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Paper Citation Record · LEDGER

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction

As of 20 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2507.04613.

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

pith.paper-citation-record.v1
2507.04613 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:49:19.960901Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

31 of 31 outbound references displayed

  • verified exact1
  • verified fuzzy27
  • unresolved2
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5c5cfbe-3d47-42b2-9c9e-37b90860c5f7 · outbound

This paper cites an unresolved cited work.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:49:29.469784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:15.527091Z digest=sha256:5bcf6fcacfc5dd8c285bfc9ff8c478af99ae2128ec1a435ebab439db9217e5ad

Observation c05134f9-e817-411f-8752-af0ca7a6540c · outbound

This paper cites an unresolved cited work.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction Unresolved cited work

Reference 2

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raw_fallback, observed 2026-08-06T19:49:29.223687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:15.649498Z digest=sha256:f38986229525bae22e09ac50c1ceaa8b70b73956a90ec16a4d9fda3b5a9ead9f

Observation 2600c985-afb9-473d-8351-7830fcf7a059 · outbound

This paper cites and Zou, J.: A visual–language foundation model for pathology image analysis using medical twitter.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Zou, J.: A visual–language foundation model for pathology image analysis using medical twitter

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:28.945012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:15.785327Z digest=sha256:1092140fe9879849286f2a9c205cd22f7abe9a7c47dd917875b69ac035bcbb54

Observation 713e5e68-3ed1-4c21-a993-9218c75e5a40 · outbound

This paper cites In: de Bruijne, M., et al.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction In: de Bruijne, M., et al

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:28.721668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:15.914053Z digest=sha256:f9e6d884d30e2a658cebf9f080050aa490c062af73be191bb4c4407c3aea9fca

Observation e918f259-1f87-4ee2-a0ec-ab4d2e8b4e58 · outbound

This paper cites and Liu, B : Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Liu, B : Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:28.404810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:16.037973Z digest=sha256:1c817b80a452870e22102af802f5d7e5305b7794bebd5a675c5adba43cd67d26

Observation d5d5fe6a-d5e3-493a-b151-2787d992cae8 · outbound

This paper cites and Welling, M.: Attention-based deep multiple instance learning.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Welling, M.: Attention-based deep multiple instance learning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:28.099236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:16.170096Z digest=sha256:e3c05623411abcd21ab0770aa7bad0494c5f1d2dc31e1fe0d80f9eecbbc23c8a

Observation 8ad6af99-ad48-4d4a-8245-9d2494974b17 · outbound

This paper cites and Ji, X .: Transmil: Transformer based correlated multiple instance learning for whole slide image classification.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Ji, X .: Transmil: Transformer based correlated multiple instance learning for whole slide image classification

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:27.796073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:16.299848Z digest=sha256:2dfa60e03be606398096ac334511f8340815e72f335cc740618b403e08a5e1ca

Observation c65d0473-548e-4158-8660-1853019c5270 · outbound

This paper cites and Mahmood, F.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Mahmood, F

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:27.514648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:16.427117Z digest=sha256:b23f001302ec95e7f76fa3f149143a6b91c1a42df8d4086b9f2bc16d0636b418

Observation 5dfc1285-d928-4a8d-85af-d821cca1480c · outbound

This paper cites and Fu, B.: Advmil: Adversarial multiple instance learning for the survival analysis on whole-slide images.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Fu, B.: Advmil: Adversarial multiple instance learning for the survival analysis on whole-slide images

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:27.202927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:16.584453Z digest=sha256:2ab24715bb12559669b4d41f52fe9d4956eadce894c52a6c7a9554b83e6c7e9b

Observation e615ae26-7dad-409b-9d3a-d0cd8234fdd1 · outbound

This paper cites and Hassanpour, S.: MHAttnSurv: Multi-head attention for sur- vival prediction using whole -slide pathology images.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Hassanpour, S.: MHAttnSurv: Multi-head attention for sur- vival prediction using whole -slide pathology images

