CoPersona introduces a multiplex persona graph for facet-level peer alignment and a dual-branch retrieval-plus-reasoning architecture to improve LLM personalization under sparse and biased user interaction data.
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Pith papers citing it
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2026 2representative citing papers
DLH and DLH-M use distance-aware labeling sets compressed via hashing to support graph range filters in filtered ANN, delivering up to 70.3% higher throughput at over 98.5% recall.
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CoPersona: Collaborative Persona Graphs for Robust LLM Personalization
CoPersona introduces a multiplex persona graph for facet-level peer alignment and a dual-branch retrieval-plus-reasoning architecture to improve LLM personalization under sparse and biased user interaction data.
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Approximate Nearest Neighbor Search with Graph Range Filters
DLH and DLH-M use distance-aware labeling sets compressed via hashing to support graph range filters in filtered ANN, delivering up to 70.3% higher throughput at over 98.5% recall.