Paper Citation Record · LEDGER

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation

As of 6 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2604.14833.

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

pith.paper-citation-record.v1
2604.14833 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T10:08:51.386465Z

measured 21 of 21 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 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

21 of 21 outbound references displayed

verified exact16
verified fuzzy3
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d21e5e55-b7cb-4f46-b666-6e605b1fc57a · outbound

This paper cites Multi-Task Deep Neural Networks for Natural Language Understanding.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Multi-Task Deep Neural Networks for Natural Language Understanding

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.474792Z

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.

Observation 60de275a-2c02-48a1-acd0-6f87aaf99d98 · outbound

This paper cites When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T10:09:06.455903Z

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.

Observation 5b413009-8955-43f0-b0c1-4c2c922a2fbd · outbound

This paper cites Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.518107Z

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.

Observation 87d833df-2503-4c05-83c5-f41efe7acef3 · outbound

This paper cites arXiv preprint arXiv:2411.14459 (2024).

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation arXiv preprint arXiv:2411.14459 (2024)

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T10:09:06.503865Z

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.

Observation 6255e62f-211c-4c97-adb7-fa1e3dac5b40 · outbound

This paper cites LLM-Rec: Personalized Recommendation via Prompting Large Language Models.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation LLM-Rec: Personalized Recommendation via Prompting Large Language Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.508610Z

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.

Observation 6a419e2e-d680-4a91-bfa1-448a5fb2170b · outbound

This paper cites A Survey on Cross-Domain Sequential Recommendation.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation A Survey on Cross-Domain Sequential Recommendation

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.513590Z

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.

Observation 161f6da1-3b4d-4c51-8f88-22b9f963e0a2 · outbound

This paper cites DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.462646Z

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.

Observation 88381f10-9fb1-416c-ae1b-1943ae5742ee · outbound

This paper cites Cross-Domain Recommendation Meets Large Language Models.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Cross-Domain Recommendation Meets Large Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.527857Z

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.

Observation deb9bf0f-f2da-4cfa-9e94-0195322608e4 · outbound

This paper cites Prompt-enhanced federated content representation learning for cross-domain recommendation.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Prompt-enhanced federated content representation learning for cross-domain recommendation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T01:23:20.618378Z

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.

Observation 5b4eb624-217c-41ed-b4f5-8347147c7777 · outbound

This paper cites Semantic-enhanced co-attention prompt learning for non-overlapping cross- domain recommendation.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Semantic-enhanced co-attention prompt learning for non-overlapping cross- domain recommendation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.498729Z

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.

Observation 8c0a1572-49e4-4ec2-819b-6379608e71e1 · outbound

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

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:09:40.489683Z

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.

Observation 82d987c0-7c1e-4f26-aa9d-bed42939e3c3 · outbound

This paper cites From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language Queries.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language Queries

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.484721Z

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.

Observation 0e2defba-556e-4ee8-ab61-2b1aa184cc4c · outbound

This paper cites Language-Based User Profiles for Recommendation.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Language-Based User Profiles for Recommendation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.494147Z

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.

Observation e7556470-c677-4f06-b56b-73c0af3f6d90 · outbound

This paper cites Zero-Shot Recommender Systems.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Zero-Shot Recommender Systems

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.445390Z

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.

Observation 3fbcb6cc-4f69-4052-a9cd-b66d15077a0c · outbound

This paper cites Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.450475Z

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.

Observation 0d2b7ddd-5a4e-4d7c-b6ac-a86901e524cf · outbound

This paper cites Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.523202Z

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.

Observation 63296309-40bd-442b-8c4a-3ca24b3f0ff0 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T01:23:20.621819Z

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.

Observation a262b39d-606f-4624-bd98-68ef911c8c77 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:54:09.090339Z

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.

Observation 385fe5d8-4359-4a33-a158-5cbc609cd490 · outbound

This paper cites iDLG: Improved Deep Leakage from Gradients.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation iDLG: Improved Deep Leakage from Gradients

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:06.489828Z

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.

Observation e1f6352f-a0c2-4308-a3dc-344dd20af806 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation OPT: Open Pre-trained Transformer Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:53:19.162556Z

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.

Observation 862ddfb0-008a-4210-88f8-d153ddea123b · outbound

This paper cites Recguru: Adversarial learning of generalized user representations for cross-domain recommendation.

Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation Recguru: Adversarial learning of generalized user representations for cross-domain recommendation

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T01:23:20.625335Z

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.

Pith citing papers

No inbound Pith citation observations are available.