Paper Citation Record · LEDGER

DynamicPO: Dynamic Preference Optimization for Recommendation

As of 7 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2605.00327.

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

pith.paper-citation-record.v1
2605.00327 v4

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T08:17:24.191953Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

25 of 25 outbound references displayed

verified exact2
verified fuzzy17
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 767beb36-7bf4-41d6-b095-54b91b914457 · outbound

This paper cites In: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management.

DynamicPO: Dynamic Preference Optimization for Recommendation In: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.627039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b9ff5464-5d68-4583-942e-3ea8e99389ee · outbound

This paper cites In: Proceedings of the 17th ACM conference on recommender systems.

DynamicPO: Dynamic Preference Optimization for Recommendation In: Proceedings of the 17th ACM conference on recommender systems

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.625252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 520e4bf2-a385-4168-a199-a1d77893a7dd · outbound

This paper cites Information Systems125, 102427 (2024).

DynamicPO: Dynamic Preference Optimization for Recommendation Information Systems125, 102427 (2024)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.651481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4fb3f65-7624-4c7e-9c5d-65ed3dd8c922 · outbound

This paper cites ACM Transactions on Recommender Systems (2024).

DynamicPO: Dynamic Preference Optimization for Recommendation ACM Transactions on Recommender Systems (2024)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.642796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1601802d-28fe-4496-a1f1-e3d26c7e83d9 · outbound

This paper cites (eds.): Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, HetRec ’11.

DynamicPO: Dynamic Preference Optimization for Recommendation (eds.): Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, HetRec ’11

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.632262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a15e3965-93c3-4412-b3b8-637c91966165 · outbound

This paper cites Advances in Neural Information Processing Systems37, 27463–27489 (2024).

DynamicPO: Dynamic Preference Optimization for Recommendation Advances in Neural Information Processing Systems37, 27463–27489 (2024)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.641126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f7857a1-9ed0-465d-9abc-673aea0570e7 · outbound

This paper cites AQ Jiang, A Sablayrolles, A Mensch, C Bamford, DS Chaplot, Ddl Casas, F Bressand, G Lengyel, G Lample, L Saulnier, and 1 others.

DynamicPO: Dynamic Preference Optimization for Recommendation AQ Jiang, A Sablayrolles, A Mensch, C Bamford, DS Chaplot, Ddl Casas, F Bressand, G Lengyel, G Lample, L Saulnier, and 1 others

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:25:33.415702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d8ba311-ddb8-4b51-8b79-98dda8d96f88 · outbound

This paper cites Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System.

DynamicPO: Dynamic Preference Optimization for Recommendation Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:25:33.421580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 703bfccc-b300-477b-a00d-66439f8f5040 · outbound

This paper cites In: Proceedings of the 16th ACM conference on recommender systems.

DynamicPO: Dynamic Preference Optimization for Recommendation In: Proceedings of the 16th ACM conference on recommender systems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.635921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e50cf182-d228-4a50-b828-d1b27cf6fd79 · outbound

This paper cites Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation.

DynamicPO: Dynamic Preference Optimization for Recommendation Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:25:33.418439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72208302-194d-4de4-b62d-e885cfee0d3d · outbound

This paper cites an unresolved cited work.

DynamicPO: Dynamic Preference Optimization for Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-07-06T13:22:34.648002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5527a623-8166-4a9f-8b61-f8067423626f · outbound

This paper cites Session-based Recommendations with Recurrent Neural Networks.

DynamicPO: Dynamic Preference Optimization for Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T08:25:33.425065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1be8e1e2-5217-4f1c-9111-f4e98414821f · outbound

This paper cites In: Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and data mining.

DynamicPO: Dynamic Preference Optimization for Recommendation In: Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and data mining

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.646141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3a97b52-c51e-41ef-8e5b-d56f95629583 · outbound

This paper cites an unresolved cited work.

DynamicPO: Dynamic Preference Optimization for Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-07-06T13:22:34.649825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e42a7b99-312b-4efa-b876-358cc4576001 · outbound

This paper cites Advances in Neural Information Processing Systems37, 113072–113095 (2024).

DynamicPO: Dynamic Preference Optimization for Recommendation Advances in Neural Information Processing Systems37, 113072–113095 (2024)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.656930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2816d182-8fef-41ed-a916-b4b62293cd06 · outbound

This paper cites In: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval.

DynamicPO: Dynamic Preference Optimization for Recommendation In: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.644444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7938c289-62c8-47e7-be4b-6a8420243438 · outbound

This paper cites Advances in neural information processing systems36, 53728–53741 (2023).

DynamicPO: Dynamic Preference Optimization for Recommendation Advances in neural information processing systems36, 53728–53741 (2023)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.630454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd6fc59b-4fbc-4697-a0fd-b9a7fabe1396 · outbound

This paper cites In: Proceedings of the eleventh ACM international conference on web search and data mining.

DynamicPO: Dynamic Preference Optimization for Recommendation In: Proceedings of the eleventh ACM international conference on web search and data mining

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.653248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 059d84cc-307e-44cd-8d57-658873046fed · outbound

This paper cites Rethinking Large Language Model Architectures for Sequential Recommendations.

DynamicPO: Dynamic Preference Optimization for Recommendation Rethinking Large Language Model Architectures for Sequential Recommendations

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:25:33.412662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ecdaa19-ee42-4519-b5f4-df952897be48 · outbound

This paper cites Advances in Neural Information Processing Systems37, 129944–129966 (2024).

DynamicPO: Dynamic Preference Optimization for Recommendation Advances in Neural Information Processing Systems37, 129944–129966 (2024)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.655099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 37f55e1d-2647-4878-9431-295416b70bfc · outbound

This paper cites World Wide Web27(5), 60 (2024).

DynamicPO: Dynamic Preference Optimization for Recommendation World Wide Web27(5), 60 (2024)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.637549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a9fec57-52c4-47c0-979c-73f18fd7f526 · outbound

This paper cites In: Proceedings of the 31st International Conference on Computational Linguistics.

DynamicPO: Dynamic Preference Optimization for Recommendation In: Proceedings of the 31st International Conference on Computational Linguistics

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.628676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e9aba6b-4034-4665-930e-3f2a4ad7589b · outbound

This paper cites Large Language Model Can Interpret Latent Space of Sequential Recommender.

DynamicPO: Dynamic Preference Optimization for Recommendation Large Language Model Can Interpret Latent Space of Sequential Recommender

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:25:33.409808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4cd631aa-4eb2-445d-b875-3d6d2c363866 · outbound

This paper cites modality-based recommender models revisited.

DynamicPO: Dynamic Preference Optimization for Recommendation modality-based recommender models revisited

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.634160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3fb8a289-d3a2-4f6e-ac3b-806160110237 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering (2025).

DynamicPO: Dynamic Preference Optimization for Recommendation IEEE Transactions on Knowledge and Data Engineering (2025)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T13:22:34.639222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.