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Paper Citation Record · LEDGER

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling

As of 8 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 2026-08-08T06:32:00.761636+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=sha256:321148254953768d1a27cd0dc54bb19b40a1cb04488c19c47d447c505835b7d7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:29.820895Z digest=sha256:16894cab74511fd72fc5e2dfbe64714c0762de1e924ff1df20019a9a16c022df

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=sha256:2c3f099d8c5966acfba0c3aa05085616a9d7bd755233901615736969ee809604

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:30.023766Z digest=sha256:f3168e3db695d54098ff426c93bb97e081242a433c223911b8972c734e5116cb

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:b5f01557ee7a8848c727bcbee623fc6a860831eaf4b942bdbdedde2d184c92d4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:30.146193Z digest=sha256:d71627b7ce6cf9d0106e1286e74a57948bda2f6a9efabaff6f7d4747780f39d2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:30.240170Z digest=sha256:4aef378273733ac4a8d84b5b74414006b90d695465c5251820aeb39135c987c2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:30.314211Z digest=sha256:fe2e51cae816079665b307284927228fb6d66d9f8b87d77871ce8c8b28561bd8

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=sha256:25bcdc3c73b2e51e09988ee747069b60d97d6efb12f1bc1a48c5fa88a8df61b6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:30.586874Z digest=sha256:59de7b94e5fa8c44488a48c912922a989cd51f6e9b5b2da517241e8e7d8880b6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:30.698091Z digest=sha256:d90f288a7a265e42cbaaf5ab4a246bb292308b07dc560a97887455a4d18fe9f8

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:ec80f91997985f977dfc45b370cfd46c2569181a3c5bdad220a397f711d272d7

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=sha256:65a6cc613ed73aad2c34b5cabc6303115f09ce529d945b9eff7de00640309520

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=sha256:815fd92a473a9c1594670e041be15005ed6d8ba102472cdf4a52b0f2e45dfdab

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:31.280313Z digest=sha256:272360c69bfd590fbe361ae3143d85cff334234310d337717ded080272d668e5

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=sha256:6b0a7da47e83d9c2a2adf483b7c7a85f8da03faeeb1d923f4bc2f412011ffbe4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:31.495030Z digest=sha256:fda4692212fd274745b8af61ee9da1beb7531d5c21fc7512cd009194bd4937f6

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=sha256:21ce40b7fe67cda7f14937d78ad2e27bf4bf171b529561268f3bd25762cc5133

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=sha256:3097652cc3495e4411ed734768d0d476afd294f6bd348acccf9815c20c94713b

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=sha256:5b8f431939d89b8cc2db63047481fbe5eb26a7591d75611716c9a3ebbd14ffa8

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=sha256:067e8205b3532497af884934892ce220e4b4be4937cdd6084f2c433f8286edfc

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=sha256:26268c19dfab179f0a68c458ba17ce6e3f9e9ec768bf686eddaa8508317c0669

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=sha256:318afe90f0378996cedc0b272c57484424c71a6bc16eaf13ad39949c47b88d4f

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:a7c6ba1b0e5b5c134ee57fc07c300725de15099d638efaaf90244c219aaa4b3b

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:b7b551bf93ea747fe42fcc0d5d6506169b594d2f16518187a34fb6faef7253ce

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:fff34168daafa8e91a83800892a4e3ede77a5d810ca32aeda2e76b1fd9a3ca06

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:e47942373f0eaa7caecac338beb0c13755cca2a7a7eacb455740b3b76b98ba92

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:32.993068Z digest=sha256:575ce671176f10e45896032f8d12deb53bbeb36138e5a1b262c7fc69b06fa079

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:e827652c71cd223b19e7201e55d9af857c7a0ebcf88fa246754d35bdb53e3ceb

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:a8f522d380f05e7a90b09136d15c18661a9b4636834d04128e0061c1b5e06a81

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:a21ba9edac560302e1cb683b305e2490b2d538d27dc0a0794c7b7a0d084bf6b0

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:bd6af0e3d71ea471ad1cbf15b2812b795d91c018bcd91d6ee35448977653dc59

