Search Results for author: Guanghao Wei

Found 3 papers, 3 papers with code

Navigating Chemical Space with Latent Flows

1 code implementation7 May 2024 Guanghao Wei, Yining Huang, Chenru Duan, Yue Song, Yuanqi Du

In this paper, we propose a new framework, ChemFlow, to traverse chemical space through navigating the latent space learned by molecule generative models through flows.

Efficient Exploration

README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP

1 code implementation24 Dec 2023 Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei, Hieu Tran, Zhangqi Duan, Sunjae Kwon, Zhichao Yang, README annotation team, Hong Yu

The advancement in healthcare has shifted focus toward patient-centric approaches, particularly in self-care and patient education, facilitated by access to Electronic Health Records (EHR).

GraB-sampler: Optimal Permutation-based SGD Data Sampler for PyTorch

1 code implementation28 Sep 2023 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 optimal solution that guarantees to outperform Random Reshuffling.

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