Scholar
Rose Yu
Google Scholar ID: 4HTITaMAAAAJ
Associate Professor, University of California, San Diego
Machine Learning
Computational Sustainability
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
12,778
H-index
44
i10-index
73
Publications
20
Co-authors
23
list available
Contact
CV
Open ↗
Twitter
Open ↗
GitHub
Open ↗
LinkedIn
Open ↗
Publications
31 items
A Survey of Weight Space Learning: Understanding, Representation, and Generation
2026
Cited
0
Time Series, Vision, and Language: Exploring the Limits of Alignment in Contrastive Representation Spaces
2026
Cited
0
Rethinking Diffusion Models with Symmetries through Canonicalization with Applications to Molecular Graph Generation
2026
Cited
0
Think like a Scientist: Physics-guided LLM Agent for Equation Discovery
2026
Cited
0
Divide and Learn: Multi-Objective Combinatorial Optimization at Scale
2026
Cited
0
Assessing Low Back Movement with Motion Tape Sensor Data Through Deep Learning
Italian National Conference on Sensors · 2026
Cited
0
Demystifying Mergeability: Interpretable Properties to Predict Model Merging Success
2026
Cited
0
Guardian-regularized Safe Offline Reinforcement Learning for Smart Weaning of Mechanical Circulatory Devices
2025
Cited
0
Load more
Resume (English only)
Academic Achievements
Presidential Early Career Award for Scientists and Engineers (PECASE)
DARPA Young Faculty Award
ECASE Award
NSF CAREER Award
Hellman Fellowship
Faculty Awards from Sony, JP Morgan, Meta, Google, Amazon, and Adobe
Multiple Best Paper Awards
Best Dissertation Award at USC
Named to MIT Technology Review's Innovators Under 35 in AI
2025 Samsung AI Researcher of the Year
NeurIPS 2024 Outstanding Datasets and Benchmarks Paper Award
2024 Army Early Career Award
2024 Google Academic Research Award
Best Paper Award at NeurIPS 2024 for 'Spherical Dyffusion'
Program Chair of ICLR 2025
Awarded DARPA Scientific Foundation Models project
Awarded by CDC Insight Net for National Outbreak Analytics & Disease Modeling
Advancing AI/ML for Fusion Research
Background
Associate Professor at the Department of Computer Science and Engineering, UC San Diego
Amazon Scholar
Primary faculty member of the AI Group
Research interests primarily in machine learning, especially for large-scale spatiotemporal data
Particularly excited about AI for scientific discovery
Co-authors
23 total
Rui (Ray) Wang
Amazon
Yan Liu
Professor, Director of Machine Learning Center@USC
Cyrus Shahabi
Professor of Computer Science, University of Southern California
Nima Dehmamy
IBM Research
YaGuang Li
Google DeepMind
Co-author 6
Karthik Kashinath
Distinguished Scientist & Engineer, NVIDIA
Anima Anandkumar
California Institute of Technology and NVIDIA
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up