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:26.937612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:16.767954Z digest=sha256:67b2cbab09c9fbff68900fedbf714856a610819fbb84f5a9c23e4a03020eb95e

Observation 8e66402e-6983-4efd-bc45-84870ca58429 · outbound

This paper cites and Zhang, J.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Zhang, J

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:26.705380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:16.891484Z digest=sha256:6763c74ce63dbe360b61ff56b259d2add5bccc747ea54d657a8cbaebd1f8dfba

Observation 92fd6e6c-70c8-4ffb-a733-ec44b574b003 · outbound

This paper cites and Xu, Y.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Xu, Y

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:26.402201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:17.010313Z digest=sha256:e6ec3a477dc2d4478acf8bb29ef624af3de244db2f1d8b67e5ed27237de863f7

Observation 26a6153d-42f4-4bfb-8af2-7e2fb16aaa39 · outbound

This paper cites IEEE Trans.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction IEEE Trans

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:17.081197Z digest=sha256:b3643f7db5b7487bba39491ff3b5ea683885132d7c3525312ee6f40c50ae1592

Observation e2a06db5-4f01-434d-8b96-50b21db6d9ae · outbound

This paper cites and Jiang, Y.: Actionclip: Adapting language -image pretrained models for video action recognition.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Jiang, Y.: Actionclip: Adapting language -image pretrained models for video action recognition

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:25.804208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:17.170637Z digest=sha256:64454f30a72f09ca3b3d04ea190d288f474ce7080ea178a04e9b345411575978

Observation b6cbef76-d961-48b5-977d-3d0ec864a5b7 · outbound

This paper cites and Li, S.: VCLIPSeg: Voxel -Wise CLIP -Enhanced Model for Semi-supervised Medical Image Segmentation.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Li, S.: VCLIPSeg: Voxel -Wise CLIP -Enhanced Model for Semi-supervised Medical Image Segmentation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:25.541046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:17.300682Z digest=sha256:c046ef405c3426f50d7fe80e9a2609a2e92a3939c644b402c89ca9c4b4409b15

Observation 34437dd7-417e-4d15-8640-5dd2b34499a7 · outbound

This paper cites and Zhou, X.: Mediclip: Adapting clip for few-shot medical image anomaly detection.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Zhou, X.: Mediclip: Adapting clip for few-shot medical image anomaly detection

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:25.279206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:17.442615Z digest=sha256:489f0e5728b2dc1d49a9691a304bb341fcdb33a01d749b9f4ef6a17dd30ea3e2

Observation ad3d597d-5347-4d42-8936-c5a7c769206f · outbound

This paper cites and Park, S.H.: Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Park, S.H.: Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:25.066452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:17.575370Z digest=sha256:188254135985888f47c9f7e2cf63b46df22568267a93ae24cc89bfd81dfc88a5

Observation d6435a7a-a434-4cbb-b79f-fef120718839 · outbound

This paper cites and Yuan, Y., MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Yuan, Y., MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:24.773990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:17.760780Z digest=sha256:62d0ccbb346890f6f09a92569d43ec4322501aa94fb164f5c684d97a4ecf4699

Observation 2bf20949-43f8-4fb8-b25a-6e552b67b946 · outbound

This paper cites In: Greenspan, H., et al.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction In: Greenspan, H., et al

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:24.411186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:17.913169Z digest=sha256:d402372e0182d70e593a862c89237a626049851c0de663f73f7586d54b7b3117

Observation fe9d0a0b-167e-4338-a825-02dcc940cda5 · outbound

This paper cites and Song, Z.: The rise of ai language pathologists: Exploring two- level prompt learning for few-shot weakly-supervised whole slide image classification.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Song, Z.: The rise of ai language pathologists: Exploring two- level prompt learning for few-shot weakly-supervised whole slide image classification

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:23.624009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:18.303619Z digest=sha256:dbae3eeaea14c370ab3fd666171c3765c0e3af33e3880c4d0c22b0f490547105

