3 papers
q-bio.QM2024
ProteinRPN: Towards Accurate Protein Function Prediction with Graph-Based Region Proposals
Shania Mitra, Lei Huang, Manolis Kellis
Protein function prediction is a crucial task in bioinformatics, with significant implications for understanding biological processes and disease mechanisms. While the relationship…
q-bio.GN2024
A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis
Lei Huang, Lei Xiong, Na Sun +3
The rapid advancement of single-cell ATAC sequencing (scATAC-seq) technologies holds great promise for investigating the heterogeneity of epigenetic landscapes at the cellular leve…
cs.CY2024
Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning
Xiuqin Zhong, Shengyuan Yan, Gongqi Lin +5
In the context of online education, designing an automatic solver for geometric problems has been considered a crucial step towards general math Artificial Intelligence (AI), empow…