2 papers
cs.CV2025
GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion
Yongjun Xiao, Dian Meng, Xinlei Huang +4
Effectively modeling multimodal spatial omics data is critical for understanding tissue complexity and underlying biological mechanisms. While spatial transcriptomics, proteomics,…
cs.LG2024
scFusionTTT: Single-cell transcriptomics and proteomics fusion with Test-Time Training layers
Dian Meng, Bohao Xing, Xinlei Huang +5
Single-cell multi-omics (scMulti-omics) refers to the paired multimodal data, such as Cellular Indexing of Transcriptomes and Epitopes by Sequencing (CITE-seq), where the regulatio…