scGTN: Deep Siamese Graph Transformer Network for Single-cell RNA Sequencing Clustering
scGTN:用于单细胞RNA测序聚类的深度孪生图变换网络
机构 * Sichuan University(四川大学) ; University of International Business and Economics(对外经济贸易大学) ; Great Bay University(大湾区大学) ; The Education University of Hong Kong(香港教育大学)
AI总结 提出scGTN框架,通过孪生图变换网络整合基因表达与细胞间结构信息,利用最优传输策略进行自监督聚类,在多个数据集上优于现有方法。
Comments Accepted by Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence (IJCAI 2026)