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Paper Citation Record · LEDGER

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling

As of 20 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 2 inbound Pith citation observations for arXiv:2508.05634.

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

pith.paper-citation-record.v1
2508.05634 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:13:35.659019Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:22:07.305690Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T00:22:07.386645Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved58
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3cf0f33c-08aa-433a-a9eb-88ef20596ace · outbound

This paper cites Moment&Cross: Next-Generation Real-Time Cross-Domain CTR Prediction for Live-Streaming Recommendation at Kuaishou.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Moment&Cross: Next-Generation Real-Time Cross-Domain CTR Prediction for Live-Streaming Recommendation at Kuaishou

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:29.742450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:29.742450Z digest=sha256:e81ead5287a39dac51d02867db0669b9edf05cfa1cbb5c56e8732ba16081eb8c

Observation fcce7927-8097-4990-bba2-3605988aaa1c · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:40.956287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:29.820895Z digest=sha256:1a59a0b9f122bdcf0cbd21cdd1ab55b5602d44a973094443824f884064e7ea45

Observation 0e5c14d9-067b-41c8-b719-5af4c8f668c3 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:29.863408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:29.863408Z digest=sha256:d39e8a649efb7f67142246afcb25264aadf23e16d764b39d2439fe4e2ef8512f

Observation b277b279-5540-42dc-8bc2-144ebf57da43 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:40.685121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:30.023766Z digest=sha256:8ad705f21b3cecef53400adfa1924754e85377c92a259fc9b24a35a1888065ef

Observation 0c66da85-06a7-49b8-ae49-b13d125167b2 · outbound

This paper cites ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:30.084484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:30.084484Z digest=sha256:1ae734bdad5699b1be3fcb8f169747c9023b34a0ae9ba62d1e6f62a9d90005f5

Observation 26f6e055-ac24-4d9c-8feb-f2f8c354ee74 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:40.464522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:30.146193Z digest=sha256:1c92b0b4d536ea315f552b8554d974655bf7198457ca11d13d1c416848429425

Observation 0ceb19b9-84e9-4d0a-a0a0-e19a399caa9c · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:40.260330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:30.240170Z digest=sha256:9169acaf7c854b9015f3e12825721256e0a4d4a6048a82100a34280a2646ed7a

Observation 8657737c-56a3-4ecd-865d-726e75281352 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:40.011608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:30.314211Z digest=sha256:a3c5716b115d282405c0483a96dbfe488d42bb746134648428b65c006ebfe814

Observation 3aadd4ff-8673-4207-9c75-52a23ec0e8dd · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:30.448236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:30.448236Z digest=sha256:69a70eb0dc82129e412308b8ced1e4e30254fe7b97fa35608b02a60a23aed3ab

Observation 0140d9cb-2155-4d52-b7aa-c9bd2a3cfb81 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:39.791188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:30.586874Z digest=sha256:4b5ecea0fc9d21489682278b4fc3b5148257e169372b340ae984d06aeb284ac1

Observation 17ce0eed-7f99-42e6-89ae-355c8ef61285 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:39.621559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:30.698091Z digest=sha256:440ece544da17faa6c8c8250b3cc4276a87372f4a271786ee99ebbd4930a9a28

Observation 3abcafae-fc78-4abe-99c9-1e5e64b9a02e · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:30.795575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:30.795575Z digest=sha256:a5503f56801a8347f69d30c8eeb7c5cbba714328ee2a2b98d627c68ef564d99e

Observation a72e5a1b-bbf8-4bc0-8335-74e5a50719eb · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:30.931993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:30.931993Z digest=sha256:14cbc46bcac74487018a3a24720a8e827648fd38c5813795f2c9381c7c567292

Observation ade612f0-64df-439d-b1b3-97086e478eee · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:31.057319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:31.057319Z digest=sha256:7de50296eceebdf96a80a0613b5597473a3473ce8557ac12f01fd14122ab274b

Observation 067257aa-39b6-4531-9bb0-a839501450e0 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:39.230993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:31.280313Z digest=sha256:4c9a9e6e73825558f7e3ba57c410942b7a9265554ad6da5c68665e610a550613

Observation d45f09aa-ac8b-4e6d-bf54-b8852742fd68 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:31.391641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:31.391641Z digest=sha256:c3bca336b88f8da7964a1a5bab8a62b7114b596418cd1dc8e60b5dc1e87c5407

