Paper Citation Record · LEDGER

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models

As of 6 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2604.15650.

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

pith.paper-citation-record.v1
2604.15650 v3

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T16:11:31.737486Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

31 of 31 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7382e947-3b33-461a-8135-ab3b4fe6596b · outbound

This paper cites Layer Normalization.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Layer Normalization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:28.188035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bdfbe36-0c47-404d-9a95-fb6644a749bc · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:28.234565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee695fb7-3eaa-4ca1-9237-2ded9a4ac954 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:28.305580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb77fe60-581b-4107-9350-f73e60d1a2a2 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:28.410737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8626c1a-51d1-463f-94b3-3c1ec97ecfe2 · outbound

This paper cites Context-Aware Lifelong Sequential Modeling for Online Click-Through Rate Prediction.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Context-Aware Lifelong Sequential Modeling for Online Click-Through Rate Prediction

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:28.565591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd894373-ad29-42a0-bf68-b58a37e6ce59 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:28.625552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 885b06c2-9025-41d4-84a9-3cd37fae9e3a · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:28.694344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29a5cd20-fe37-4449-aecf-410abd1e1a4b · outbound

This paper cites MixFormer: Co-Scaling Up Dense and Sequence in Industrial Recommenders.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models MixFormer: Co-Scaling Up Dense and Sequence in Industrial Recommenders

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:28.864484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3fc60c0-ee40-42d2-ac3f-252b09185191 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:29.000007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db3a3771-031c-43b1-9efc-d1d805bd542b · outbound

This paper cites Kingma and Jimmy Ba.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Kingma and Jimmy Ba

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:29.141415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f044384c-a7c8-4959-b908-db58b8763bf3 · outbound

This paper cites IAT: Instance-As-Token Compression for Historical User Sequence Modeling in Industrial Recommender Systems.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models IAT: Instance-As-Token Compression for Historical User Sequence Modeling in Industrial Recommender Systems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:29.272500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ae5daff-e8c9-42bd-95a7-5f9f2eea8a8e · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:29.378555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7676b55b-b113-41de-af5f-5d9212faaafe · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:29.543681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57a5f995-42a6-4f1a-94e1-27ea55310a34 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:29.737137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83d78292-08b5-45c3-a58e-a14f1bd5afe8 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:29.869116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d5e60d5-e487-4811-b19e-9c3876c605b6 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:30.214291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50a99b26-c490-4fbf-9080-91a01f6859bb · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:30.475108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82ce2fe3-f32a-4f79-a665-0f4f7f761f22 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:30.635029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9090627e-3362-4d9d-be79-5041e0dcfc5b · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:30.742792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf9713a0-2658-4380-b22c-77bf282ac095 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:30.761650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 865fbf9a-a1f6-4fe8-872e-7f1f9722b13a · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:30.865774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e58611-6de8-41f3-b6c3-acf8224f09d9 · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:30.987828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70d6b00b-fc75-4773-96a2-389c4e20eb7b · outbound

This paper cites Wukong: Towards a Scaling Law for Large-Scale Recommendation.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Wukong: Towards a Scaling Law for Large-Scale Recommendation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:31.107903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0749616a-fe01-407f-8ddb-3719ea549748 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:31.208664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c27c7551-cdf7-4c73-bc78-ec4c521b1b59 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:31.316394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c4a03b9-5e36-463c-8d6c-553246b22d9c · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:31.432254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c6afdba-0aa3-4325-8267-aea8f6507e6a · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:31.539712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d80cba96-496b-4958-8411-2de597fffa3c · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:31.663514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31765738-597c-4e16-9762-009fd2ffb4fe · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:31.737486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b9f3f1d-a3d2-4811-af84-85036ff0ce67 · outbound

This paper cites End-to-End User Behavior Retrieval in Click-Through RatePrediction Model.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models End-to-End User Behavior Retrieval in Click-Through RatePrediction Model

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:28.483675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eaba5af-3a58-458c-be35-d2cc7231e398 · outbound

This paper cites an unresolved cited work.

Sample Is Feature: Beyond Item-Level, Toward Sample-Level Tokens for Unified Large Recommender Models Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T16:11:30.031359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.