Paper Citation Record · LEDGER

PALR: Personalization Aware LLMs for Recommendation

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2305.07622.

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

pith.paper-citation-record.v1
2305.07622 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:29:40.915100Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:00:06.167827Z

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 91b2fd26-0f37-4186-a581-1fb39f07d638 · inbound

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security cites this paper.

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security PALR: Personalization Aware LLMs for Recommendation

Reference 204

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:57:26.959199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a7fe85f0-a30d-483f-a465-d89b7d7211b7 · inbound

ULMRec: User-centric Large Language Model for Sequential Recommendation cites this paper.

ULMRec: User-centric Large Language Model for Sequential Recommendation PALR: Personalization Aware LLMs for Recommendation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T20:40:43.663098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec62de44-38e8-4eb9-b1ff-2cd0f022f982 · inbound

AI PERSONA: Towards Life-long Personalization of LLMs cites this paper.

AI PERSONA: Towards Life-long Personalization of LLMs PALR: Personalization Aware LLMs for Recommendation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T13:31:41.431883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b877a7d-e0e1-4d8e-a3cb-8c79499741a7 · inbound

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation cites this paper.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation PALR: Personalization Aware LLMs for Recommendation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:30.168481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f9c0aa7-3f53-4fae-a907-030ba013570e · inbound

Can Large Language Models Understand Preferences in Personalized Recommendation? cites this paper.

Can Large Language Models Understand Preferences in Personalized Recommendation? PALR: Personalization Aware LLMs for Recommendation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T16:17:33.501265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84c37f65-f282-498c-ad68-6f31423bb104 · inbound

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

Graph Foundation Models for Recommendation: A Comprehensive Survey PALR: Personalization Aware LLMs for Recommendation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T05:30:26.249126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14300228-cfbd-4ba4-8912-a25480837adc · inbound

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations cites this paper.

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations PALR: Personalization Aware LLMs for Recommendation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:15.776576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f63032b1-2210-4182-bbb7-c981274a282e · inbound

Instruction-Based Fine-tuning of Open-Source LLMs for Predicting Customer Purchase Behaviors cites this paper.

Instruction-Based Fine-tuning of Open-Source LLMs for Predicting Customer Purchase Behaviors PALR: Personalization Aware LLMs for Recommendation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T10:07:33.793914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d348e5d-2803-42df-baf7-1df246b73d65 · inbound

From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System cites this paper.

From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System PALR: Personalization Aware LLMs for Recommendation

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:40.915100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37166f72-1cac-4477-8501-528d8854ce43 · inbound

Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View cites this paper.

Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View PALR: Personalization Aware LLMs for Recommendation

Reference 8172

Resolution: unresolved; no resolver link, observed 2026-08-16T00:00:23.621920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6746f23-b4d3-4ad7-a2ca-7d7418507262 · inbound

Advancing and Benchmarking Personalized Tool Invocation for LLMs cites this paper.

Advancing and Benchmarking Personalized Tool Invocation for LLMs PALR: Personalization Aware LLMs for Recommendation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T23:45:53.403183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072919a3-d919-4d1f-875d-2dd4795f5b52 · inbound

Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders cites this paper.

Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders PALR: Personalization Aware LLMs for Recommendation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T13:00:26.845272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 925456e7-d7cb-491f-ba06-e31bf34138de · inbound

LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking cites this paper.

LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking PALR: Personalization Aware LLMs for Recommendation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:12.720742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e37bbea3-b624-4247-badc-0985b0956d72 · inbound

SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding cites this paper.

SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding PALR: Personalization Aware LLMs for Recommendation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:44.983354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55da51fa-5ca4-4415-a681-6c112d6ee528 · inbound

LettinGo: Explore User Profile Generation for Recommendation System cites this paper.

LettinGo: Explore User Profile Generation for Recommendation System PALR: Personalization Aware LLMs for Recommendation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T18:57:42.397331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bd8d4bf-7194-45c8-b172-be0827d6c01a · inbound

RecLLM-R1: A Two-Stage Training Paradigm with Reinforcement Learning and Chain-of-Thought v1 cites this paper.

RecLLM-R1: A Two-Stage Training Paradigm with Reinforcement Learning and Chain-of-Thought v1 PALR: Personalization Aware LLMs for Recommendation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T23:12:33.694178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1709cd0f-3ff5-4cb4-960e-aa377c3d1b6d · inbound

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation cites this paper.

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation PALR: Personalization Aware LLMs for Recommendation

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T19:23:53.066800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d1d3490-ae7a-4dd5-964c-eb9d85bc4240 · inbound

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics cites this paper.

