Paper Citation Record · LEDGER

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation

As of 9 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2502.10157.

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

pith.paper-citation-record.v1
2502.10157 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:15:11.069576Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:47:31.881823Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:47:32.604716Z

Reference resolution

48 of 48 outbound references displayed

verified exact0
verified fuzzy0
unresolved48
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36ae9032-8418-48cd-9d09-15c0a4cdb988 · outbound

This paper cites GPT-4 Technical Report.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.869116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b61303e-af36-4222-be3c-1860f8f23fc3 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.876739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c2b2196-a4d0-41e7-a8ff-4f4d70664a17 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.880976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46a65b72-bb8b-428b-9979-e211f62cfd8b · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.885241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d22a75ce-d6d7-4d76-8ea9-2573f7ad9580 · outbound

This paper cites HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.889754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b36131-eb9a-4f1f-91dc-8ac6b22ffbad · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.894767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d70a79-8d7b-4855-8dc4-8ca60e00f26d · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.905485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c754806-686e-4d4c-a9d1-8241f3f46b8f · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.913820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35d87595-5690-4fbc-90fd-473078b30685 · outbound

This paper cites User Embedding Model for Personalized Language Prompting.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation User Embedding Model for Personalized Language Prompting

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.918659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b03f26cd-476b-4ef3-b8d6-f970d45a1e06 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.923235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4335f29e-14a5-4880-8cfd-bd502404b519 · outbound

This paper cites Deep Session Interest Network for Click-Through Rate Prediction.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Deep Session Interest Network for Click-Through Rate Prediction

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.927579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f77931-2d62-4065-9bb2-361119b16a95 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.931840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc74a275-4dbd-417e-8dc5-6fa356d51640 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:15:11.492871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61884921-95e0-4879-abe4-85ccdcf2b403 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.939917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2416f4a7-8004-44ce-9ad0-ebd82b213ef4 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.943644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 574cac72-9b99-4347-a320-051d1fe49f77 · outbound

This paper cites Scaling Laws for Neural Language Models.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Scaling Laws for Neural Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.947506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 255d86dc-da69-4727-b174-7bcd97e71cc9 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:15:11.465339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6061af5a-a13d-4673-94ae-7861c4c3b79b · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.956448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b37185a-8ee5-4130-8f5b-c6c5a2ffb5b3 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.960318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4c742ed-2c74-4acc-b734-170ed3412325 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:15:11.439640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b16eeca8-3350-4e9d-9e65-2fa134665714 · outbound

This paper cites RecFlow: An Industrial Full Flow Recommendation Dataset.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation RecFlow: An Industrial Full Flow Recommendation Dataset

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.969319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef41edee-cf10-4327-afd1-ce9219cac6b2 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.974582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c115464-87c1-4489-b2e0-2a769151c4ba · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.979237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dc71ed4-69da-4c87-85ed-9ff2937cde2d · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.982957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c132d13b-0f5c-419b-8420-52324df3569a · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.991115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dee758d4-25a9-47a0-b0aa-dcdd93007f2f · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.994852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c605af5-53a7-4288-b58e-b11c14efd8c9 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.998680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0aaffe-77b1-41be-ab59-222469e89439 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.002215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a61e030e-3c71-4bf1-9f92-271ccb149231 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.005945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0924f1-baab-4eff-a2e5-e9b564be2b9c · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.009391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d331bb8-45e0-4803-8b67-ceb6a018adbc · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.016768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d61539-611d-48de-81f7-eb56e178fb51 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.020824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a63e0a-3386-407b-8652-4e339aa2348d · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.028661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13e64d87-5411-4938-9abc-67be63603c0d · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.032406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5674c0ee-3a38-4d48-b8d8-20399bf2cbc8 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Finetuned Language Models Are Zero-Shot Learners

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.036356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9ab50c-b28f-4350-b01a-414182f7dbd5 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:15:11.300769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 94a172ee-02d9-48ad-b958-78224b42eb09 · outbound

This paper cites Item-Language Model for Conversational Recommendation.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Item-Language Model for Conversational Recommendation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.044549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1546643-fa7c-4b7c-bde5-c790e1b8b267 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:15:11.286263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79fd5bd4-3376-49e1-9ac9-3b43ad93ad0a · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:15:11.274587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 179786e7-ad11-4e94-825f-8e60a97dc01b · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:15:11.262752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8873b641-6021-4448-a148-c5041750174a · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:15:11.249643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bda6a4fa-eb83-468f-94ed-371466c56835 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.065073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a4d735b-98e4-46ad-8813-28b673c38211 · outbound

This paper cites an unresolved cited work.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.069576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cbaad1c-13ad-4b30-bfab-6508954fb3f7 · outbound

This paper cites In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.987068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b551759d-0f37-4f4e-bb67-84319de29a53 · outbound

This paper cites In Proceedings of the 1st workshop on deep learning for recommender systems.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation In Proceedings of the 1st workshop on deep learning for recommender systems

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.909612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b39123c3-9ecb-491d-971f-3c4dc8425b05 · outbound

This paper cites In Proceedings of the 28th ACM international conference on information and knowledge management.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation In Proceedings of the 28th ACM international conference on information and knowledge management

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.024714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 915268a1-12c0-4826-a55a-128a24959d7b · outbound

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

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation End-to-End User Behavior Retrieval in Click-Through RatePrediction Model

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:10.900201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65ad857a-cadf-45c0-a97f-dd2fa8aa51dc · outbound

This paper cites Advances in Neural Information Processing Systems 36 (2023), 10299–10315.

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation Advances in Neural Information Processing Systems 36 (2023), 10299–10315

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T19:15:11.013004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3ae5f0b4-f6e6-44c2-a580-f7205efe2427 · inbound

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform cites this paper.

PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:47:32.608178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.