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Paper Citation Record · LEDGER

SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation

As of 7 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 3 inbound Pith citation observations for arXiv:2508.01375.

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

pith.paper-citation-record.v1
2508.01375 v1

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:40:25.358165Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:40:25.358165Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T03:55:20.393988Z

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 25e104a9-a327-413a-ae96-ee7eec4153a7 · outbound

This paper cites To improve recommendation performance for cold-start and long-tail items, re- cent studies focus on leveraging item multimodal features to model users’ interests.

SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation To improve recommendation performance for cold-start and long-tail items, re- cent studies focus on leveraging item multimodal features to model users’ interests

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:40:25.565022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T05:40:25.284938Z digest=sha256:15ac31347b7a5112176ab19d92e3a946c3aa032571d5d1d3070302c2f4259d11

Observation 3dd2be7c-7f3d-4d92-8b9c-478aed0086a7 · outbound

This paper cites SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation.

SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T05:40:25.358165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:40:25.358165Z digest=sha256:a28bd9a4221e94136cb7178300ade3c299b12140d95a52f0783e02f1a5b32b3a

Pith citing papers

Observation 3dd2be7c-7f3d-4d92-8b9c-478aed0086a7 · inbound

SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation cites this paper.

SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T05:40:25.358165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:40:25.358165Z digest=sha256:a28bd9a4221e94136cb7178300ade3c299b12140d95a52f0783e02f1a5b32b3a

Observation a0f3ce93-8246-4e03-80be-0d1f153ea4d7 · inbound

From Head to Tail: Asymmetric Knowledge Transfer in Long-tail Recommendation with Generative Semantic IDs cites this paper.

From Head to Tail: Asymmetric Knowledge Transfer in Long-tail Recommendation with Generative Semantic IDs SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-25T03:55:20.397146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T03:54:11.392343Z digest=sha256:13f996916877f633a937235f89af0f1752094b0c08a73fdc8577458557c6335d

Observation ac2c921a-df5a-479f-9b54-7873a303c9c5 · inbound

PaletteID: Prototype-Composed Semantic Identifiers for Multimodal CTR Prediction cites this paper.

PaletteID: Prototype-Composed Semantic Identifiers for Multimodal CTR Prediction SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-03T15:41:53.458110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:41:53.458110Z digest=sha256:cfc9c8f804299bf1513d8f1fdd11685a0d41de4165846e91e4d5c83151071c64