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HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation has 11 facts recorded in Dontopedia across 1 reference, with 1 live disagreement.

11 facts·5 predicates·1 sources·1 in dispute

Mostly:has author(6), rdf:type(1), has publication date(1)

Maturity scale raw canonical shape-checked rule-derived certified

Other facts (10)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

10 facts
PredicateValueRef
Has AuthorJunyi Chen[1]
Has AuthorLu Chi[1]
Has AuthorSiliang Xu[1]
Has AuthorShiwei Ran[1]
Has AuthorBingyue Peng[1]
Has AuthorZehuan Yuan[1]
Rdf:typeAcademic Paper[1]
Has Publication Date2025-08-25[1]
Has Arxiv Id2508.18118v1[1]
Has SummaryIntroduces a hierarchical LLM framework for scalable personalized content generation, improving efficiency and effectiveness in industrial applications like advertising.[1]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

11 undated
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typeblah/omega/429
ex:AcademicPaper
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labelblah/omega/429
HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation
—
hasAuthorblah/omega/429
ex:junyi-chen
—
hasAuthorblah/omega/429
ex:lu-chi
—
hasAuthorblah/omega/429
ex:siliang-xu
—
hasAuthorblah/omega/429
ex:shiwei-ran
—
hasAuthorblah/omega/429
ex:bingyue-peng
—
hasAuthorblah/omega/429
ex:zehuan-yuan
—
hasPublicationDateblah/omega/429
2025-08-25
—
hasArxivIdblah/omega/429
2508.18118v1
—
hasSummaryblah/omega/429
Introduces a hierarchical LLM framework for scalable personalized content generation, improving efficiency and effectiveness in industrial applications like advertising.

References (1)

1 references
  1. [1]42911 facts
    ctx:discord/blah/omega/429
    • full textomega-429
      text/plain3 KBdoc:agent/omega-429/6611a74c-d558-4af1-83c7-1408624ac063
      Show excerpt
      [2025-11-30 05:16] omega [bot]: ✅ Responding (99% confidence) ||📋 Reason: AI: The message 'Search arXiv for papers about HLLM' contains no explicit rejection signals (Level 1). It is an indirect request to Omega in the #omega channel to per…

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