Observation 79542a4c-36db-47f2-8448-29d08f497615 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:39.035299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:31.495030Z digest=sha256:dc8b25ce3c312ef93e0f395143d56b3de41fb9e9ba1c3648b92fa29cdec3b857

Observation 49c246d6-b5f0-4f98-8db9-29b1f9b8a008 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:31.590395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:31.590395Z digest=sha256:078136643b879da77689697e93ffd5afc6fd183194712a924966009b9336926d

Observation 27c861d5-361b-4842-bba7-f9541d2fbf3c · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:31.684320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:31.684320Z digest=sha256:ea1d5ad79925c682d327f8b8c7f2efcfde2a7e82c718e9fd5032a76b72f29e53

Observation 17a7b72b-0789-4234-961d-59111ad1023d · outbound

This paper cites FARM: Frequency-Aware Model for Cross-Domain Live-Streaming Recommendation.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling FARM: Frequency-Aware Model for Cross-Domain Live-Streaming Recommendation

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:31.823713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:31.823713Z digest=sha256:577b7df4b1f850677af5773796f10582149fe3639e6eb35f433d597b85083ad4

Observation d24f05ee-8085-4797-b297-64dcde4e1c13 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:31.952997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:31.952997Z digest=sha256:5ec811e8d9d0669e916b38e9dc524eb1a452d2c1c5665bd14c9c8ce4a248c2d3

Observation 52c6e07d-ae57-4c35-9a6c-ad71de037b02 · outbound

This paper cites Ensure Timeliness and Accuracy: A Novel Sliding Window Data Stream Paradigm for Live Streaming Recommendation.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Ensure Timeliness and Accuracy: A Novel Sliding Window Data Stream Paradigm for Live Streaming Recommendation

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:32.110060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:32.110060Z digest=sha256:0731c79d631d8b0662b6164c3cf83d4eedbcb2a106fe98ce0087fc156d126c2d

Observation e4bf83e3-4658-4e17-bac1-60e033083a92 · outbound

This paper cites LLM-Alignment Live-Streaming Recommendation.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling LLM-Alignment Live-Streaming Recommendation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:32.213548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:32.213548Z digest=sha256:6bf68585d1f7de5309e8f9f5bf9d8f40a4a9cf05299eefd87ad36169c26cc8a8

Observation de53762d-4928-4fc2-8638-68c87a5b4dca · outbound

This paper cites LiveForesighter: Generating Future Information for Live-Streaming Recommendations at Kuaishou.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling LiveForesighter: Generating Future Information for Live-Streaming Recommendations at Kuaishou

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:32.325955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:32.325955Z digest=sha256:414d225db506e581a6ad3686589ad88700ec546b6172f304c8e269adbb983686

Observation 5c06b2e5-6806-474e-b0f4-7248b329205f · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:32.410941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:32.410941Z digest=sha256:2aefcfcd46238dd1db1a3d80bb6ccf7aed1f6ff17cda7801c4aebc8ce51ddfd6

Observation 39fe9188-ab17-4a38-9e5c-0d503b7946fa · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:32.547770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:32.547770Z digest=sha256:ca042c6f4151d62d072cf90f701e3b600ae25874fd2b605eae831c1b5b155d80

Observation 17e38109-369e-4373-9f7e-dc05bba0fd86 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:32.728246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:32.728246Z digest=sha256:35351504d8f2f080496565b7636d6ae65f97f60c04459b9a691587ef07eab6fd

Observation 9d80ddca-0c16-447f-aef3-afa4e9ef7896 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:38.826357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:32.993068Z digest=sha256:fa98712132c4befd5dfc902bfd8286194e11311dfe6373b8cc4c842cbb3ec370

Observation 2108a3ab-6bba-4e8b-a7fd-4ddd72871ac4 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:33.124650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:33.124650Z digest=sha256:9c7b2d104eb51507e048dffde488ee430ab1eaae79308d59d197ebb46e27a292

Observation 6fb11d3a-681c-4ee2-a86a-d2cca0135cfd · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:33.223379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:33.223379Z digest=sha256:0b4622e2abae5aec01cfb8769d7e3aab5e7620606af850e17ded3d031c159bfa

Observation f3a6640d-6ea8-4a63-923d-3ec71a7ae7a0 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:33.348313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:33.348313Z digest=sha256:21cb53d8255cfea88629ea1d9873016b246efa35b376042f8c0a840aedb5f4a0

