{"work":{"id":"7560cb29-00fe-4569-acdb-f1c9a0b302dc","openalex_id":null,"doi":null,"arxiv_id":"2409.16040","raw_key":null,"title":"Time- moe: Billion-scale time series foundation models with mixture of experts.arXiv preprint arXiv:2409.16040, 2024","authors":null,"authors_text":"Qi Zhang, Qingsong Wen, Yihang Wang, Peng Chen, Aoying Zhou, and Bin Yang","year":2024,"venue":null,"abstract":null,"external_url":"https://arxiv.org/abs/2409.16040","cited_by_count":null,"metadata_source":"arxiv_reference","metadata_fetched_at":"2026-06-30T14:54:45.215791+00:00","pith_arxiv_id":null,"created_at":"2026-05-10T20:50:47.006426+00:00","updated_at":"2026-06-30T14:54:45.215791+00:00","title_quality_ok":true,"display_title":"Time-moe: Billion-scale time series foundation models with mixture of experts","render_title":"Time-moe: Billion-scale time series foundation models with mixture of experts"},"hub":{"state":{"work_id":"7560cb29-00fe-4569-acdb-f1c9a0b302dc","tier":"hub","tier_reason":"10+ Pith inbound or 1,000+ external citations","pith_inbound_count":14,"external_cited_by_count":null,"distinct_field_count":4,"first_pith_cited_at":"2025-06-13T07:13:05+00:00","last_pith_cited_at":"2026-05-31T15:20:14+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":"2026-07-01T17:41:25.643969+00:00","tier_text":"hub"},"tier":"hub","role_counts":[{"context_role":"background","n":2},{"context_role":"baseline","n":1}],"polarity_counts":[{"context_polarity":"background","n":2},{"context_polarity":"baseline","n":1}],"runs":{},"summary":{},"graph":{},"authors":[]}}