Ian Drosos

Researcher

Publications

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Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

Majeed Kazemitabaar, Jack Williams, Ian Drosos, Tovi Grossman, Austin Henley, Carina Negreanu, Advait Sarkar

ACM Symposium on User Interface Software and Technology | October 2024

Preprint Project

“It’s like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

Ian Drosos, Advait Sarkar, Xiaotong Xu, Carina Negreanu, Sean Rintel, Lev Tankelevitch

CHIWORK 2024 | June 2024

PDF DOI Project Project
FxD: a functional debugger for dysfunctional spreadsheets

Ian Drosos, Nicholas Wilson, Andy Gordon, Sruti Srinivasa Ragavan, Jack Williams

IEEE Symposium on Visual Languages and Human-Centric Computing | October 2023

Best Paper, Honorable Mention

Publication Project Project

Co-audit: tools to help humans double-check AI-generated content

Andy Gordon, Carina Negreanu, José Cambronero, Rasika Mudumbai Chakravarthy, Ian Drosos, Hao Fang, Bhaskar Mitra, Hannah Richardson (nee Murfet), Advait Sarkar, Stephanie Simmons, Jack Williams, Ben Zorn

October 2023

Preprint Project Project

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Kasra Ferdowsi, Jack Williams, Ian Drosos, Andy Gordon, Carina Negreanu, Nadia Polikarpova, Advait Sarkar, Ben Zorn

IEEE Symposium on Visual Languages and Human-Centric Computing | October 2023

Publication Project Project Project

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Advait Sarkar, Ian Drosos, Robert DeLIne, Andy Gordon, Carina Negreanu, Sean Rintel, Jack Williams, Ben Zorn

Proceedings of the 34th Annual Conference of the Psychology of Programming Interest Group (PPIG 2023) | August 2023

PDF Project Project Project
Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani

ACM CHI Conference on Human Factors in Computing Systems | April 2020

Best Paper Award

Publication Project

Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

Majeed Kazemitabaar, Jack Williams, Ian Drosos, Tovi Grossman, Austin Henley, Carina Negreanu, Advait Sarkar

ACM Symposium on User Interface Software and Technology | October 2024

Preprint Project

“It’s like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

Ian Drosos, Advait Sarkar, Xiaotong Xu, Carina Negreanu, Sean Rintel, Lev Tankelevitch

CHIWORK 2024 | June 2024

PDF DOI Project Project

Co-audit: tools to help humans double-check AI-generated content

Andy Gordon, Carina Negreanu, José Cambronero, Rasika Mudumbai Chakravarthy, Ian Drosos, Hao Fang, Bhaskar Mitra, Hannah Richardson (nee Murfet), Advait Sarkar, Stephanie Simmons, Jack Williams, Ben Zorn

October 2023

Preprint Project Project

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Kasra Ferdowsi, Jack Williams, Ian Drosos, Andy Gordon, Carina Negreanu, Nadia Polikarpova, Advait Sarkar, Ben Zorn

IEEE Symposium on Visual Languages and Human-Centric Computing | October 2023

Publication Project Project Project

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Advait Sarkar, Ian Drosos, Robert DeLIne, Andy Gordon, Carina Negreanu, Sean Rintel, Jack Williams, Ben Zorn

Proceedings of the 34th Annual Conference of the Psychology of Programming Interest Group (PPIG 2023) | August 2023

PDF Project Project Project
Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

Majeed Kazemitabaar, Jack Williams, Ian Drosos, Tovi Grossman, Austin Henley, Carina Negreanu, Advait Sarkar

ACM Symposium on User Interface Software and Technology | October 2024

Preprint Project

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani

ACM CHI Conference on Human Factors in Computing Systems | April 2020

Best Paper Award

Publication Project
Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

Majeed Kazemitabaar, Jack Williams, Ian Drosos, Tovi Grossman, Austin Henley, Carina Negreanu, Advait Sarkar

ACM Symposium on User Interface Software and Technology | October 2024

Preprint Project

“It’s like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

Ian Drosos, Advait Sarkar, Xiaotong Xu, Carina Negreanu, Sean Rintel, Lev Tankelevitch

CHIWORK 2024 | June 2024

PDF DOI Project Project

FxD: a functional debugger for dysfunctional spreadsheets

Ian Drosos, Nicholas Wilson, Andy Gordon, Sruti Srinivasa Ragavan, Jack Williams

IEEE Symposium on Visual Languages and Human-Centric Computing | October 2023

Best Paper, Honorable Mention

Publication Project Project

Co-audit: tools to help humans double-check AI-generated content

Andy Gordon, Carina Negreanu, José Cambronero, Rasika Mudumbai Chakravarthy, Ian Drosos, Hao Fang, Bhaskar Mitra, Hannah Richardson (nee Murfet), Advait Sarkar, Stephanie Simmons, Jack Williams, Ben Zorn

October 2023

Preprint Project Project

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Kasra Ferdowsi, Jack Williams, Ian Drosos, Andy Gordon, Carina Negreanu, Nadia Polikarpova, Advait Sarkar, Ben Zorn

