activity
20192024
most citedReview of the mechanisms of SARS-CoV-2 evolution and transmission

12 citations · 84 across the 25 of their papers we have counts for

collaborators

27 papers

q-bio.QM2024

Drug Resistance Predictions Based on a Directed Flag Transformer

Dong Chen, Gengzhuo Liu, Hongyan Du +6

The continuous evolution of the SARS-CoV-2 virus poses a significant challenge to global public health. Of particular concern is the potential resistance to the widely prescribed d…

cs.AI2023

ChatGPT in Drug Discovery: A Case Study on Anti-Cocaine Addiction Drug Development with Chatbots

Rui Wang, Hongsong Feng, Guo-Wei Wei

The birth of ChatGPT, a cutting-edge language model-based chatbot developed by OpenAI, ushered in a new era in AI. However, due to potential pitfalls, its role in rigorous scientif…

cs.LG2023

Multi-objective Molecular Optimization for Opioid Use Disorder Treatment Using Generative Network Complex

Hongsong Feng, Rui Wang, Chang-Guo Zhan +1

Opioid Use Disorder (OUD) has emerged as a significant global public health issue, with complex multifaceted conditions. Due to the lack of effective treatment options for various…

q-bio.PE2022★ 1 cited

Emerging dominant SARS-CoV-2 variants

Jiahui Chen, Rui Wang, Yuta Hozumi +4

Accurate and reliable forecasting of emerging dominant severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants enables policymakers and vaccine makers to get prepared…

math.AT2022

Persistent Path Laplacian

Rui Wang, Guo-Wei Wei

Path homology proposed by S.-T.Yau and his co-workers provides a new mathematical model for directed graphs and networks. Persistent path homology (PPH) extends the path homology w…

stat.ML2022★ 8 cited

CCP: Correlated Clustering and Projection for Dimensionality Reduction

Yuta Hozumi, Rui Wang, Guo-Wei Wei

Most dimensionality reduction methods employ frequency domain representations obtained from matrix diagonalization and may not be efficient for large datasets with relatively high…