Scholar
Le Hou
Google Scholar ID: kQ0HeQIAAAAJ
Google Deepmind
Citations & Impact
Citations
27,017
H-index
37
i10-index
51
Publications
20
Co-authors
12
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Publications include but are not limited to:
- - Code for instruction tuning: Flan v2
- - SBU shadow dataset for Large Scale Shadow Annotation And Detection Using Lazy Annotation and Stacked CNNs
- - Code and data for Robust Histopathology Image Analysis: to Label or to Synthesize?
- - Individual lymphocyte classification dataset and related code
- - Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images
- - Squared Earth Mover's Distance Loss for Training Deep Neural Networks on Ordered-Classes
- - ConvNets with Smooth Adaptive Activation Functions for Regression
- - Nucleus classification dataset for Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images
Research Experience
- Now works at Google DeepMind; previously worked at Baidu.
Education
- PhD degree at Stony Brook University (advisor not mentioned).
Background
- Research of interests: deep learning, computer vision, natural language processing.
Miscellany
- Personal interests: board games, sim racing, and music.
