Paper Citation Record · LEDGER

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment

As of 12 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2607.25393.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.25393 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:38:21.347742Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy0
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 224033c7-99e5-485e-91da-00d5162ecb0a · outbound

This paper cites GPT-4 Technical Report.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.203195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e66fed-4cc9-4026-81cb-6ecc3a609250 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.207651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db9a3ed0-7254-4fab-8e0c-ed7a2091d54a · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.211006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d4ecd3c-20ed-487c-b80e-6b4c0c4328ed · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.214308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b323443-c956-4754-b110-99bfa03d68ad · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Gonzalez, Ion Stoica, and Eric P

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.218046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e9e41b9-cb46-4bfe-94b3-c8c5dda9ba58 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.221465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e3b31b-d599-4305-b96d-38973e789649 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.225178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d93e78-bb92-4b76-b8fd-b727750d363f · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.228463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa2b8a2-7ea3-4fb8-8f87-febe8ff6e6a1 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.231671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4199c555-493a-41fb-83a3-ab73c58d7c88 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.238108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8b2eed3-eedd-4053-a7d8-0b0ba3469e55 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.241206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73a63252-7071-46e9-bc9f-a157faaf6b92 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.244265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d594d74-7e54-44a3-8f28-7ee3da54f482 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.247541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eedd2dc4-5b05-4c84-b4c8-a4ce0b441865 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.250653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 238c93da-a448-4529-84fb-6db8ac9062af · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.253590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecb9a1de-9f1c-4a7d-96be-56f9f4b96a4d · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.260365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09e997b-f80c-4724-9ad8-72bebb5a7da4 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.267001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b9a160d-7db5-4c70-9cd5-41089512e6e6 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.270439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c0eb71-8bdc-417d-b51a-d3c5829c59a3 · outbound

This paper cites InInternational Conference on Medical Image Com- puting and Computer-Assisted Intervention.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment InInternational Conference on Medical Image Com- puting and Computer-Assisted Intervention

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.263453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64f102e6-c09a-41db-b6db-87e1731ef0da · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.276741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a83ec17d-27a6-4feb-baef-448dcebd7826 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.279753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6097cc69-1a1c-4823-8ce6-84f46cbaab1b · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.273655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d0bccf-1da9-4ab5-9aed-4e47f8faca25 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.289871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb99d6a5-d833-4d42-939a-2def6765f21d · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.293201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c6053e8-e91e-464c-ae58-df78e5459dfc · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.283081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b766fbe2-75a0-4292-b55d-683ac4d4640a · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.299351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1a6e437-7a79-4d1f-a71f-31f27f9222d8 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.302497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dca1a64d-c748-44ff-ae0c-0af1c582afd8 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.305449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2218e718-a111-4f7b-ac65-224da3e644e3 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.296335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c61aeef6-d398-4b2e-bca3-e4564be734ab · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.311089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea9112f-52d0-42ef-ac57-e98531f50dce · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.314174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 187a078d-b486-4f99-a475-40ec936a741c · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.316919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3909c7b7-781c-4aa8-83ea-5eaa4df92528 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.308270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a4cb66b-f334-43f3-92ec-f13dccc9a0e4 · outbound

This paper cites Qwen2 Technical Report.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Qwen2 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.322369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55725c04-5a57-40cf-b5aa-b8eb14d16e21 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.325578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 011ae737-453d-48e4-8d09-ddfc3c1d8d59 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.328422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b14b1a7-cd17-45bc-8162-338987026aec · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.319790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2b7dd7a-8817-4df7-9f02-1628b54b3169 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.338084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1692367-0f7a-42ea-9899-98d911055851 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.341508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a3486be-dac6-4ee3-8481-86a02ef2b641 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.344902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dbfefa7-6ea1-4c70-8515-1b19976dfced · outbound

This paper cites InProceedings of the 34th Interna- tional Joint Conference on Artificial Intelligence.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment InProceedings of the 34th Interna- tional Joint Conference on Artificial Intelligence

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.331306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ed18c3a-d026-4094-ad83-63106baf3056 · outbound

This paper cites A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.334325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ac03679-21d1-49bd-9b55-8faf864519f9 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.347742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21030afb-3b0d-417a-86eb-0f7725b8f39a · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.286509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52307f44-1aba-46f3-8eef-57c7dc73d5a1 · outbound

This paper cites an unresolved cited work.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.234814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 377a631d-1aa6-4425-9451-3ee203a948ad · outbound

This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Towards Reliable Stain Transfer: An Iterative Data-Model Co-Optimization Framework Based on Multimodal Expert-Guided Assessment InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T02:38:21.256661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.