  author = {Ashoori, Maryam and Bellamy, Rachel K. E. and Weisz, Justin D.},
  title = {The Impending Ubiquity of Cognitive Objects},
  booktitle = {Symbiotic Cognitive Systems, Papers from the 2016 {AAAI} Workshop, Phoenix, Arizona, USA, February 13, 2016},
  series = {{AAAI} Technical Report},
  volume = {{WS-16-14}},
  publisher = {{AAAI} Press},
  year = {2016},
  url = {https://aaai.org/papers/aaaiw-ws0194-16-12609/},
}

MobiCom

Tracking drone orientation with multiple GPS receivers

Mahanth Gowda, Justin Manweiler, Ashutosh Dhekne, Romit Roy Choudhury, and Justin D. Weisz

In Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, MobiCom 2016, New York City, NY, USA, October 3-7, 2016, 2016

DOI Bib PDF

@inproceedings{GowdaMDCW16,
  author = {Gowda, Mahanth and Manweiler, Justin and Dhekne, Ashutosh and Choudhury, Romit Roy and Weisz, Justin D.},
  title = {Tracking drone orientation with multiple {GPS} receivers},
  booktitle = {Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, MobiCom 2016, New York City, NY, USA, October 3-7, 2016},
  pages = {280--293},
  publisher = {{ACM}},
  year = {2016},
  url = {https://doi.org/10.1145/2973750.2973768},
  doi = {10.1145/2973750.2973768},
}

2015

CHI EA

Creating the Mood: Design for a Cognitive Meeting Room

Maryam Ashoori, Rachel K. E. Bellamy, and Justin D. Weisz

In Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, Seoul, CHI 2015 Extended Abstracts, Republic of Korea, April 18 - 23, 2015, 2015

DOI Bib PDF

@inproceedings{AshooriBW15,
  author = {Ashoori, Maryam and Bellamy, Rachel K. E. and Weisz, Justin D.},
  title = {Creating the Mood: Design for a Cognitive Meeting Room},
  booktitle = {Proceedings of the 33rd Annual {ACM} Conference Extended Abstracts on Human Factors in Computing Systems, Seoul, {CHI} 2015 Extended Abstracts, Republic of Korea, April 18 - 23, 2015},
  pages = {2001--2006},
  publisher = {{ACM}},
  year = {2015},
  url = {https://doi.org/10.1145/2702613.2732786},
  doi = {10.1145/2702613.2732786},
}

2014

CIKM WS

Dare to Compare: Motivating Expertise Building in the Enterprise through Intelligent User Modeling Interfaces

Mercan Topkara, Justin D. Weisz, Shimei Pan, Jie Lu, and Jennifer C. Lai

In Proceedings of the 3rd Workshop on Data-Driven User Behavioral Modeling and Mining from Social Media, DUBMOD@CIKM 2014, Shanghai, China, November 3, 2014, 2014

DOI Bib PDF

@inproceedings{TopkaraWPLL14,
  author = {Topkara, Mercan and Weisz, Justin D. and Pan, Shimei and Lu, Jie and Lai, Jennifer C.},
  title = {Dare to Compare: Motivating Expertise Building in the Enterprise through Intelligent User Modeling Interfaces},
  booktitle = {Proceedings of the 3rd Workshop on Data-Driven User Behavioral Modeling and Mining from Social Media, DUBMOD@CIKM 2014, Shanghai, China, November 3, 2014},
  pages = {1--4},
  publisher = {{ACM}},
  year = {2014},
  url = {https://doi.org/10.1145/2665994.2665998},
  doi = {10.1145/2665994.2665998},
}

IUI

Expediting expertise: supporting informal social learning in the enterprise

Jennifer C. Lai, Jie Lu, Shimei Pan, Danny Soroker, Mercan Topkara, Justin D. Weisz, and 2 more authors

In 19th International Conference on Intelligent User Interfaces, IUI 2014, Haifa, Israel, February 24-27, 2014, 2014

