I’m a second year PhD in the Social Futures Lab. advised by Amy Zhang and co-advised by Jeff Heer. My research interests include computer-supported creative tools, human-AI interaction, and collaboration tools. I hold an MEng and BS in Computer Science from MIT. TODO: more here
Publications
From Pen to Prompt: How Creative Writers Integrate AI into their Writing Practice
Alicia Guo, Shreya Sathyanarayanan, Leijie Wang, Jeffrey Heer, Amy Zhang - in review
Preserving Writer Values in AI Writing Assistance Tools
Alicia Guo, Leijie Wang, Jeffrey Heer, Amy Zhang - CHI 2024 In2Writing Workshop
Exploring the Impact of AI Value Alignment in Collaborative Ideation: Effects on Perception, Ownership, and Output
Alicia Guo, Pat Pataranutaporn, Pattie Maes - CHI Late-breaking Work 2024
Using natural sentence prompts for understanding biases in language models
Sarah Alnegheimish, Alicia Guo, Yi Sun - NAACL 2022
Talks and Panels
Learning from Poetic Practices: Creativity Through Computational Means
Causal Islands, Berlin, Germany. Oct. 5, 2024.
The Algorithm That Moves: Uncanny Possibilities for AI Poetry
Lit Crawl, San Francisco, CA. Oct. 26, 2024.
This is the poem that doesn’t end!! or, the poetics of RNG! (link to talk)
!!Con, UC Santa Cruz, CA. Aug. 25, 2024
Progress
Works in progress and percolating thoughts. Feel free to reach out if you wish to discuss!
- The processes behind creative AI use
- Role of AI in art practices – how can we empower creatives?
- Governance in creative communities
- Novel interfaces for AI
Previously
- Finished my MEng thesis with the Fluid Interfaces lab at the MIT Media lab on effects of biases in brainstorming with AI chatbots.
- Spent a summer at ETH Zürich for a summer working with Dr. Christian Holz on emotion perception in VR.
- Prototyped interfaces for creating non-digital animations with polarizers in the HCIE lab.
- Created a dataset to measure gender bias in language generation with the Data to AI Lab.
- Explored human ability to detect deepfakes with the Affective Computing group.
Projects (previous life)
Sustained A chrome extension that guides you through the online shopping process focusing on [sustain]able [ed]ucation, asking you the questions needed to help you make a thoughtful and more sustainable purchase with checkout reminders. Try it out here!
Polanimations Interface prototype for using polarizers as a passive display technology to create animations. With Ticha Sethapakdi.
Detect Fakes I researched in the MIT Media Lab working on conceptualizing and designing experiments to determine how well humans could detect deepfakes in comparison to the leading AI. Can you detect the deepfake?
Visual Poetry Ever wondered what imagery or emotion poetry can evoke? Visual Poetry generates images from poetic text and applies style transfer from paintings of your chosen sentiment. Made with Peitong Chen and Olivia Seow.
Jello Collisions Modeled soft-body (jello) collisions using a mass-spring system in C++. Watch the jiggles.
Impressions Impressionist non-photorealistic renderings of paintings made in C++. I mimic the process of painting by splatting brush strokes along image gradients.