I am a Research Assistant Professor at the Graduate School of Education and Computer Science (by courtesy) at Stanford University. I am also the Ram and Vijay Shriram Faculty Fellow at the Institute for Human-Centered AI (HAI) and a core faculty member of Stanford HCI. My research sits at the intersection of Human-Computer Interaction (HCI) and the Learning Sciences. I study ways to augment human learning using AI by (1) engaging in cognitively informed design practices, (2) co-designing with learners and educators, and (3) developing transformative AI-enabled learning experiences. Through my research, I also contribute tools and methodologies that prioritize ethical considerations, responsible design practices, and human values when creating AI experiences. I received my PhD in Information at the University of Michigan, advised by Eytan Adar.

PUBLICATIONS
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education [CSCW, 2024]
Mei Tan, Hansol Lee, Dakuo Wang, Hariharan Subramonyam

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Spellburst: A Node-based Interface for Exploratory Creative Coding with Natural Language Prompts [UIST'23]
Tyler Angert, Miroslav Ivan Suzara, Jenny Han, Christopher Lawrence Pondoc, Hariharan Subramonyam

Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research [IEEE VIS'23]
Hariharan Subramonyam, Jessica Hullman

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Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM Interfaces [Working Paper, 2023]
Hariharan Subramonyam, Christoper Lawrence Pondoc, Colleen Seifert, Maneesh Agrawala, Roy Pea

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More than Model Documentation: Uncovering Teachers' Bespoke Information Needs for Informed Classroom Integration of ChatGPT [Working Paper, 2023]
Mei Tan, Hariharan Subramonyam

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fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks [CHI'23]
Steven Moore, Q. Vera Liao, Hariharan Subramonyam

Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience [CHI'23]
Q. Vera Liao, Hariharan Subramonyam, Jennifer Wang, & Jennifer Wortman Vaughan

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How Do Viewers Synthesize Conflicting Information from Data Visualizations? [IEEE VIS'22]
Prateek Mantri, Hariharan Subramonyam, Audrey L Michal, & Cindy Xiong

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Composites: A Tangible Interaction Paradigm for Visual Data Analysis in Design Practice [AVI'22]
Hariharan Subramonyam, Eytan Adar, & Steven Drucker

Solving Separation-of-Concerns Problems in Collaborative Design of Human-AI Systems through Leaky Abstractions [CHI'22]
Hariharan Subramonyam, Jane Im, Colleen Seifert, Eytan Adar

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VideoSticker: A Tool for Active Viewing and Visual Note-taking from Videos [IUI'22]
Yining Cao, Hariharan Subramonyam, Eytan Adar

Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support. [CSCW'22]
Michael Madaio, Lisa Egede, Hariharan Subramonyam, Jennifer Wortman Vaughan, Hanna Wallach

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Towards A Process Model for Co-Creating AI Experiences [DIS'21]
Hariharan Subramonyam, Colleen Seifert, Eytan Adar

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ProtoAI: Model-Informed Prototyping for AI-Powered Interfaces [IUI'21]
Hariharan Subramonyam, Colleen Seifert, Eytan Adar
Best Paper Award

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texSketch: Active Diagramming through Pen-and-Ink Annotations [CHI'20]
Hariharan Subramonyam, Colleen Seifert, Priti Shah, Eytan Adar
Best Paper Award

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Explore, Create, Annotate: Designing Digital Drawing Tools with Visually Impaired People [CHI'20]
Maulishree Pandey, Hariharan Subramonyam, Brooke Sasia, Steve Oney, Sile O'Modhrain

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Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality [CHI'19]
Hariharan Subramonyam, Steven Drucker, Eytan Adar
Best Paper Award

TakeToons: Script Driven Performance Animation [UIST'18]
Hariharan Subramonyam, Wilmot Li, Eytan Adar, Mira Dontcheva

PDF | VIDEO | TALK


SmartCues: A Multitouch Query Approach for Details-on-Demand through Dynamically Computed Overlays [IEEE VIS'18]
Hariharan Subramonyam, & Eytan Adar

Agency in assistive technology adoption: visual impairment and smartphone use in Bangalore [CHI'17]
Joyojeet Pal, Anandhi Viswanathan, Priyank Chandra, Anisha Nazareth, Vaishnav Kameswaran, Hariharan Subramonyam, Aditya Johri, Mark S Ackerman, Sile O'Modhrain

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PANELS/COURSES/SPECIAL INTEREST GROUPS
LLMs and the Infrastructure of CSCW [PANEL at CSCW 2023 ]
Chinmay Kulkarni, Tongshuang Wu, Kenneth Holstein, Q Vera Liao, Min Kyung Lee, Mina Lee, Hariharan Subramonyam

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Designing for AI-Powered Social Computing Systems [SIG at CSCW 2023 ]
Gionnieve Lim, Hyunwoo Kim, Yoonseo Choi, Toby Jia-Jun Li, Chinmay Kulkarni, Hariharan Subramonyam, Joseph Seering, Michael S Bernstein, Amy X Zhang, Elena L Glassman, Simon Perrault, Juho Kim

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WORKSHOPS & POSTERS
How Can Human-Centered Design Shape Data-Centric Data AI? [HCAI WORKSHOP AT NeurIPS'21 ]
Hariharan Subramonyam, Colleen Seifert, Eytan Adar

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Designing Interactive Intelligent Systems for Human Learning, Creativity, and Sensemaking [UIST'19 DOCTORAL CONSORTIUM]
Hariharan Subramonyam

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Data dialog: facilitating collaborative decision making through data-driven conversations [Pervasive Health'17]
Hariharan Subramonyam, Bongshin Lee, Sile O'Modhrain, Eytan Adar

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Magic Mirror: Embodied interactions for the quantified self [CHI'15]
Hariharan Subramonyam

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MEDIA/ BLOG

Shortcomings of Visualizations for Human-in-the-Loop Machine Learning [Oct 9, 2023] 🔗
While visualizations can help developers better design, train, and understand their models, new research shows gaps between ambitions and evidence.

Spellburst: A Large Language Model-Powered Interactive Canvas for Generative Artists [Sept 13, 2023] 🔗
This new creativity support tool helps artists who work in code explore ideas using natural language and iterate with precision.

Finding a Fit with Learning Technology [Nov 22, 2022] 🔗
Hari Subramonyam and students investigate interfaces that optimize what humans and technology each do best.

New App VideoSticker Uses AI To Help Students Take Rich Notes from Video Lessons [Aug 25, 2022] 🔗
The tool allows students to break down video imagery and transcripts to ease and improve note-taking and comprehension.

In Human-Centered AI, the Boundaries Between UX and Software Roles Are Evolving [Apr 26, 2022] 🔗
"Leaky abstractions" are transforming software design and programming and leading to better, human-focused technology.