Joint Analysis of Single-Cell Data across Cohorts with Missing Modalities

no code implementations • 18 May 2024 • Marianne Arriola, Weishen Pan, Manqi Zhou, Qiannan Zhang, Chang Su, Fei Wang

Joint analysis of multi-omic single-cell data across cohorts has significantly enhanced the comprehensive analysis of cellular processes.

Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification

1 code implementation • 22 Oct 2019 • Uchenna Akujuobi, Han Yufei, Qiannan Zhang, Xiangliang Zhang

In this work, we study semi-supervised multi-label node classification problem in attributed graphs.

Classification General Classification +2

Recurrent Attention Walk for Semi-supervised Classification

1 code implementation • 22 Oct 2019 • Uchenna Akujuobi, Qiannan Zhang, Han Yufei, Xiangliang Zhang

We propose to explore the neighborhood in a reinforcement learning setting and find a walk path well-tuned for classifying the unlabelled target nodes.

Classification General Classification +1