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:33.542058Z digest=sha256:9f85c43905b1aa0a7347b1c90a0625f293fd65e69aa37666c9b77de27e5d8084

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=sha256:4fcb89aaf768df1a191edaf73a0fd72296b85fbc8c8031ee82f644a0aea576c1

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=sha256:4b17616749a4c0fb19e632c9d32fd811f86fe7f4222f8bb89d3e1b03dd404a81

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:33.874349Z digest=sha256:cb2b88d9254f43db612bd3aaa8fcb49db8061695be4cfc1ce04bc33c43d24bc2

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:c34b0e5486823cb7b4dad22ad6854e30561750daad83ab2a985b1b3d34f9e1ee

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=sha256:190f4d6f1a38a1edd8c37f3a8d0f41eaa4aff912d10fe169780e1062300a0e32

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:34.159468Z digest=sha256:7f390d0530b8fb811785a8ef2c6c22afcc2f2b224d0662df54ce7f4f1353c348

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:34.248666Z digest=sha256:b0288f1e47a3ef8d9a01664c88daa19a8484689908abe6b4a1a0518663a45aa7

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=sha256:9e729d2023fd6595c6481f6e2321c2112756d84167f820465f0bf96f0add7700

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:34.506262Z digest=sha256:bad7eff0ad68b88e69512e483f507aeb69e1476dc94985aff70c06bb6f294e5d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:34.596787Z digest=sha256:fbd1beed93c6530d36ec4d6aa36753fa3d156920ae87e7773f63868433abef93

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:34.675629Z digest=sha256:8c1067c24dccab97c1215ea899abb20f89f5c2bc98ffa188353d6ffc129db59a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:34.721329Z digest=sha256:2f1d3f3ca2897c3e696d2fb4592f7242e5effc9ac4c386070d839c62a209078e

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=sha256:176ff0b629451afb365e19c64b4519c4e0ddb59c991fd6476bea3b71d8740f58

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:fbfb1cb691b44edfa449c822b4c6e8a55693d0378726b3c901ce6e85664eb828

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:35.150833Z digest=sha256:08212c54e26ed3064faefa4fdd6cb9c37f651bfccca9c5a195ecf5a07856d5b3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:35.247127Z digest=sha256:ff9dd45afd7c0fd6dbdee4157bb71a21d6999ec36b1d8fa20a56471143b56aec

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=sha256:097bd8d8c8f19d51d57fff1cd445f8f17f551f4a33510cbe05429149eea903d0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:35.416249Z digest=sha256:70851a3e946f77e5d3c75192792aba4ffbc2c4766f72f292688568ecbf401a5f

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:d7449589d74e5fc55e74b28b81856b246c872013749887afe14401e9a29a39ad

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=sha256:4fb483b9518917f96c1bad06f21278933a494583db3132b0f5628ae6772329f2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:35.659019Z digest=sha256:5050621f865f9410b1f1f97bca2932f0c1b5476b113863bbdf351de9a5b2f5b4

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=sha256:378574a871f407b406cbfb93a1cf1b17da7d475b6bacf978783f7fa29bb51f15

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:31.173698Z digest=sha256:ef16ac011f67d2fcde2b3eb0a00077e4aae71baf5f2ff6085b268928ed4b7f6f

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=sha256:3a19e46e00a4c4c45cd860b92a02126d4bfc8e517594d5ece988cb35533b908e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:35.074120Z digest=sha256:2108cee6f4b11a3ecee80e9229a83fd0601c2aa55f360013d95ebf25f72d9144

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:34.901580Z digest=sha256:657d2f4f06a9184c7372c63f90e92aec887c6f8df6c27931e0b947826f2069d9

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:a4e0b316ae5b7ec25ccc563071752c61981933131706d9b0d255f864b0824bde

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:13:34.428997Z digest=sha256:4153d64ecd0e16d5234dedd605d36b4c7668442f09a41f826723f240ed54603a

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=sha256:9646dacccc2da1fdcbcf0e4bcee0e6594b937ca0add5c4a1737ca71271e2ee9b