{"work":{"id":"6179c0bb-4911-4be4-89c8-a387d39c8459","openalex_id":null,"doi":null,"arxiv_id":"2510.15870","raw_key":null,"title":"Omnivinci: Enhancing architecture and data for omni-modal understanding LLM.CoRR, abs/2510.15870, 2025","authors":null,"authors_text":"Hanrong Ye, Chao-Han Huck Yang, Arushi Goel, Wei Huang, Ligeng Zhu, Yuanhang Su, Sean Lin, An-Chieh Cheng, Zhen Wan, Jinchuan Tian, Yuming Lou, Dong Yang, Zhijian Liu, Yukang Chen, Ambrish Dantrey, Ehsan Jahangiri, Sreyan Ghosh, Daguang Xu,","year":2025,"venue":null,"abstract":null,"external_url":"https://arxiv.org/abs/2510.15870","cited_by_count":null,"metadata_source":"arxiv_reference","metadata_fetched_at":"2026-07-04T16:49:57.263774+00:00","pith_arxiv_id":null,"created_at":"2026-05-10T07:11:53.711918+00:00","updated_at":"2026-07-04T16:49:57.263774+00:00","title_quality_ok":true,"display_title":"Omnivinci: Enhancing architecture and data for omni-modal understanding llm","render_title":"Omnivinci: Enhancing architecture and data for omni-modal understanding llm"},"hub":{"state":{"work_id":"6179c0bb-4911-4be4-89c8-a387d39c8459","tier":"hub","tier_reason":"10+ Pith inbound or 1,000+ external citations","pith_inbound_count":17,"external_cited_by_count":null,"distinct_field_count":3,"first_pith_cited_at":"2025-11-18T15:22:32+00:00","last_pith_cited_at":"2026-06-25T12:40:39+00:00","author_build_status":"not_needed","summary_status":"needed","contexts_status":"needed","graph_status":"needed","ask_index_status":"not_needed","reader_status":"not_needed","recognition_status":"not_needed","updated_at":"2026-08-22T15:49:47.825557+00:00","tier_text":"hub"},"tier":"hub","role_counts":[{"context_role":"background","n":4},{"context_role":"baseline","n":2}],"polarity_counts":[{"context_polarity":"background","n":4},{"context_polarity":"baseline","n":2}],"runs":{},"summary":{},"graph":{},"authors":[]}}