Henry W. Leung

Joined

May 2024

Names

Henry W. Leung (Preferred)

Emails

****@utoronto.ca (Confirmed)

Personal Links

Career & Education History

PhD student

Astronomy & Astrophysics, University of Toronto (utoronto.ca)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2019 – 2024

Expertise

galaxy formation

,

Milky Way

,

dynamics

Present

deep learning

,

astronomy

Present

Publications

Estimating Probability Densities of Tabular Data using a Transformer Model combined with Denoising Diffusion
Henry W. Leung, Jo Bovy, Joshua S. Speagle
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data
Eirini Angeloudi, Jeroen Audenaert, Micah Bowles, Benjamin M. Boyd, David Chemaly, Brian Cherinka, Ioana Ciuca, Miles Cranmer, Aaron Do, Matthew Grayling, Erin Elizabeth Hayes, Tom Hehir, Shirley Ho, Marc Huertas-Company, Kartheik G. Iyer, Maja Jablonska, Francois Lanusse, Henry W. Leung, Kaisey Mandel, Juan Rafael Martínez-Galarza et al. (9 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Towards an Astronomical Foundation Model for Stars
Henry W. Leung, Jo Bovy
- NeurIPS 2023 contributed talk at Machine Learning and the Physical Sciences Workshop
- Readers: Everyone
Towards an astronomical foundation model for stars with a transformer-based model
Henry W. Leung, Jo Bovy
- Monthly Notices of the Royal Astronomical Society
- Readers: Everyone
A variational encoder-decoder approach to precise spectroscopic age estimation for large Galactic surveys
Henry W. Leung, Jo Bovy
- Monthly Notices of the Royal Astronomical Society
- Readers: Everyone
Deep learning of multi-element abundances from high-resolution spectroscopic data
Henry W. Leung, Jo Bovy
- Monthly Notices of the Royal Astronomical Society
- Readers: Everyone

Co-Authors

View all 30 co-authors