Observation adcc7a7e-2d97-473f-b7a2-7280a98d90f6 · outbound

This paper cites Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:49:20.307341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:18.412910Z digest=sha256:6d82e5214769d2c51a723992bfd0d19d828e5dba93fe3af573ddc0484f6ce630

Observation 0b2a3877-c551-4637-84f5-c48ef2dc2313 · outbound

This paper cites and Park, S.H.: Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Park, S.H.: Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:23.249318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:18.577905Z digest=sha256:25f3413b8de96134ce910c9c343354dfeb858590e2f05a05a59be9c0b0ff3d30

Observation f738b80f-f797-41d5-a376-147df03c5800 · outbound

This paper cites In: Leonardis, A.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction In: Leonardis, A

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:22.844856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:18.740444Z digest=sha256:87c7bd50d32e6afd079e75ac3277d766cc51d4b1a2def056cde6590a58eb8901

Observation 935e6bef-0ecc-487e-8f40-fbf0cca94c5e · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition, pp.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction In: Proceedings of the IEEE/CVF Conference on Com- puter Vision and Pattern Recognition, pp

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:22.516289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:18.917722Z digest=sha256:48e406329290bfebb5a739f427ebd02bd79ec01b41e2540eda3b2554bf05b782

Observation 098521d9-e473-429f-88ff-d9b18c63a98d · outbound

This paper cites and Mahmood, F., Multimodal Prototyping for cancer survival prediction.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Mahmood, F., Multimodal Prototyping for cancer survival prediction

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:22.233754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:19.059115Z digest=sha256:18f3a0051d5e3507ba0d7b96bafec620479d2458213205544f555bd01e9d9e7b

Observation 1831a8b1-68be-4688-bf9e-dbdf29872a12 · outbound

This paper cites and Chen, H.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Chen, H

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:21.961666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:19.215405Z digest=sha256:3b1bd9f9d5bbb69ce1f5e897a65a7bc92740def665d2046a8b93c622be58310e

Observation 28c57d4e-8cdf-4f7e-9746-9f5b7e38fbb4 · outbound

This paper cites and Schmid, M., Bias in cross-entropy-based training of deep survival networks.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Schmid, M., Bias in cross-entropy-based training of deep survival networks

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:21.593810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:19.355239Z digest=sha256:b0418f25f07319e19cb345373cdde30004e559352df74e14c6410b84c7e8579c

Observation 2cbf3098-136d-4b8e-a1eb-532133fede33 · outbound

This paper cites and Eliceiri, K.W.: Dual-stream multiple instance learning network for whole slide image classification with self -supervised contrastive learning.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Eliceiri, K.W.: Dual-stream multiple instance learning network for whole slide image classification with self -supervised contrastive learning

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:21.286814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:19.511036Z digest=sha256:5b02b12d13eb392aef1e8b47f850eab2c9c0dcd018089a7f5d1851c35ffc918d

Observation 1a1cc33c-9773-43e8-adfe-aee7e6f2af76 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:20.919917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:19.778559Z digest=sha256:1b583514b527e2b116aa7de0b5e2b73d610f81d154853029e92d1df5dee6ea40

Observation 41bf5f38-6922-4a3e-9fa8-4bd0d6d49978 · outbound

This paper cites and Liu, Z.: Conditional prompt learning for vision-language models.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction and Liu, Z.: Conditional prompt learning for vision-language models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:49:20.603140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:19.960901Z digest=sha256:8de16087f75ae6155dbb2db65ed585d46caaf67330777e5522d8dbb75f9ba2b8

Observation b1dfce61-2358-4372-a85c-7bdbdb51ffcb · outbound

This paper cites an unresolved cited work.

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction Unresolved cited work

Reference 282

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T19:49:23.988998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T19:49:18.123412Z digest=sha256:22641ff4f70b0094cd46e389c986e44409c937ca962e5d3e95be4b54de02c491

Pith citing papers

No inbound Pith citation observations are available.