IEEE Symposium on Visual Languages and Human-Centric Computing | October 2023

Publication Project Project Project

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Advait Sarkar, Ian Drosos, Robert DeLIne, Andy Gordon, Carina Negreanu, Sean Rintel, Jack Williams, Ben Zorn

Proceedings of the 34th Annual Conference of the Psychology of Programming Interest Group (PPIG 2023) | August 2023

PDF Project Project Project

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani

ACM CHI Conference on Human Factors in Computing Systems | April 2020

Best Paper Award

Publication Project
“It’s like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

Ian Drosos, Advait Sarkar, Xiaotong Xu, Carina Negreanu, Sean Rintel, Lev Tankelevitch

CHIWORK 2024 | June 2024

PDF DOI Project Project
Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Advait Sarkar, Ian Drosos, Robert DeLIne, Andy Gordon, Carina Negreanu, Sean Rintel, Jack Williams, Ben Zorn

Proceedings of the 34th Annual Conference of the Psychology of Programming Interest Group (PPIG 2023) | August 2023

PDF Project Project Project
FxD: a functional debugger for dysfunctional spreadsheets

Ian Drosos, Nicholas Wilson, Andy Gordon, Sruti Srinivasa Ragavan, Jack Williams

IEEE Symposium on Visual Languages and Human-Centric Computing | October 2023

Best Paper, Honorable Mention

Publication Project Project

Co-audit: tools to help humans double-check AI-generated content

Andy Gordon, Carina Negreanu, José Cambronero, Rasika Mudumbai Chakravarthy, Ian Drosos, Hao Fang, Bhaskar Mitra, Hannah Richardson (nee Murfet), Advait Sarkar, Stephanie Simmons, Jack Williams, Ben Zorn

October 2023

Preprint Project Project

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Kasra Ferdowsi, Jack Williams, Ian Drosos, Andy Gordon, Carina Negreanu, Nadia Polikarpova, Advait Sarkar, Ben Zorn

IEEE Symposium on Visual Languages and Human-Centric Computing | October 2023

Publication Project Project Project

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani

ACM CHI Conference on Human Factors in Computing Systems | April 2020

Best Paper Award

Publication Project

Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

Majeed Kazemitabaar, Jack Williams, Ian Drosos, Tovi Grossman, Austin Henley, Carina Negreanu, Advait Sarkar

ACM Symposium on User Interface Software and Technology | October 2024

Preprint Project

“It’s like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

Ian Drosos, Advait Sarkar, Xiaotong Xu, Carina Negreanu, Sean Rintel, Lev Tankelevitch

CHIWORK 2024 | June 2024

PDF DOI Project Project

FxD: a functional debugger for dysfunctional spreadsheets

Ian Drosos, Nicholas Wilson, Andy Gordon, Sruti Srinivasa Ragavan, Jack Williams

IEEE Symposium on Visual Languages and Human-Centric Computing | October 2023

Best Paper, Honorable Mention

Publication Project Project

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Kasra Ferdowsi, Jack Williams, Ian Drosos, Andy Gordon, Carina Negreanu, Nadia Polikarpova, Advait Sarkar, Ben Zorn

IEEE Symposium on Visual Languages and Human-Centric Computing | October 2023

Publication Project Project Project

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Advait Sarkar, Ian Drosos, Robert DeLIne, Andy Gordon, Carina Negreanu, Sean Rintel, Jack Williams, Ben Zorn

Proceedings of the 34th Annual Conference of the Psychology of Programming Interest Group (PPIG 2023) | August 2023

PDF Project Project Project

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani

ACM CHI Conference on Human Factors in Computing Systems | April 2020

Best Paper Award

Publication Project
Co-audit: tools to help humans double-check AI-generated content

Andy Gordon, Carina Negreanu, José Cambronero, Rasika Mudumbai Chakravarthy, Ian Drosos, Hao Fang, Bhaskar Mitra, Hannah Richardson (nee Murfet), Advait Sarkar, Stephanie Simmons, Jack Williams, Ben Zorn

October 2023

Preprint Project Project

Ian Drosos

Publications

Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

“It’s like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

FxD: a functional debugger for dysfunctional spreadsheets

Co-audit: tools to help humans double-check AI-generated content

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

“It’s like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

Co-audit: tools to help humans double-check AI-generated content

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

“It’s like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

FxD: a functional debugger for dysfunctional spreadsheets

Co-audit: tools to help humans double-check AI-generated content

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

FxD: a functional debugger for dysfunctional spreadsheets

Co-audit: tools to help humans double-check AI-generated content

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition

“It’s like a rubber duck that talks back”: Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

FxD: a functional debugger for dysfunctional spreadsheets

ColDeco: An End User Spreadsheet Inspection Tool for AI-Generated Code

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Co-audit: tools to help humans double-check AI-generated content

Contact Ian Drosos

Microsoft Research Lab – Cambridge

Ian Drosos

Publications

Publications by Year

2024

2023

2020

Publications by Research Area

Artificial intelligence

Data platforms and analytics

Human-computer interaction

Social sciences

Human language technologies

Programming languages and software engineering

Publications by Type

Inproceedings (Conference)

Unpublished