Web-Browsing LLMs Can Access Social Media Profiles and Infer User Demographics PALR: Personalization Aware LLMs for Recommendation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:37.478634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e77b965-f3aa-4d26-8745-8871076eda65 · inbound

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models cites this paper.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models PALR: Personalization Aware LLMs for Recommendation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T15:03:57.250830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914ca124-b089-4dbc-a941-ec7e42fd2747 · inbound

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model cites this paper.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model PALR: Personalization Aware LLMs for Recommendation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:58.217238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae4fdd9-af2a-485a-8bd7-e1575f097e83 · inbound

StaffPro: an LLM Agent for Joint Staffing and Profiling cites this paper.

StaffPro: an LLM Agent for Joint Staffing and Profiling PALR: Personalization Aware LLMs for Recommendation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T12:39:25.723188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14e1757e-1081-48e6-9b37-4fb1ec2c0a9a · inbound

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation cites this paper.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation PALR: Personalization Aware LLMs for Recommendation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.324283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6557d617-d6d1-49f7-a2c8-0767a9b17dcc · inbound

Multimodal Recommendation via Self-Corrective Preference Alignmen cites this paper.

Multimodal Recommendation via Self-Corrective Preference Alignmen PALR: Personalization Aware LLMs for Recommendation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T20:55:36.009205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abd8f79c-f3a3-4fff-bb5a-ac7273dcc68a · inbound

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation cites this paper.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation PALR: Personalization Aware LLMs for Recommendation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T18:02:16.925748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 146b2dd7-6458-4705-b4ec-157d56130b9d · inbound

DUET: Joint Exploration of User Item Profiles in Recommendation System cites this paper.

DUET: Joint Exploration of User Item Profiles in Recommendation System PALR: Personalization Aware LLMs for Recommendation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:40:23.613247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08cb3271-adf4-447c-8017-3240f13e4345 · inbound

From Passive Feeds to Guided Discovery: AI-Initiated Interaction for Vague Intent in Content Exploration cites this paper.

From Passive Feeds to Guided Discovery: AI-Initiated Interaction for Vague Intent in Content Exploration PALR: Personalization Aware LLMs for Recommendation

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:09:30.800615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 09dedb52-baba-4223-aaa7-8a61b45a9686 · inbound

LLM Retrieval for Stable and Predictable Ad Recommendations cites this paper.

LLM Retrieval for Stable and Predictable Ad Recommendations PALR: Personalization Aware LLMs for Recommendation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-22T04:51:05.887942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92bd33d9-df04-4897-9ea3-1a6efd873ec7 · inbound

TubiFM: Unified Item, Carousel, and Search Ranking for Streaming Discovery cites this paper.

TubiFM: Unified Item, Carousel, and Search Ranking for Streaming Discovery PALR: Personalization Aware LLMs for Recommendation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-25T03:05:16.684504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9add55c9-f0f5-45fd-8e9b-20f10cde497f · inbound

LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems cites this paper.

LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems PALR: Personalization Aware LLMs for Recommendation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:16:24.439478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a900fb09-3bf9-4ae4-862f-068ef2e4eff3 · inbound

LLM-Based User Personas for Recommendations at Scale cites this paper.

LLM-Based User Personas for Recommendations at Scale PALR: Personalization Aware LLMs for Recommendation

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:28:18.590714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ba977b5e-4fff-42da-8f6f-927f88f294c5 · inbound

LLM-Based User Personas for Recommendations at Scale cites this paper.

LLM-Based User Personas for Recommendations at Scale PALR: Personalization Aware LLMs for Recommendation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T11:48:21.831437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92f3374-cc7e-496d-92be-c994f3a29b42 · inbound

TokenMinds: Pretrained User Tokens and Embeddings for User Understanding in Large Recommender Systems cites this paper.

TokenMinds: Pretrained User Tokens and Embeddings for User Understanding in Large Recommender Systems PALR: Personalization Aware LLMs for Recommendation

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:00:06.170654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a7a87a32-d382-4473-b53c-c5cc60aebfd9 · inbound

CoPersona: Collaborative Persona Graphs for Robust LLM Personalization cites this paper.

CoPersona: Collaborative Persona Graphs for Robust LLM Personalization PALR: Personalization Aware LLMs for Recommendation

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:28:48.433561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f1d76e01-7451-49c9-a13c-92cef314b749 · inbound

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking cites this paper.

Position Bias Undermines Preference Consistency in Listwise LLM-Based Reranking PALR: Personalization Aware LLMs for Recommendation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T14:56:43.929225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.