About Me
I am a Research Scientist at Apple in the Video Computer-Vision Science team.
I completed my CS PhD in 2023 at UC Berkeley, where I worked with Björn Hartmann.
Research interests: HCI, computer vision, ML dev tools, model optimization
Groups:
Berkeley AI Research (BAIR) Lab and the Berkeley Institute of Design (BiD)
Thesis:
Enhancing Visual Media Through Reflection and Recomposition [video]
Committee:
Björn Hartmann (advisor), Alexei Efros, Marti Hearst, Valentina Shin
Experience
-
Apple · Research Scientist
2023—
My team develops and deploys machine learning model optimization and analysis techniques, enabling the launch of Apple Intelligence (on-device LLMs) and the Vision Pro (research post: optimization). -
Apple · Research Scientist (Intern)
2020-21
3D scene capture, annotation/segmentation, and navigation. -
Adobe · Research Scientist (Intern)
2019
Multi-level graph kernel correspondences for vector graphics. -
Autodesk · Research Scientist (Intern)
2018
Developer tools for electronic device prototyping and testing.
Selected Publications
See the full publication list (20+) in Google Scholar.
-
Generating Automatic Feedback on UI Mockups with LLMs
Peitong Duan, Jeremy Warner, Yang Li, Björn Hartmann
[PDF] CHI 2024 -
Rambler: Supporting Writing with Speech with LLMs
Susan Lin, Jeremy Warner, J.D. Zamfirescu-Pereira, Matthew G. Lee, Sauhard Jain, Michael Xuelin Huang, Piyawat Lertvittayakumjorn, Shanqing Cai, Shumin Zhai, Björn Hartmann, Can Liu
[PDF] CHI 2024 -
VST: Interactive Flexible Style Transfer for Vector Graphics
Jeremy Warner, Kyu Won Kim, Björn Hartmann
[PDF] UIST 2023 -
VLT: Interactively Optimizing Layout Transfer for Vector Graphics
Jeremy Warner, Shuyao Zhou, Björn Hartmann
[PDF] ICML AI-HCI Workshop 2023 -
SlideSpecs: Automatic Presentation Feedback Collation
Jeremy Warner, Amy Pavel, Tonya Nguyen, Maneesh Agarwala, Björn Hartmann
[PDF] IUI 2023 -
Graph Kernel Correspondences for Vector Graphics
Valentina Shin, Jeremy Warner, Björn Hartmann, Celso Gomes, Holger Winnemoeller, Wilmot Li
[PDF] GI 2021 -
ElectroTutor: Test-Driven Physical Computing Tutorials
Jeremy Warner, Ben Lafreniere, George Fitzmaurice, Tovi Grossman
[PDF] UIST 2018 -
WiFröst: Bridging the Gap for IoT Device Debugging
Will McGrath, Jeremy Warner, Mitchell Karchemsky, Andrew Head, Daniel Drew, Björn Hartmann
[PDF] UIST 2018 -
hack.edu: Analyzing Student Perceptions of College Hackathons
Jeremy Warner and Philip J. Guo
[PDF] ICER 2017 -
CodePilot: Scaffolding Online Novice Developer Collaboration
Jeremy Warner and Philip J. Guo
[PDF] CHI 2017
Grad Coursework
- Computer Vision
Efros/Malik - Computer Graphics
Kanazawa/Ng - Compilers & DSLs
Ragan-Kelley - Learning for 3D Vision
Kanazawa - Computational Photography
Efros/Kanazawa - Human Computer Interaction
Paulos - Interactive Device Design
Hartmann
Mentoring
- Susan Lin
Rambler, Speech Writing - Sauhard Jain
Rambler, Speech Writing - Matthew Lee
Rambler, Speech Writing - Shuyao Zhou
Visual Layout Transfer - Angela Zhang
Design Correspondences - Frederick Kim
Visual Style Transfer - Tonya Nguyen
SlideSpecs Feedback
Teaching
- DI 202 · Technology Design Foundations (GSI)
2021 - CSC 160 · UI Design/Development (Head GSI)
2017,20 - CSC 169 · Software Engineering (Head GSI)
2019 - ECE 112 · Intro to Logic Design (TA)
2013,14,15 - ECE 230 · Electromagnetic Waves (TA)
2014
Awards
- Google-BAIR Commons Research Grant
2023 - UC Berkeley EECS Departmental Fellowship
2022 - Outstanding Reviews (7x for CHI/UIST)
2021-24 - NSF Graduate Research Fellowship (HM)
2017 - UR Barnard Engineering Award
2015 - Phi Beta Kappa Honor Society
2015 - IEEE National PES Scholarship
2014 - Tau Beta Pi Honor Society
2013
Service
- Program Committee · ACM UIST
2024 - Program Committee · ICML AI/HCI Workshop
2023 - Organizing Committee · ACM UIST
2023, 2024 - Reviewer · ICML, UIST, CHI, IUI, CSCW, C&C
2017-2025 - Volunteer · ACM SIGCHI Executive Committee
2018 - Feature Editor · ACM XRDS Student Magazine
2019 - Student Volunteer · ACM IUI, ACM CHI
2017, 2023
Updated Jan 2025