Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:24:01.062073Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.03708.
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 2026-08-05T14:24:01.062073Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5bfdaaa1-765c-454c-91e0-940d43f6eebe · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e1d1030a-88db-443e-917e-1baa821ba65d · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1e2a21e2-631f-4fc5-b0ef-7d7ce7d8da6e · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f1259c7c-be16-43c6-ac6b-440e7df32de5 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27066628-3cb6-4b5a-8951-d99ee7f7bfab · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bae58d34-57a6-4c5a-ab2e-8d7c72cbfadb · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 51ea3db3-1f21-44ca-b77d-a73acfc738bf · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29a88b94-b5ab-4cc1-a774-75e4eb5ab434 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 431ab971-a77a-4720-9efe-0ba3a238e974 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 93db0311-6be3-45c8-84ac-5b31f39418d0 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9cec2497-22ad-4887-bd8d-c0110b110eb3 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bccd53ef-2465-43ae-b8cf-dcc47383bc18 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97f7fa49-7f82-4b4c-8634-88fc0467d134 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd5d9055-ddc1-40d1-950d-cc76130cb80c · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9cd0991-7089-423a-83b2-0649570c1dfd · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25e91c2f-579f-4e29-8be2-02b1c64c458f · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e13753a-0327-43e5-9226-ad45953d41f9 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c7fa91fd-1341-4e44-93fb-9048befb35c1 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding GPT-4o System Card
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71913fce-15be-4d3b-bd3b-961d5fed8a66 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac481d41-394d-4dad-9aa0-e85669cb3a66 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding MC$^2$: Multi-concept Guidance for Customized Multi-concept Generation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6120b948-5920-4c05-81a8-61ed105ef613 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 31c4ec04-3068-4446-9eec-1acbcc22a58f · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 027ad363-bc22-4bfc-98a3-e5c80b10e947 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bda8437d-b92b-4a0e-aef9-634dbac46bef · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 72e693c3-7010-433e-8b41-f44f47f16fbc · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6f4448f7-c28d-4614-a1f2-83a36e0c1af5 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 924c2b3c-d17b-43c6-bb3d-5413fe5a1e01 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7897ef3d-1d2d-4e3c-ae49-bcf9d717b941 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 19cb7611-d249-4adb-b77a-c8f7bef1d7e0 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 702d3fa3-ffbf-4d07-9462-cdf1e08a1532 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb2cc7d4-3211-4571-8568-875fe9d2ffff · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b4d8723-68b9-4856-bb50-c82696e9d170 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85a63c78-7090-4384-98bb-2072ca034f38 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a7c4a10c-e4bc-4663-8bcd-5998d8864483 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d27aabd8-e7aa-41ed-950f-4249f3a64282 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29aed802-cc8c-46ea-a5c8-1296fa2576e5 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27869a0e-3475-4404-b9b4-6804d4829ba6 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding In International conference on machine learning
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbe9a9b0-2cff-445b-bd72-44096e2795c4 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Denoising Diffusion Implicit Models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d930b8b-5bdb-4196-9cc2-aaba4963ed59 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5079089-e53c-42a9-8b25-4ad0818fc003 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 791bdf02-fdba-4ef7-944d-652a8dff14de · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 111b0380-c000-4d7e-8e58-5f1c50e520c5 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00715dda-f573-4884-9e18-d1898fd603ad · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6a18db9b-b0c0-46b1-a0ec-198e3b010778 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb25a89d-5f89-4138-bcef-525e43869a81 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c6b91bdd-83a0-4450-bda6-955a35a5ebf6 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6396fedb-4df0-4f15-a04a-a32255ba9974 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding bag-of-words
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation faca7c0c-2dfd-46cb-b81d-7d48e55fec49 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e36068da-480f-439f-81e1-cf7f6e6d7059 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7677a37f-d456-4020-a228-06e5ccbc03f2 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding In Proceedings of the 2021 conference on empirical methods in natural language processing
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5e7ae8f-b1fe-4ad1-82fc-c602a477be47 · outbound
MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding InThe Eleventh International Conference on Learning Represen- tations
Reference 2023
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.