Empowering Heterogeneous Graph Foundation Models via Decoupled Relation Alignment

arXiv 2605.00731•17855e30b940bc1b6c7346a7c916d7e551d6676a1a8d818751f8ca5766776de6
Aitchison embeddingsDRSAFMAFairness Monitor AgentGRE-MCLLM-generated codeSocialBias-Benchbenchmarkingcompositional embeddingsfairness in code generationfeature-structure decouplingfew-shot transfergraph foundation modelsgraph retrievalgraph transformerheterogeneous graphsmodality completionmulti-agent pipelinesmulti-domain graphsmultimodal recommendationplug-and-play preprocessingrelation alignmentsimplex representations','ILR coordinatessocial biassparse-routing codebook

Paper metadata

arXiv ID
2605.00731
Version
Not specified by this published record
Category
Computer Science — Social and Information Networks (cs.SI)

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Evidence and limitations

Source ID
arxiv_cs_si
Record identifier
17855e30b940bc1b6c7346a7c916d7e551d6676a1a8d818751f8ca5766776de6
Enrichment time
2026-05-04T08:52:15Z
AI-assisted enrichment
Yes

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Empowering Heterogeneous Graph Foundation Models via Decoupled Relation Alignment · Baitaphish