Observation fe9902f4-4ef4-446d-998a-6341c1ac9f61 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:33.447590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:33.447590Z digest=sha256:58cc83e332482aed477f3798568e0a20a5f50bbf6cc5e0fe0e43e58f67ab4905

Observation c722c334-d4e7-4bf0-9803-21b1b2c6bf4b · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:38.647204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:33.542058Z digest=sha256:63dd72407fba948a0447a83cf97bf9b7a0ecdf46673b2db122d92f9a27d030a8

Observation a034b63d-6f7a-462e-8d19-3a73b0793866 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:33.661625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:33.661625Z digest=sha256:a9ffc9faa82d0f6cacd274fc48b9826b374b0fff403e01504d49f0cb22bbb388

Observation 62bfd50e-7271-4402-9f3f-50c4d3639128 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:33.800330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:33.800330Z digest=sha256:cfb610cbf394389a511d44a15767e2ac70a80a34d646cf0ef4294b4fbdb75877

Observation c50403c7-0602-4280-ab1c-94fd782810fd · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:38.465281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:33.874349Z digest=sha256:ce9490ea8393f6643131a643cb1acfed00dad49f7f04b5d984c751aefdf7d87a

Observation 0d5ad5b2-245a-496f-a563-657c03d0a933 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:33.956181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:33.956181Z digest=sha256:18bee0cfbb6fbd548c12ed27f98a9071b7542e51ee86c36b141b8346759d79ea

Observation ca12ffd1-e061-4f0c-ab37-8fb191e257f0 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:34.074798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:34.074798Z digest=sha256:034a7ccd5d0bc2547760b8d43e4c9d34c1b1aa3e7ba88e1911c6a0ced5c1ff05

Observation 527d9076-281c-49a1-8515-1ab9608a9668 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:38.298230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:34.159468Z digest=sha256:bf72eabcbae2c6f2da41da631b7378643f80da5f1ab8105eb5aa26d499b5508e

Observation 8797436e-d75f-42be-99bc-85fddc35c228 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:38.181166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:34.248666Z digest=sha256:1ef9e6b5be26da182a609e606d328f0f39195f254e0c21d7e9a662ff70fab26d

Observation abedda67-7f31-4683-b905-ba241c476819 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:34.354733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:34.354733Z digest=sha256:8f255a66dea068a28ba0f82afe592c1087776963d7f16d3c33661cacfb44f275

Observation 22f9d37c-74bf-49f8-85e0-c4e945f95d01 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:37.871892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:34.506262Z digest=sha256:a6d2abb1fd51c11d765fb9334c627519d257c7c27a022728de5eae3421dd5c33

Observation 9b7ef8d4-1dd4-483c-a9bb-5676a409a82b · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:37.695199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:34.596787Z digest=sha256:3a9a412627bad0bfbe6f2151c71707d8f9718aca226a1f5bc61f546dd9bded9b

Observation d293cf59-ed07-484e-ae55-d62a0f0a0df3 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:37.554252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:34.675629Z digest=sha256:d5ef1dc364429e591e3e61bae31ce86f349b14ada3fc6baef0044b18d3ec9f23

Observation 13d83f7b-38c6-4c67-9261-85c285c2a50e · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:37.359924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:34.721329Z digest=sha256:c668ae279058fc485e7c22019e99a3b3a94525cef3465d0fac3891f3f694c576

Observation 9e1ec000-00a3-44a0-a85d-dfc761a64d20 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:34.827282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:34.827282Z digest=sha256:eee5bb75b2e4145d5b025cf302280b2e9aef12b55321db7e7c9ff8f02f9cb0fa

Observation be99fd77-8d44-412e-8f34-ec7240559417 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:34.994274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:34.994274Z digest=sha256:053a3ad9c9be2e98824f6a56a8521799f2f2013bd63114e3dfa1cc460beac1f2

Observation ed7732a2-3140-462f-b14a-b0ce35589e05 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:36.785250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:35.150833Z digest=sha256:c02275325eba412fdd76d94bae9f53f61c77de740811134e64f03f6952fc8afe

Observation 3c517409-3cb1-41ea-bb22-b20176fa51d1 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:36.584429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:35.247127Z digest=sha256:c9a919617d7eb35e13dd061ebf1244d19d4cf3c95304397df879584e0141521c

Observation 1e258c73-18cb-448e-9c9f-1c1fc2bad5bb · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:35.361271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:35.361271Z digest=sha256:3b306ef469d18bed4bb7f30f907778cfed91d2a6e6bfd9ec92abbf1db6c2fee0

