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Paper Citation Record · LEDGER

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling

As of 7 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation 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 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:37:55.540575Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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:abd388f4a24a2b956aceff98e42647d927dd74e3dcda2bf9152465db569695a2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:29.820895Z digest=sha256:f98c42c184f35db6b6ab4db6567bab085df726ea7a3147eb29c17f6999cb3097

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:bd665614f66d71ac99ffa5e8529c2100eaa0397f0975b844ecc871b9efd6a211

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:30.023766Z digest=sha256:d7fa4db49bbe6dc08892a986bb8bca83bd82a4c1eeb31cf25af03eeccc81431e

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:e522b3a788dbbc13e2f439518173bf7a3bf441981b1893107c0ccf791af59e78

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:30.146193Z digest=sha256:937d6bb5a6ee8e400feda99d772290828ee35750064ae9efaf259e303d5e43c8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:30.240170Z digest=sha256:cf0fb7d8c5828c7ebdb576c88420240003f56eb68958640baa2ae9acb28626ce

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:30.314211Z digest=sha256:f7161723c02071caac4f3a239437f388c852349d635364ae936c1cd65287eaf3

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=sha256:434918e4b3da14c5317e17bad799b023bdec9d28b56432cb549aae03250f53fd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:30.586874Z digest=sha256:1453c04e212dd9ba34ada6103f6d4b4003f3697142c2e7c94417a613b15410af

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:30.698091Z digest=sha256:0f264e5db3aa27d9acc423598e56c4b53830a2d31e46008ee2543015857c91e0

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:aaa96767f4893d29960c0cf6a816f3c1b6877b0e9b34831bee6147db07aeeaae

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:fe63ecf6da946814f941ec73f3676d40c9bd4de6edfb474f3524bc52cad44c12

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:e05233294ba2daacd2df783ce0c06efb182328d044f61938f73adff626513dd2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:31.280313Z digest=sha256:9700cc655c867b5b6b97064ab595d1fc5a2ffa0837073fd3de3840fa9c721e8d

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=sha256:56bb9e91060f7680f199dc523a0508083b190b73d933a66448eb712e65a28d41

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:31.495030Z digest=sha256:7a0f8d56f6cd2b04aa1fb13a74dd86bbcd84cf15363fbdd139b453f9652b9d5c

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=sha256:361bb6009741ea69fa61a3862483b99f5e65ef779032f3999a5d02ea4192307a

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=sha256:741838d8376b126eeb597ebca800115a7a7cf5b4227bc18122e0ffca81250e19

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=sha256:1b5ca3b3508da3fc6af316ffe24bc79370bfd2a41aa59c23257b946046c79f95

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:c0c3a3bb39d57ee4e575a3553f229f302bc4f3a9ae51546f85f8f8a58f57de89

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:dbc94a6a7cb6194be965b398fced56a3540748328a92b596db7ee4b94f15cf73

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=sha256:2eca22562e60b0ca44a37784d15602c3494e2aee7bad2b48213659520791b82c

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:ec33d40b42a9b92d0cd80a65bd9a5f92a9cececf8b971016616a6a1f8f60bf5c

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=sha256:329ff42891c289bbf55d788a498f99846a2bd43fd93ff95897b64bf4f6a64b9a

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=sha256:72d917613e8553f66dea909173777e1c7237981643d44b5179db333a6ef763cb

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:ff45a59b44c73a0dfa1858cc584b6c0359c44741082fce95cb51f66450259916

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:32.993068Z digest=sha256:84f1dc879bbc88dfa93749906e9c854accad1ff37dafa9be53ff095132bc71b6

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:c1d7866e2cfce318ccdf2cfc5287044816ec0c7dce43a2d59993bea7dbe60211

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:a2828850e02d07a5026c4fbc555801cf3002e85b5f70cbd349c45d6406ebfc1c

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=sha256:4984a1e7a3b88863c0431146d9e5d40d24ca8898b12ad45810934bc4771c691b

