Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T14:53:55.160230Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2605.01278.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T14:53:55.160230Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 02b05b0b-9886-49f0-91be-50230db68663 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Attention is All you Need , url =
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 89337321-dfcd-4a1e-aa58-647f0d8d9672 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce 2024 , publisher =
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 894bd2b8-fccf-4f7b-88cc-419d30824913 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0b750c23-582d-411b-8c6b-f4471abd93e8 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6c697902-535a-45ae-9367-ec565e9a49bc · outbound
Valley3: Scaling Omni Foundation Models for E-commerce EcomBench: Towards holistic evaluation of foundation agents in e-commerce
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ba0ccfff-9116-4322-8a59-833b73241bbb · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Towards Reliable Evaluation of Large Language Models for Multilingual and Multimodal
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f9003a2f-562e-4d78-a099-5f58f15ae510 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Hallucination of Multimodal Large Language Models: A Survey
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d5325ae4-9d62-4379-bbc3-b1f08273515a · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Hallucination Detection in
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 07f27bd0-9cf9-4fa0-8e77-50103088c31d · outbound
Valley3: Scaling Omni Foundation Models for E-commerce 2026 , publisher =
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d0cd9e2-b483-4630-b975-8e66b524090d · outbound
Valley3: Scaling Omni Foundation Models for E-commerce ACM Transactions on Multimedia Computing, Communications and Applications , year=
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1ef37fd2-13fc-4ecf-b1d5-f742be5620f9 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce 2025 , eprint=
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fc38bb14-bdf1-4ead-981a-64899ac9373c · outbound
Valley3: Scaling Omni Foundation Models for E-commerce 2025 , eprint=
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 84c66b5d-b402-4f2e-9c92-a08d1fc8b755 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce 2025 , eprint=
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4ddb5100-641f-4e7c-bf9c-873b782b1c35 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce 2025 , eprint=
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ae22aa52-cce1-40ac-ba03-a6a9093db064 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce 2024 , eprint=
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4d414011-a297-4c7c-b905-3cc985928e67 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Proceedings of the 32nd ACM International Conference on Multimedia , pages=
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8a35c740-d978-4e3f-81ed-69e4f3481997 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b8b75e9f-aa5f-42eb-889c-65938ee17d1e · outbound
Valley3: Scaling Omni Foundation Models for E-commerce 2025 , eprint=
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7aefc018-4641-4f3f-a88e-34da8c5f71a7 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce arXiv preprint arXiv:2410.17337 , year=
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9d995f9-6e31-4c73-8591-ae3925b6065c · outbound
Valley3: Scaling Omni Foundation Models for E-commerce arXiv preprint arXiv:2504.18428 , year=
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 278d90ab-976b-45b7-976e-72c0494ddb60 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce 2025 , eprint=
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3797202-ba53-4ee7-8aaf-b4d530ee71dc · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 84d5fe45-52db-475b-97ca-a42a1ff925d5 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Mm-deepresearch: A simple and effective multimodal agentic search baseline
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bad91cc7-b468-4379-89a7-8eafc46101e4 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Sakshi and Utkarsh Tyagi and Sonal Kumar and Ashish Seth and Ramaneswaran Selvakumar and Oriol Nieto and Ramani Duraiswami and Sreyan Ghosh and Dinesh Manocha , title =
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 27dfa946-46a5-4637-9ad5-0927bd68d987 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Freeman, Frédo Durand, Eli Shechtman, and Xun Huang
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a3e841cf-fbc4-4ee8-a112-989bbaea4e71 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1b78c4ad-4bf6-4c2b-8093-863ba5f60990 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Emogen: Emotional image content generation with text-to-image diffusion models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ef4e738c-7630-441e-9318-37dcaee67da5 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce MMMU-Pro
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cc8d736b-0426-495a-939d-e61afca46ca2 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Emogen: Emotional image content generation with text-to-image diffusion models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 79ec4162-4a7c-471d-bc6e-372a5d364dea · outbound
Valley3: Scaling Omni Foundation Models for E-commerce MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 872c1a1d-d7b2-4bf5-992a-6b9ee03be0aa · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Qwen3-Omni Technical Report