DOI Bib PDF

@inproceedings{LaiLPSTWBC14,
  author = {Lai, Jennifer C. and Lu, Jie and Pan, Shimei and Soroker, Danny and Topkara, Mercan and Weisz, Justin D. and Boston, Jeff and Crawford, Jason},
  title = {Expediting expertise: supporting informal social learning in the enterprise},
  booktitle = {19th International Conference on Intelligent User Interfaces, {IUI} 2014, Haifa, Israel, February 24-27, 2014},
  pages = {133--142},
  publisher = {{ACM}},
  year = {2014},
  url = {https://doi.org/10.1145/2557500.2557539},
  doi = {10.1145/2557500.2557539},
}

2009

Book

Online Video as a Social Activity

Justin D. Weisz

In Social Interactive Television - Immersive Shared Experiences and Perspectives, 2009

DOI Bib

@incollection{Weisz09,
  author = {Weisz, Justin D.},
  title = {Online Video as a Social Activity},
  booktitle = {Social Interactive Television - Immersive Shared Experiences and Perspectives},
  pages = {285--304},
  publisher = {{IGI} Global},
  year = {2009},
  url = {https://doi.org/10.4018/978-1-60566-656-3.ch017},
  doi = {10.4018/978-1-60566-656-3.CH017}
}

2008

UXTV

How text and audio chat change the online video experience

Justin D. Weisz and Sara B. Kiesler

In Proceeding of the 1st International Conference on Designing Interactive User Experiences for TV and Video, UXTV 2008, Silicon Valley, California, USA, October 22-24, 2008, 2008

DOI Bib PDF

@inproceedings{WeiszK08,
  author = {Weisz, Justin D. and Kiesler, Sara B.},
  title = {How text and audio chat change the online video experience},
  booktitle = {Proceeding of the 1st International Conference on Designing Interactive User Experiences for {TV} and Video, {UXTV} 2008, Silicon Valley, California, USA, October 22-24, 2008},
  series = {{ACM} International Conference Proceeding Series},
  pages = {9--18},
  year = {2008},
  url = {https://doi.org/10.1145/1453805.1453809},
  doi = {10.1145/1453805.1453809},
}

2007

CHI

Watching together: integrating text chat with video

Justin D. Weisz, Sara B. Kiesler, Hui Zhang, Yuqing Ren, Robert E. Kraut, and Joseph A. Konstan

In Proceedings of the 2007 Conference on Human Factors in Computing Systems, CHI 2007, San Jose, California, USA, April 28 - May 3, 2007, 2007

DOI Bib PDF

@inproceedings{WeiszKZRKK07,
  author = {Weisz, Justin D. and Kiesler, Sara B. and Zhang, Hui and Ren, Yuqing and Kraut, Robert E. and Konstan, Joseph A.},
  title = {Watching together: integrating text chat with video},
  booktitle = {Proceedings of the 2007 Conference on Human Factors in Computing Systems, {CHI} 2007, San Jose, California, USA, April 28 - May 3, 2007},
  pages = {877--886},
  publisher = {{ACM}},
  year = {2007},
  url = {https://doi.org/10.1145/1240624.1240756},
  doi = {10.1145/1240624.1240756},
}

2006

CHI

Synchronous broadcast messaging: the use of ICT

Justin D. Weisz, Thomas Erickson, and Wendy A. Kellogg

In Proceedings of the 2006 Conference on Human Factors in Computing Systems, CHI 2006, Montréal, Québec, Canada, April 22-27, 2006, 2006

Best Paper DOI Bib PDF

Best Paper Award, CHI 2006.

@inproceedings{WeiszEK06,
  author = {Weisz, Justin D. and Erickson, Thomas and Kellogg, Wendy A.},
  title = {Synchronous broadcast messaging: the use of {ICT}},
  booktitle = {Proceedings of the 2006 Conference on Human Factors in Computing Systems, {CHI} 2006, Montr{\'{e}}al, Qu{\'{e}}bec, Canada, April 22-27, 2006},
  pages = {1293--1302},
  publisher = {{ACM}},
  year = {2006},
  url = {https://doi.org/10.1145/1124772.1124967},
  doi = {10.1145/1124772.1124967},
}