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:de93613d51f623f356a62ed6b53e6e4c22a743ac0b03db75f674d8fe670d1a9e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:33.542058Z digest=sha256:c6a6359e1c872b19a8d35573987de31a45e681df54eeab544a967a277fd7fff5

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=sha256:65be03721e2b9088e84a5b9f9606a9489b9b2cb6b97802c906302fee2e9ba058

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:d351979947c9d83e2fbaa1697330b511b42b4c480d1e72ee8b7f17740495402b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:33.874349Z digest=sha256:b3d3bc98c10a408b8f8caaa4d2d29f1f4e7aedf5e0c95d2f3e1f1d47a99b2b09

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:c8afa320e40f6839c8be312c398b513f4ec6057934bbbbcee297f5008db86316

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=sha256:9814ecc816d6d3affdbf76d1970bc560fbfa826cb4cd8103c84fc609b4dfd8cc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:34.159468Z digest=sha256:a9eabcac8dca8971c082c53e5c3a52ce686fe129dbebc1ffcafef06cef613dc6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:34.248666Z digest=sha256:100aaee77109b5b145e0abb40d149385db3f8616c83137a9dbe3187fd58b7f2c

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=sha256:722200f48b1417104d6f29d1c457e0bc12bb470310fe395dc7614357f7658921

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:34.506262Z digest=sha256:a542e09f156699e1a49c8f91b5f0f46249fa698e83989cc15ddd418143957dcf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:34.596787Z digest=sha256:889f3d5ae098d10ba71fd6197c4e21a0faed4525839938bfa27a4f4d233f88ee

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:34.675629Z digest=sha256:bc154f097fa6f6b8ba2ae5e9834c1c18d56a57160350bc417e6a826bc67b0411

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:34.721329Z digest=sha256:cb86391c313db4334bd5f92a79e1dbd1363d53cbd6362e97eb38c4008743e823

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=sha256:2d44fe3080131dbac1045c6b02c6fcbf69f3a32f562848bf1b420a38e262ce88

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:e857d3aaadc414544aa223f71dfaddbe63dd48f7a7ab47f6f343453f5119ba19

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:35.150833Z digest=sha256:6e3e812effea33aa53d808bc8a4fc614f02e207afdbcf101d7a5a625812c3d5c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:35.247127Z digest=sha256:84a9fa6872db628d9389496f9e02021e869646a5dba97efacc38f948a5ec1252

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:d0040c325d58f38a552ffd223646359b032c1485c40d83c8ab3f6daa3f14cf40

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:35.416249Z digest=sha256:4daf126c054b1557d58b65a531c4488ff66920a793e99c68c41fe772d58d2ffa

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=sha256:32894349dfb48722340dfdb86c0efa7ae06d406ba621573fe3c0f608b2ac8f7b

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=sha256:804727598ab2ec3b3efb3aef0db62f520aa5a987267394d7644f5f8024043121

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:35.659019Z digest=sha256:d8053f260a7cb4c64127f5f186954566852d5cce91e419852f2ced97c900a00a

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=sha256:587b4983df2c3c065f9d21868467f03ec55a095677f28504c6d6975e775b5f33

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:31.173698Z digest=sha256:b81d782571de8e4b762844efd26dddba4d5f2dc5c67e8d624c492d40ab520fba

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:e25844aa5fd0a9fd38b72e56577f498f47f70c3b01d43076905e9461910947fe

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:35.074120Z digest=sha256:424dd6fae68169ef775eae0e97b535f528ee007b67486466fb829eb8cbb7e426

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:34.901580Z digest=sha256:a001776a809ea9f33b2a9ace7117cd3a55a37506bd24dd05a906f7b5a6233bd4

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=sha256:8d501a564a408f60577ce8f809e54a3205b9b31f00977cb46f2e3c0691e00e10

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:13:34.428997Z digest=sha256:8af8093a232280ad74d083b81ef6c5246d17fa7865b51fcec7c680b78b7e42c3

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=sha256:74de5d55100456965616f2e97ef1aa3d6523acdeb481439e2aa8de8f6c6b927e