Paper Citation Record · LEDGER

SimpleMem: Efficient Lifelong Memory for LLM Agents

As of 7 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 76 inbound Pith citation observations for arXiv:2601.02553.

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

pith.paper-citation-record.v1
2601.02553 v3

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T08:10:45.339213Z

measured 88 of 88 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 76 of 76 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:15:10.603326Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy10
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a5ac8731-6685-431b-b997-221fe06f6ce8 · outbound

This paper cites Agent0 -vl: Exploring self -evolving agent for tool -integrated vision -language reasoning.

SimpleMem: Efficient Lifelong Memory for LLM Agents Agent0 -vl: Exploring self -evolving agent for tool -integrated vision -language reasoning

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T08:10:45.362009Z

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 8b654c96-71f3-45a7-957c-c46dfc38ab69 · outbound

This paper cites Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution.

SimpleMem: Efficient Lifelong Memory for LLM Agents Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T08:10:45.369844Z

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 69177bb6-8732-4003-a00e-77d0891c986f · outbound

This paper cites - Discard redundant confirmations unless they modify or finalize a decision.

SimpleMem: Efficient Lifelong Memory for LLM Agents - Discard redundant confirmations unless they modify or finalize a decision

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.374907Z

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 aedda8d0-22c6-45f6-9d43-b9437e531427 · outbound

This paper cites - Ensure each memory unit is interpretable without access to prior dialogue.

SimpleMem: Efficient Lifelong Memory for LLM Agents - Ensure each memory unit is interpretable without access to prior dialogue

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.381738Z

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 d99a712f-e6c6-48c5-a671-f7e0ff0f1597 · outbound

This paper cites tomorrow.

SimpleMem: Efficient Lifelong Memory for LLM Agents tomorrow

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.385451Z

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 cacaeec6-614f-4c3e-9974-9d0c11da1a6a · outbound

This paper cites memory_units.

SimpleMem: Efficient Lifelong Memory for LLM Agents memory_units

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.389935Z

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 4070f146-20e9-4cf9-845d-3f20746aaf3b · outbound

This paper cites LOW" if the query can be answered via direct fact lookup or a single memory unit. - Assign.

SimpleMem: Efficient Lifelong Memory for LLM Agents LOW" if the query can be answered via direct fact lookup or a single memory unit. - Assign

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.393267Z

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 835f715f-ba37-4f48-9b40-9de7eef8f1f9 · outbound

This paper cites complexity.

SimpleMem: Efficient Lifelong Memory for LLM Agents complexity

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.397071Z

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 58749d1c-b1cd-4801-9466-b072d1a9af2f · outbound

This paper cites - Use detailed memory units to ground the response with specific facts.

SimpleMem: Efficient Lifelong Memory for LLM Agents - Use detailed memory units to ground the response with specific facts

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.400725Z

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 1adaf8b3-7f93-4c00-8999-8af9d76d23b4 · outbound

This paper cites - Optionally reference abstract patterns when relevant.

SimpleMem: Efficient Lifelong Memory for LLM Agents - Optionally reference abstract patterns when relevant

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.404741Z

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 270038a8-80e0-4fbf-aa88-543d05f26175 · outbound

This paper cites 12 SimpleMem: Efficient Lifelong Memory for LLM Agents.

SimpleMem: Efficient Lifelong Memory for LLM Agents 12 SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.408308Z

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 c7483978-41d2-4700-9bf7-9b0097516714 · outbound

This paper cites I do not have enough information in my memory.

SimpleMem: Efficient Lifelong Memory for LLM Agents I do not have enough information in my memory

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T08:10:45.411623Z

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

Observation 40f11357-5269-4b38-9f91-928a3a0ea2ef · inbound

Query-focused and Memory-aware Reranker for Long Context Processing cites this paper.

Query-focused and Memory-aware Reranker for Long Context Processing SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T23:59:26.360900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d3ec1c8-0e6f-4be3-82cc-27187c97937c · inbound

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling cites this paper.

HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 95c5d43f-1a51-4684-9c2b-6d50c5e02318 · inbound

Exploring Robust Multi-Agent Workflows for Environmental Data Management cites this paper.

