4 papers
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…
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP
Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei +6
The advancement in healthcare has shifted focus toward patient-centric approaches, particularly in self-care and patient education, facilitated by access to Electronic Health Recor…
GPU Scheduler for De Novo Genome Assembly with Multiple MPI Processes
Minhao Li, Siyu Wang, Guanghao Wei
Genome assembly is one of the most important tasks in computational biology. ELBA is the state-of-the-art distributed-memory parallel algorithm for overlap detec…
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…