Paper Citation Record · LEDGER

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling

As of 22 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2506.15267.

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

pith.paper-citation-record.v1
2506.15267 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:43:16.048473Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:42:45.232952Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T04:42:47.182508Z

Reference resolution

14 of 14 outbound references displayed

verified exact1
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a796b65-3681-40bf-aeaf-6ff6cf21d6d5 · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:43:16.301926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 53649287-0d75-46bb-8bba-15d5d1b506fa · outbound

This paper cites KuaiFormer: Transformer-Based Retrieval at Kuaishou.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling KuaiFormer: Transformer-Based Retrieval at Kuaishou

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T19:43:15.983577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8d607b3-8646-4538-8a28-7775d409ae72 · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:43:16.287040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dff931ab-32e4-4a12-9bba-ffb10e08ae8d · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T19:43:15.994854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66458987-9526-45e1-b851-bc18b1d2b73e · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:43:16.260846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 701c8a78-b035-4777-9406-615b3252a658 · outbound

This paper cites Finding Lookalike Customers for E-Commerce Marketing.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Finding Lookalike Customers for E-Commerce Marketing

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:43:16.115278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8c224552-50f4-4bcb-a15d-281786bd9cef · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:43:16.244592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 391c9a5e-8931-45ab-ac91-dd76baf90892 · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:43:16.017167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75bed6da-bb30-4b84-9b9b-6f035d75a05b · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:43:16.204041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c698f627-0b32-4b33-94d2-320be692c1cd · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:43:16.187991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0a8fd25e-efb2-442d-9657-e70ac6892a34 · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:43:16.170208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 883f4640-ba3d-4056-bb75-6b8fa7a08e41 · outbound

This paper cites Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T19:43:16.042900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21ba1261-4d13-4e94-b03b-2e4c98c5e216 · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:43:16.150571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6674e3a0-1d73-485a-bb00-bd1735e32af7 · outbound

This paper cites an unresolved cited work.

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T19:43:16.022703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4da4386d-fa4d-471a-86ab-b2929e076cb0 · inbound

A Survey of Real-World Recommender Systems: Challenges, Constraints, and Industrial Perspectives cites this paper.

A Survey of Real-World Recommender Systems: Challenges, Constraints, and Industrial Perspectives Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-08-05T04:42:47.188329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.