Pith. sign in

Paper Citation Record · LEDGER

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2505.14901.

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

pith.paper-citation-record.v1
2505.14901 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:32:51.830369Z

measured 19 of 19 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef8d4da5-793e-4b33-a5bb-d0385b2c576a · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.821569Z

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=2026-08-07T15:32:51.373653Z digest=sha256:741fd0f8d1bd3667ee58d3eb23ac2592642d1074e24ace32128ecb070f99174c

Observation 0eef8728-c8e9-40c6-b80d-2f4fb99f9303 · outbound

This paper cites BRIDGE: Bundle Recommendation via Instruction-Driven Generation.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation BRIDGE: Bundle Recommendation via Instruction-Driven Generation

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T15:32:51.391853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:32:51.391853Z digest=sha256:f32bf4895086668828d7c81c7649b318c6c5dca4a954dcb5aad47fa1d3f62d51

Observation d0caf65d-6e0a-4ef1-8c28-c54b4443e3f7 · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.755692Z

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=2026-08-07T15:32:51.413997Z digest=sha256:d276033e5b87807b043e89f601efbec8edc1ebc9dc256db3816124f219f2b743

Observation 29c9d3bd-f7c2-460a-8bb4-5be54073df39 · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.694078Z

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=2026-08-07T15:32:51.443674Z digest=sha256:012267240f1231c7c32b39f812808a340ae53f61fadab6346efc81c2806eadbd

Observation 09bf5f30-67c6-4932-b2ec-e50b5c9aba1e · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.644451Z

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=2026-08-07T15:32:51.473892Z digest=sha256:8835f1226a17f42cbb4d8dcbf95ebebc7e6e2d1797cf765cfc2456f941c79787

Observation 6b59d36c-c050-4b5b-8d7d-5de553658d2b · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.580036Z

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=2026-08-07T15:32:51.494596Z digest=sha256:44bd2924225a723e724eccd11adea2238cd34de933630a79cd502bddc10b450c

Observation 40de4069-8c40-49ad-a49c-a3908ef2b4b5 · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.509241Z

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=2026-08-07T15:32:51.528829Z digest=sha256:1f46e42043840bf9e10b0931879b402fd48df564053dc2293fcba056f8c7508a

Observation 0682dbe2-5538-4971-9a25-311be52c93b5 · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.457846Z

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=2026-08-07T15:32:51.564415Z digest=sha256:69fa1b656fe7f86af727344a587ab72ebb404f1c86f8861c02557a4031e51383

Observation d8c18533-c0ed-4d32-a8c5-363fdffc701e · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.394548Z

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=2026-08-07T15:32:51.598329Z digest=sha256:0cb6027f4461e0cf553c7e32c05e0c6dedfbf6650cfa06374e00ae798f3da59a

Observation b26c680b-f793-4c30-954c-09e96da1c897 · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.346638Z

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=2026-08-07T15:32:51.617356Z digest=sha256:a5ccf9f85e8132c7a286dc66c628e68fdf2adcf0b80e2608903d8615b99af40c

Observation 0cfbb09f-e6dd-4cb0-b3d6-d6eb296459ed · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:32:51.632801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:32:51.632801Z digest=sha256:6ff0a68d03d61aa041ffebbcc7ae200172d8b86c7d6a3eb495e20a6f38f8cdf3

Observation e0435085-dfbf-4584-bf48-dbc50c7fa7e9 · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.235108Z

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=2026-08-07T15:32:51.678641Z digest=sha256:58e1005cc9d619420d3f8517835180adfc6ac244e0e83e56430d03c2e8657589

Observation 8a17c547-6a4d-4400-a84b-a9bc6a61442e · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T15:32:51.710064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:32:51.710064Z digest=sha256:d8d48ba5a2a2f44422ebfb65ebd333d8dc33698e01500d1b4e53b3165853376d

Observation 345e0852-5b3d-48ff-a626-fed4559513db · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.172213Z

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=2026-08-07T15:32:51.720511Z digest=sha256:b5387563f7cc239e79ee72c6e688ca35c4d0e13d30fbe17f8dc78f468d29e192

Observation 66d53ade-1c71-42b2-b361-27f2a31af56b · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.105962Z

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=2026-08-07T15:32:51.736148Z digest=sha256:91363deb6aeefc2e8f74c6f5bf2c37ab95fc1aea69c4a0a69fcb6b37cdae2a2e

Observation 856a35fd-9e7a-4f3e-902c-8fec6e8b2844 · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:52.045441Z

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=2026-08-07T15:32:51.760186Z digest=sha256:7af503f021c18913d130b610096543f7f78cf4d08eb6c39c34e2acb323c63194

Observation 385f01af-d5fb-4554-80c7-1ae63aae4a84 · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:51.978467Z

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=2026-08-07T15:32:51.795422Z digest=sha256:b52b1debf4557c3bf56ef30aad261204b721853fff82614290377c4a17b249ce

Observation ef2824b6-2b52-48a7-8f46-1be9ca92a48f · outbound

This paper cites an unresolved cited work.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:32:51.920174Z

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=2026-08-07T15:32:51.830369Z digest=sha256:f95ffc62ea650fc364ece24f100721d3c7512d522919386d96c5631649947ea9

Observation 5f99011e-3ea0-4d4e-bec8-9fab988b6372 · outbound

This paper cites In UAI 2009.

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation In UAI 2009

Reference 2009

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:32:52.287806Z

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=2026-08-07T15:32:51.666728Z digest=sha256:322955579bb09ed0ba9a5e004b08d50a33baaeab4d64d85957aa9d82bca55b3a

Pith citing papers

No inbound Pith citation observations are available.