Observation 4ec0f2ef-895b-42ea-9919-295be9d47316 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:36.316443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:35.416249Z digest=sha256:5cc5b6445d93151c6de6402c24cde3d61fe1d15509a09d4de5b827986e19f2e6

Observation 3edf9db7-09eb-456f-8ea4-cf6091069b4b · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:35.527423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:35.527423Z digest=sha256:8df4e293e5a9c89322760d5fde2756994156aef93e2e8611b5528e5942a35263

Observation 10ea8912-ef79-43a7-b073-8131f715878e · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:35.599512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:35.599512Z digest=sha256:cbb43905cfae86c74e9f435bf5653cfb62c3eb8afb8b5b7387baed40c9f3ef87

Observation ad6708b0-cd6d-43d6-b929-ace3ed03b19e · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:36.142364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:35.659019Z digest=sha256:2f9b2d66d2edb528b87fd2f8976f8d59d894fb91c673d2d4e2a4c018ea07a741

Observation db42941d-9bfa-495a-a044-3a84b6f9bc6d · outbound

This paper cites InProceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling InProceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence

Reference 2009

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:33.305892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:33.305892Z digest=sha256:23b7085ae8337b3144aa7999df48a1791e5df6b106bfc1a616943a76a0e9092e

Observation 9219eafd-36a8-48c7-90f1-56cffb5ffc59 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 2015

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:13:39.438475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:31.173698Z digest=sha256:84fac296fc5b3cf5734abb5b2d8c0e2b421af450f3676583b7c7167724f6db75

Observation 25f687b4-7bcf-40e6-a22e-4bc53aef19e6 · outbound

This paper cites InProceedings of the 1st workshop on deep learning for recommender systems.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling InProceedings of the 1st workshop on deep learning for recommender systems

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:29.938417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:29.938417Z digest=sha256:5590cb32f9c5facd9a6e2ffe1ab43739238afd389b664a7427bec818e2ef0d01

Observation e3a5f135-dcba-4a40-8709-8b63bbf624d0 · outbound

This paper cites InProceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021).

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling InProceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021)

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:13:36.980313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:35.074120Z digest=sha256:9f0a7b8ec2ef4d6377c9b9f6388e9d01035c941999ff62bf100ef89f182d6e39

Observation 99fd29fd-0b2c-4ca8-9082-c882df49663d · outbound

This paper cites InProceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2022).

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling InProceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2022)

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:13:37.142983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:34.901580Z digest=sha256:d958a5994a41c30d03a7564c0e17892a0dc61a62e19a5ddb2f3a2c94729e9378

Observation 74b5f1d4-28d8-4a21-a7bd-f9aec6b39cd5 · outbound

This paper cites an unresolved cited work.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling Unresolved cited work

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-05T23:13:32.835577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:13:32.835577Z digest=sha256:457b6f1c4fdda91593df0d8c0f0da50660448676d1e803fa07bd3358efe254fd

Observation 23c8216a-d147-42c1-8253-c60d5056bcb9 · outbound

This paper cites InProceedings of the 33rd ACM Inter- national Conference on Information and Knowledge Management.

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling InProceedings of the 33rd ACM Inter- national Conference on Information and Knowledge Management

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:13:37.978335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T23:13:34.428997Z digest=sha256:39ba2f7102be1c7ac7ad789af5614e3be2f158726e9c1dc0f33d729f9a6bd7c0

Pith citing papers

Observation c688f914-1bb4-4330-948d-373c1df0a940 · inbound

MM-Nav: Multi-View VLA Model for Robust Visual Navigation via Multi-Expert Learning cites this paper.

MM-Nav: Multi-View VLA Model for Robust Visual Navigation via Multi-Expert Learning Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T12:37:55.540575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:37:55.540575Z digest=sha256:a79c5ac57ad9f38bbe0e408f3616c9702cbdc82fa14c8621c49697c53a07ef07

Observation caf28bee-c81c-42ea-9bb3-70546973d085 · inbound

CoCoNav: Conformal Control for Safe Robot Navigation in Crowds cites this paper.

CoCoNav: Conformal Control for Safe Robot Navigation in Crowds Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-11T00:22:07.393458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-11T00:22:07.305690Z digest=sha256:78a772ba7786274e74a80b3278675deebf82276ca97b2041354c190300f6d1d4