Graph Neural Networks for Multimodal Single-Cell Data Integration

多模态单细胞数据整合的图神经网络.

MatchCLOT: Single-Cell Modality Matching with Contrastive Learning and Optimal Transport

MatchCLOT: 通过对比学习和最优传输实现单细胞模态匹配.

Cross-Linked Unified Embedding for cross-modality representation learning

跨模态表示学习的交叉链接统一嵌入.

Explainable multi-task learning for multi-modality biological data analysis

多模态生物数据分析的可解释性多任务学习.

scCLIP: Multi-modal Single-cell Contrastive Learning Integration Pre-training

scCLIP：多模态单细胞对比学习整合预训练.

scMamba: A Scalable Foundation Model for Single-Cell Multi-Omics Integration Beyond Highly Variable Feature Selection

scMamba：超越高可变特征选择的单细胞多组学整合的可扩展基础模型.