BWhat changed
Decomposed heterogeneous entity interactions into bipartite views, aggregated each view's sampled visual/textual neighborhood with a Transformer and fused the resulting view embeddings through another attention layer.
Scientific scope
Decomposed heterogeneous entity interactions into bipartite views, aggregated each view's sampled visual/textual neighborhood with a Transformer and fused the resulting view embeddings through another attention layer. A distinct heterogeneous-view fusion extension, not another count for PinSage deployment or its original sampler. Reuses Pixie and distributed data workflows. View decomposition, stored neighborhoods and selected losses constrain expressiveness and cost; v1's template DOI/venue placeholders are not exported as valid publication facts.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. A distinct heterogeneous-view fusion extension, not another count for PinSage deployment or its original sampler. Reuses Pixie and distributed data workflows. View decomposition, stored neighborhoods and selected losses constrain expressiveness and cost; v1's template DOI/venue placeholders are not exported as valid publication facts.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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