Paper Citation Record · LEDGER

On Memory Construction and Retrieval for Personalized Conversational Agents

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2502.05589.

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

pith.paper-citation-record.v1
2502.05589 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:17:53.390227Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5712e040-0812-4186-9063-c47d5d9107ac · inbound

A Survey of Scaling in Large Language Model Reasoning cites this paper.

A Survey of Scaling in Large Language Model Reasoning On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 151

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:22:09.181925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 41bc471e-fe1f-44b8-b2e6-238f13335a5a · inbound

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs cites this paper.

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-17T11:05:10.086413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8cb70b83-a118-43c7-8683-fe3af148932d · inbound

MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations cites this paper.

MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T12:53:47.567669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8db0ad6-9b51-40f4-891a-bf0c0e6359bd · inbound

Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning cites this paper.

Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T04:55:54.593699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 35486769-fd13-4bc9-8b3b-8b0ec96c06a3 · inbound

RGMem: Renormalization Group-inspired Memory Evolution for Language Agents cites this paper.

RGMem: Renormalization Group-inspired Memory Evolution for Language Agents On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T09:16:52.602029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2dd5816-6b27-47f7-a3ec-1099983f093d · inbound

Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents cites this paper.

Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T01:02:41.099256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c14fee62-ea97-4296-8421-859cab52a970 · inbound

Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History cites this paper.

Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T22:25:30.151385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ce404c9-d3fd-4014-aa2c-806fd1c5245e · inbound

Back to Basics: Let Conversational Agents Remember with Just Retrieval and Generation cites this paper.

Back to Basics: Let Conversational Agents Remember with Just Retrieval and Generation On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:31:03.509621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ab9b58d-9708-4fd9-b014-0a1e0e52bbea · inbound

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration cites this paper.

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:21:10.138647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa646ece-2623-4349-8eaa-e33472d42760 · inbound

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration cites this paper.

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:32:41.627155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 737f041a-68d4-4702-95f5-8ff6b0e3a8d4 · inbound

HSUGA: LLM-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment cites this paper.

HSUGA: LLM-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T01:07:00.047353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4fcb353e-cc3e-482b-ac64-8d0f5ec0ee66 · inbound

Improving Multi-turn Dialogue Consistency with Self-Recall Thinking cites this paper.

Improving Multi-turn Dialogue Consistency with Self-Recall Thinking On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T20:25:02.557438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57757ca8-da4e-4ea9-b987-74180164fd2f · inbound

MGRetrieval: Memory-Guided Reflective Retrieval for Long-Term Dialogue Agents cites this paper.

MGRetrieval: Memory-Guided Reflective Retrieval for Long-Term Dialogue Agents On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T15:04:46.326430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 19766c06-7f30-41cc-a120-116e7e79cfbf · inbound

ElasticMem: Latent Memory as a Learnable Resource for LLM Agents cites this paper.

ElasticMem: Latent Memory as a Learnable Resource for LLM Agents On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-29T00:22:51.821643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 596114fb-c375-484c-a3a1-967d84e28e9c · inbound

Towards Root Memories: Benchmarking and Enhancing Implicit Logical Memory Retrieval for Personalized LLMs cites this paper.

Towards Root Memories: Benchmarking and Enhancing Implicit Logical Memory Retrieval for Personalized LLMs On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:49:46.856271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 215d05cf-0102-4ce7-8087-fb6c8ed73989 · inbound

A-TMA: Decoupling State-Aware Memory Failures in Long-Term Agent Memory cites this paper.

A-TMA: Decoupling State-Aware Memory Failures in Long-Term Agent Memory On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:08:21.310894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ab158df3-67c7-4379-8906-7ed4b8a678fe · inbound

A-TMA: Decoupling State-Aware Memory Failures in Long-Term Agent Memory cites this paper.

A-TMA: Decoupling State-Aware Memory Failures in Long-Term Agent Memory On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T08:31:35.789076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 383e35a5-b794-4f40-aff7-fec2456ff661 · inbound

LeanMem: Simple and Efficient Long-Term Memory for LLM Agents cites this paper.

LeanMem: Simple and Efficient Long-Term Memory for LLM Agents On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T18:44:45.266556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb7d46fd-ed79-4425-ae21-9c923116454c · inbound

LUNAR: Benchmarking Personalized Large Language Models on UNiversal User BehAvioR Logs cites this paper.

LUNAR: Benchmarking Personalized Large Language Models on UNiversal User BehAvioR Logs On Memory Construction and Retrieval for Personalized Conversational Agents

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T17:17:53.390227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.