{
  "summary": {
    "query": "video diffusion models parallel processing",
    "total_papers": 216,
    "unique_sources": 5,
    "year_range": {
      "min": 1990,
      "max": 2026
    },
    "citation_summary": {
      "total": 6265,
      "average": 142.4
    },
    "top_source": "offline_iclr",
    "papers_with_pdf": 80,
    "papers_with_doi": 46,
    "processing_steps": 14
  },
  "insights": [
    {
      "type": "trend",
      "title": "Publication Trend",
      "message": "Most papers (68) are from 2026",
      "data": {
        "year": 2026,
        "count": 68
      }
    },
    {
      "type": "source",
      "title": "Primary Source",
      "message": "offline_iclr contributes 96 papers (44%)",
      "data": {
        "source": "offline_iclr",
        "count": 96
      }
    },
    {
      "type": "author",
      "title": "Prolific Author",
      "message": "Ziwei Liu has 4 papers in this collection",
      "data": {
        "author": "Ziwei Liu",
        "count": 4
      }
    },
    {
      "type": "citation",
      "title": "Most Cited Paper",
      "message": "\"Video Diffusion Models...\" has 2179 citations",
      "data": {
        "title": "Video Diffusion Models",
        "citations": 2179
      }
    },
    {
      "type": "keywords",
      "title": "Hot Topics",
      "message": "Top keywords: diffusion, video, models, generation, parallel",
      "data": {
        "keywords": {
          "diffusion": 128,
          "video": 119,
          "models": 60,
          "generation": 43,
          "parallel": 26
        }
      }
    },
    {
      "type": "availability",
      "title": "Open Access",
      "message": "80/216 papers (37%) have direct PDF links",
      "data": {
        "with_pdf": 80,
        "total": 216
      }
    }
  ],
  "key_findings": [
    "Found 216 papers related to 'video diffusion models parallel processing'",
    "Papers collected from 5 sources: semantic_scholar, offline_iclr, offline_nips, offline_cvpr, arxiv",
    "Publication years range from 1990 to 2026",
    "Total citations: 6265, Average: 142",
    "Leading researchers: Ziwei Liu, Yanzhi Wang, Jong Chul Ye"
  ],
  "metadata": {
    "query": "video diffusion models parallel processing",
    "total_steps": 14,
    "last_updated": "2026-01-03T01:22:05.053318",
    "started_at": "2026-01-03T01:19:55.659540",
    "total_papers": 216
  },
  "is_complete": true
}