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Moving from table to graph in physics-informed spatio-temporal symbolic regression. [PDF]
Lazebnik T, Liberzon A.
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TRACE-DDI: A Hybrid Framework of Transformer-GAT Context Encoder and Pathway-Anchored Knowledge Graphs for DDI Prediction. [PDF]
Kim J, Seo T, Jo K.
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Peierls Bounds from Toom Contours. [PDF]
Swart JM, Szabó R, Toninelli C.
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PathTIGR: A pathway topology-informed graph representation learning framework for immunotherapy response prediction. [PDF]
Li X +8 more
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DC-FusionGNN: A Dual-Channel Framework Integrating Global Self-Attention and Local Topology Learning for Identifying Key Resistance Genes Against <i>Fusarium graminearum</i> Infection in Maize. [PDF]
Dai Y +7 more
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SparsePool: A Graph Pooling Framework via Sparse Representation for Graph Classification. [PDF]
Li Z, Zhai X, Hu H, Liang J, Hu G.
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A Comprehensive Survey on Graph Neural Networks
IEEE Transactions on Neural Networks and Learning Systems, 2021Zonghan Wu, Shirui Pan, Guodong Long
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