Topological Preservation in Temporal link prediction
We study the preservation of topological characteristics within the temporal link prediction architectures while proposing a model of our own.
Campos, Marco Vinicio↗
Engineering topics
Campos, Marco Vinicio
Publications and source records attributed to Campos, Marco Vinicio.
Graph Attention Embeddings as a Causal Lens in Temporal Link Prediction
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Krofcheck, Daniel Joseph↗
Arbitrary Autoencoder Injection for Interpretability Experimentation
Goes over a simple software library (Python) for utilizing sparse autoencoders for more models than just language models.
Campos, Marco Vinicio↗
Zigzag Persistence as a Measure of Topology Preservation in Temporal Link Prediction
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Xi, Michael↗
Graph Attention Embeddings as a Causal Lens in Temporal Link Prediction
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Simpson, Sarah Elizabeth↗
Topological Preservation in Temporal Link Prediction
Poster presentation for the Student Intern Symposium introducing zig-zag persistence (ZZP) and a minor result showing that a temporal link prediction model was able to create a representation which preserved the dynamic topology of the trained data.
Campos, Marco Vinicio↗
Analyzing Graph Attention Network latent representations to uncover insights in temporal link prediction
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Doyle, Casey Lane↗