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2dfe2f60-4ea3-4639-965f-565770f02d10 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4e6a4d3c-ac88-4764-904a-02b6fb200ada · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Baichuan-omni-1.5 technical report
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 710392ab-ca53-4b79-9276-156cdd343d62 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Advances in Neural Information Processing Systems , volume=
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1f256362-ffdb-4a6b-bfac-9af589abdda7 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Ola: Pushing the Frontiers of Omni-Modal Language Model
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c5b0a5a6-d201-4577-9d07-a6f293c10be6 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce arXiv preprint arXiv:2501.04561 , year=
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 57496ab4-6ea3-47df-a213-7dbe23625719 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Proceedings of the Computer Vision and Pattern Recognition Conference , pages=
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation db69a147-e480-47d2-8c86-82c284b24251 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Megrez-Omni Technical Report
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eff16fa2-1576-49ba-9fc9-98fa1773dfcf · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Omni-video: Democra- tizing unified video understanding and generation
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5c55594a-f569-4f51-b672-4f5dc28f0ed4 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Qwen3.5-Omni: Scaling Up, Toward Native Omni-Modal AGI , url =
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8643d85f-3b65-4bfa-a4df-d7edb6562df4 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track) , pages=
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 61f61751-b79d-48c5-a74f-c7a423bf1379 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Proceedings of the 2025 2nd International Conference on Computer and Multimedia Technology , pages=
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 102d0f01-d1ee-4757-980b-cd310fbde2d4 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce LiLiuM: eBay's Large Language Models for e-commerce
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 142cb586-976b-4ac4-b6b5-480b532bc5ee · outbound
Valley3: Scaling Omni Foundation Models for E-commerce arXiv preprint arXiv:2508.12365 , year=
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a59a61e3-ccc4-42a3-8cbc-15a3959f6f9b · outbound
Valley3: Scaling Omni Foundation Models for E-commerce arXiv preprint arXiv:2511.13885 , year=
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 76fcae46-88ae-485b-a001-9a8a02027ae5 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce arXiv preprint arXiv:2601.21611 , year=
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 93930f41-7d0b-4f01-a270-4788f62e2e8d · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Compass-v3: Scaling Domain-Specific LLMs for Multilingual E-Commerce in Southeast Asia
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation be927e86-a13f-4d77-97d8-d28aa7a4f144 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 45932895-b687-4806-8858-2a5c5dc16a6b · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Proceedings of the AAAI conference on artificial intelligence , volume=
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 16096f67-1b91-411b-b1d4-c53d9c96d26b · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Proceedings of the 34th ACM International Conference on Information and Knowledge Management , pages=
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d4a1e4d3-5ead-451e-9da2-e69d111502cf · outbound
Valley3: Scaling Omni Foundation Models for E-commerce arXiv preprint arXiv:2602.12315 , year=
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 46d4d2f7-9b88-44bf-babc-686fae8b2b72 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4bc6cc79-2111-4e82-99cc-9e9d9cea8a9a · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Onemall: One model, more scenarios–end-to-end generative recommender family at kuaishou e-commerce
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 729af824-52f9-4c9b-85a2-8ce534d0d0b3 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce KuaiSearch: An E-Commerce Search Dataset with Authentic Queries and Product Texts for Recall, Ranking, and Relevance
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 81c2255b-4e49-474f-8c34-793f6145de02 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Valley2: Exploring Multimodal Models with Scalable Vision-Language Design
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6bfb35fa-075d-4764-b2d9-da745d9ff6d2 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Seed1.8 Model Card: Towards Generalized Real-World Agency
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9912a154-becb-4ac6-a5fb-fa0cd5fae76c · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Nature , volume=
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 25dec562-8356-4933-8ece-ad5cc04af776 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Zone of Proximal Development , isbn =
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9fe7653e-deae-411a-9d57-bc9bc3299b86 · outbound
Valley3: Scaling Omni Foundation Models for E-commerce Tongyi DeepResearch Technical Report
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.