{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T08:32:55Z","timestamp":1773736375476,"version":"3.50.1"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T00:00:00Z","timestamp":1763424000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T00:00:00Z","timestamp":1763424000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,11,18]]},"DOI":"10.1109\/itsc60802.2025.11423301","type":"proceedings-article","created":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T20:10:23Z","timestamp":1773691823000},"page":"3340-3345","source":"Crossref","is-referenced-by-count":0,"title":["SCOPE-MoE: Supply Chain Forecasting with a Pretrained MoE-Based Large Time Series Model in E-Commerce"],"prefix":"10.1109","author":[{"given":"Shiyu","family":"Wang","sequence":"first","affiliation":[{"name":"ByteDance,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinyue","family":"Zhong","sequence":"additional","affiliation":[{"name":"ByteDance,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiawei","family":"Li","sequence":"additional","affiliation":[{"name":"Griffith University,Queensland,Australia,4222"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Baichuan","family":"Mo","sequence":"additional","affiliation":[{"name":"ByteDance,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhou","family":"Ye","sequence":"additional","affiliation":[{"name":"ByteDance,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ming","family":"Jin","sequence":"additional","affiliation":[{"name":"Griffith University,Queensland,Australia,4222"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/j.2158-1592.2001.tb00001.x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00313"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357883"},{"key":"ref4","author":"Ding","year":"2022","journal-title":"Multi-agent reinforcement learning with shared resources for inventory management"},{"key":"ref5","article-title":"Whittle index with multiple actions and state constraint for inventory management","volume-title":"in The Twelfth International Conference on Learning Representations","author":"Zhang"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE55515.2023.00269"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/icde55515.2023.00253"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441750"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20888"},{"key":"ref10","author":"Goswami","year":"2024","journal-title":"Moment: A family of open time-series foundation models"},{"key":"ref11","author":"Li","year":"2024","journal-title":"Unicl: A universal contrastive learning framework for large time series models"},{"key":"ref12","author":"Woo","year":"2024","journal-title":"Unified training of universal time series forecasting transformers"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1991.3.1.79"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2025.3554028"},{"key":"ref15","author":"Ramachandran","year":"2017","journal-title":"Searching for activation functions"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26317"},{"key":"ref17","author":"Wang","year":"2024","journal-title":"Timemixer: Decomposable multiscale mixing for time series forecasting"},{"key":"ref18","author":"Das","year":"2023","journal-title":"Longterm forecasting with tide: Time-series dense encoder"},{"key":"ref19","author":"Wu","year":"2022","journal-title":"Timesnet: Temporal 2d-variation modeling for general time series analysis"},{"key":"ref20","article-title":"Micn: Multi-scale local and global context modeling for long-term series forecasting","volume-title":"in The eleventh international conference on learning representations","author":"Wang","year":"2023"},{"key":"ref21","author":"Liu","year":"2023","journal-title":"itransformer: Inverted transformers are effective for time series forecasting"},{"key":"ref22","article-title":"A time series is worth 64 words: Long-term forecasting with transformers","volume-title":"in International Conference on Learning Representations","author":"Nie","year":"2023"},{"key":"ref23","first-page":"27268","article-title":"Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting","volume-title":"in International conference on machine learning. PMLR","author":"Zhou","year":"2022"},{"key":"ref24","article-title":"Crossformer: Transformer utilizing crossdimension dependency for multivariate time series forecasting","volume-title":"in The eleventh international conference on learning representations","author":"Zhang","year":"2023"},{"key":"ref25","first-page":"22419","article-title":"Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting","volume":"34","author":"Wu","year":"2021","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)","location":"Gold Coast, Australia","start":{"date-parts":[[2025,11,18]]},"end":{"date-parts":[[2025,11,21]]}},"container-title":["2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11422813\/11423000\/11423301.pdf?arnumber=11423301","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T06:25:07Z","timestamp":1773728707000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11423301\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,18]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/itsc60802.2025.11423301","relation":{},"subject":[],"published":{"date-parts":[[2025,11,18]]}}}