5 citations · 9 across the 13 of their papers we have counts for
6 papers · 1 filter
A Review of BioTree Construction in the Context of Information Fusion: Priors, Methods, Applications and Trends
Zelin Zang, Yongjie Xu, Chenrui Duan +4
Biological tree (BioTree) analysis is a foundational tool in biology, enabling the exploration of evolutionary and differentiation relationships among organisms, genes, and cells.…
BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Science
Xinna Lin, Siqi Ma, Junjie Shan +5
Pursuing artificial intelligence for biomedical science, a.k.a. AI Scientist, draws increasing attention, where one common approach is to build a copilot agent driven by Large Lang…
Set-CLIP: Exploring Aligned Semantic From Low-Alignment Multimodal Data Through A Distribution View
Zijia Song, Zelin Zang, Yelin Wang +5
Multimodal fusion breaks through the boundaries between diverse modalities and has already achieved notable performances. However, in many specialized fields, it is struggling to o…
FGBERT: Function-Driven Pre-trained Gene Language Model for Metagenomics
ChenRui Duan, Zelin Zang, Yongjie Xu +6
Metagenomic data, comprising mixed multi-species genomes, are prevalent in diverse environments like oceans and soils, significantly impacting human health and ecological functions…
Must: Maximizing Latent Capacity of Spatial Transcriptomics Data
Zelin Zang, Liangyu Li, Yongjie Xu +5
Spatial transcriptomics (ST) technologies have revolutionized the study of gene expression patterns in tissues by providing multimodality data in transcriptomic, spatial, and morph…
Deep Manifold Transformation for Protein Representation Learning
Bozhen Hu, Zelin Zang, Cheng Tan +1
Protein representation learning is critical in various tasks in biology, such as drug design and protein structure or function prediction, which has primarily benefited from protei…