Portrait of Hao Li
Hao Li
Research Scientist
Google DeepMind

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I’m a Research Scientist at Google DeepMind, working on Gemini Omni and Genie, with a focus on physical realism. Previously, I was an Applied Scientist at Amazon AGI, where I built Nova Canvas, Nova Reel, Titan Image Generator, and Custom Labels. I completed my PhD at University of Maryland, College Park, where I worked with Prof. Tom Goldstein and Prof. Hanan Samet on accelerating and understanding deep neural networks.

Projects

Genie 4 announcement artwork
Genie 4
Physics, GITL
Gemini Omni launch artwork
Gemini Omni Flash
Post-training
River landscape generated with Nova Canvas
Nova Canvas
Pre-training, modeling
Coastal reference image from the AWS Nova Reel demo
Nova Reel
Modeling
Iguana generated with Titan Image Generator
Titan Image Generator
Pre-training, modeling
Circuit board components detected by Custom Labels
Custom Labels
SFT, HPO, model selection

Selected Publications [Google Scholar]

2024

2023

2022

2020

2018

2017

Academic Services

Journal reviewer: JMLR, IJCV, TPAMI, TNNLS, TMM, and Neurocomputing.
Conference reviewer: NeurIPS, ICML, ICLR, ICCV, CVPR, ECCV, KDD, and AAAI.