most citedNode-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

cs.LG2024★ 1 cited

Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach

Haoyu Han, Juanhui Li, Wei Huang +5

Graph Neural Networks (GNNs) have proven to be highly effective for node classification tasks across diverse graph structural patterns. Traditionally, GNNs employ a uniform global…

q-bio.QM2023

Interpretable Modeling of Single-cell perturbation Responses to Novel Drugs Using Cycle Consistence Learning

Wei Huang, Aichun Zhu, Hui Liu

Phenotype-based screening has attracted much attention for identifying cell-active compounds. Transcriptional and proteomic profiles of cell population or single cells are informat…