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cs.LG2024
Navigating Chemical Space with Latent Flows
Guanghao Wei, Yining Huang, Chenru Duan +2
Recent progress of deep generative models in the vision and language domain has stimulated significant interest in more structured data generation such as molecules. However, beyon…
cs.LG2023
GraB-sampler: Optimal Permutation-based SGD Data Sampler for PyTorch
Guanghao Wei
The online Gradient Balancing (GraB) algorithm greedily choosing the examples ordering by solving the herding problem using per-sample gradients is proved to be the theoretically o…