Forrest Huang

Google (United States) — United States

Computer Science · Physical Sciences

9h-index444citations19works3.32yr avg
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Research Topics

Software Engineering Research(4), Innovative Human-Technology Interaction(4), Advanced Neural Network Applications(3), Human Motion and Animation(3), Neural Networks and Applications(2)

Publications19 total

CoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion
arXiv (Cornell University)·2024Open Access
Leveraging Human Revisions for Improving Text-to-Layout Models
arXiv (Cornell University)·2024Open Access
Automatic Macro Mining from Interaction Traces at Scale
2024· 10 citedOpen Access
Automatic Macro Mining from Interaction Traces at Scale
arXiv (Cornell University)·2023Open Access
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion
arXiv (Cornell University)·2023· 8 citedOpen Access
Enabling multi-modal search for inspirational design stimuli using deep learning
Artificial intelligence for engineering design analysis and manufacturing·2022· 15 citedOpen Access
Creating User Interface Mock-ups from High-Level Text Descriptions with Deep-Learning Models
arXiv (Cornell University)·2021· 4 citedOpen Access
Multi-Modal Search for Inspirational Examples in Design
2021· 8 cited
UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior
2021· 46 citedOpen Access
Artificial Intelligence for Human Computer Interaction: A Modern Approach
Human-computer interaction series·2021· 25 citedOpen Access
An Early Rico Retrospective: Three Years of Uses for a Mobile App Dataset
Human-computer interaction series·2021· 3 cited
Sketch-Based Creativity Support Tools Using Deep Learning
Human-computer interaction series·2021· 3 cited
SCRAM: Simple Checks for Realtime Analysis of Model Training for Non-Expert ML Programmers
2020· 6 cited
Sketchforme
2019· 20 citedOpen Access
Swire
2019· 103 citedOpen Access
GPU accelerated t-distributed stochastic neighbor embedding
Journal of Parallel and Distributed Computing·2019· 80 cited
Sketchforme: Composing Sketched Scenes from Text Descriptions for Interactive Applications
arXiv (Cornell University)·2019· 8 citedOpen Access
T-SNE-CUDA: GPU-Accelerated T-SNE and its Applications to Modern Data
2018· 96 cited
t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern Data
arXiv (Cornell University)·2018· 9 citedOpen Access

Frequent Co-authors

John Canny(9), Jeffrey Nichols(4), Eldon Schoop(4), David M. Chan(3), Roshan Rao(3), Chin-Yi Cheng(3), David Ha(2), Elisa Kwon(2), Kosa Goucher-Lambert(2), Bjoern Hartmann(1), Gang Li(1), Tao Li(1), Yang Li(1), Gang Li(1), Yang Li(1), Björn Hartmann(1), Gang Li(1), Xin Zhou(1), Li Yang(1), Biplab Deka(1)