Paper Citation Record · LEDGER

LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2402.09617.

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

pith.paper-citation-record.v1
2402.09617 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:29:20.075261Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T03:05:20.870407Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 609c4344-a3a1-466e-9759-7c22344e8e45 · inbound

Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization cites this paper.

Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T12:53:22.390022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c668f8d2-e489-4049-8352-e6f85d8da8de · inbound

Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems cites this paper.

Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T23:32:58.816554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3537a0f0-ea30-4c6f-bb6a-8c7c86281386 · inbound

Graph Foundation Models for Recommendation: A Comprehensive Survey cites this paper.

Graph Foundation Models for Recommendation: A Comprehensive Survey LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T05:30:26.236314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa81af5-321c-49a8-a367-d8bd1f604d0f · inbound

Can Explanations Improve Recommendations? Evidence from Prediction-Informed Explanations cites this paper.

Can Explanations Improve Recommendations? Evidence from Prediction-Informed Explanations LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:05:20.873003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7ef58c58-6f97-4180-a9a5-7f379ad5636b · inbound

MixLLM: Dynamic Routing in Mixed Large Language Models cites this paper.

MixLLM: Dynamic Routing in Mixed Large Language Models LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T18:11:31.770777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce4858d4-568b-4faf-8516-db816cdec38a · inbound

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation cites this paper.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.075261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b06f684e-fe14-40b3-a56f-b9a607587247 · inbound

Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming cites this paper.

Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T05:09:41.305998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cc4dea0-943e-42ab-b203-7ddf01390eaa · inbound

Multi-agents based User Values Mining for Recommendation cites this paper.

Multi-agents based User Values Mining for Recommendation LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T04:34:36.631189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25899c0c-c65a-45d0-a120-4842bf8ba3ab · inbound

Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback cites this paper.

Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T15:19:41.657729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c62e90-17f7-49e6-af98-58bc77a71142 · inbound

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO$_2$ Storage cites this paper.

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO$_2$ Storage LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T15:18:58.591659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5acc270-963c-4e46-aed9-40d4bf30708f · inbound

PageLLM: A Multi-Grained Reward Framework for Whole-Page Optimization with Large Language Models cites this paper.

PageLLM: A Multi-Grained Reward Framework for Whole-Page Optimization with Large Language Models LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:53.864785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a38bf425-dd44-4438-8525-96fa3d6aa09a · inbound

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation cites this paper.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:57.349946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81536918-4d96-4b85-a408-0e1460a0865d · inbound

Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives cites this paper.

Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-06T21:29:05.546995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb0afc4d-f0c2-45d8-83a5-9851ae16582e · inbound

When Transformers Meet Recommenders: Integrating Self-Attentive Sequential Recommendation with Fine-Tuned LLMs cites this paper.

When Transformers Meet Recommenders: Integrating Self-Attentive Sequential Recommendation with Fine-Tuned LLMs LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T19:22:30.269864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83fb80c5-e228-4d65-9619-cc52b877270b · inbound

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation cites this paper.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:46.680972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615fff3e-c2f9-4000-aeed-a92bd9855cf7 · inbound

Efficient LLM-based Advertising via Model Compression and Parallel Verification cites this paper.

Efficient LLM-based Advertising via Model Compression and Parallel Verification LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:47:04.193267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.