Exploring Robust Multi-Agent Workflows for Environmental Data Management SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T16:57:53.484253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0124d02a-2f72-48b9-aab1-f0fa8be1376d · inbound

Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems cites this paper.

Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 d647ac58-bac4-4f5c-89a3-66991c669735 · inbound

FileGram: Grounding Agent Personalization in File-System Behavioral Traces cites this paper.

FileGram: Grounding Agent Personalization in File-System Behavioral Traces SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 02d239c0-fb13-4094-afaf-b2e78e43c1aa · inbound

SensorPersona: An LLM-Empowered System for Continual Persona Extraction from Longitudinal Mobile Sensor Streams cites this paper.

SensorPersona: An LLM-Empowered System for Continual Persona Extraction from Longitudinal Mobile Sensor Streams SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 7523ca7e-96e1-4055-9238-60d238e31f3f · inbound

Latent Preference Modeling for Cross-Session Personalized Tool Calling cites this paper.

Latent Preference Modeling for Cross-Session Personalized Tool Calling SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 e7bace62-7352-45af-816e-f0f29e52783a · inbound

Cognis: Context-Aware Memory for Conversational AI Agents cites this paper.

Cognis: Context-Aware Memory for Conversational AI Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 06977301-9d18-48b2-8826-326279b32329 · inbound

Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent cites this paper.

Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 e30f6ade-94b9-4e44-9f2f-6303af0087f9 · inbound

Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent cites this paper.

Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-01T09:25:40.525954Z

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 829c10b4-90a6-4c36-85ff-4766b839ea5f · inbound

MEMTIER: Tiered Memory Architecture and Retrieval Bottleneck Analysis for Long-Running Autonomous AI Agents cites this paper.

MEMTIER: Tiered Memory Architecture and Retrieval Bottleneck Analysis for Long-Running Autonomous AI Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T00:25:10.164625Z

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 44527ef7-650f-4cad-b9d0-909b3bcee444 · inbound

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning cites this paper.

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 fe52f36a-1dff-4f18-80c2-fafd41819f98 · inbound

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning cites this paper.

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 def6d709-ef64-47b7-bbac-4b4ced76f4a2 · inbound

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning cites this paper.

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 604113cb-b7fd-4d9d-a165-4328dfdaa36e · inbound

SkillMaster: Toward Autonomous Skill Mastery in LLM Agents cites this paper.

SkillMaster: Toward Autonomous Skill Mastery in LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 6770fc0e-e4b4-4772-a211-54cdb5b1e202 · inbound

SkillMaster: Toward Autonomous Skill Mastery in LLM Agents cites this paper.

SkillMaster: Toward Autonomous Skill Mastery in LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 d5247429-535d-4695-b079-fd10bf6fc08b · inbound

RewardHarness: Self-Evolving Agentic Post-Training cites this paper.

RewardHarness: Self-Evolving Agentic Post-Training SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 4b467182-20fc-4974-b5ff-944ba987a767 · inbound

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning cites this paper.

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 49726617-5c88-4a8d-a24b-354abd4a5752 · inbound

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning cites this paper.

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 a60fbe52-be16-4b1d-86ce-cfe72f2078fd · inbound

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare cites this paper.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 4b13211c-aa1a-4711-9d69-983be50a3306 · inbound

SkillGraph: Skill-Augmented Reinforcement Learning for Agents via Evolving Skill Graphs cites this paper.

SkillGraph: Skill-Augmented Reinforcement Learning for Agents via Evolving Skill Graphs SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 6dd813c3-1829-4a60-aa49-d6ea1bffd7b6 · inbound

PRISM: Pareto-Efficient Retrieval over Intent-Aware Structured Memory for Long-Horizon Agents cites this paper.

PRISM: Pareto-Efficient Retrieval over Intent-Aware Structured Memory for Long-Horizon Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 65115677-b2a4-4c2c-bf84-ff721d643b67 · inbound

PRISM: Pareto-Efficient Retrieval over Intent-Aware Structured Memory for Long-Horizon Agents cites this paper.

PRISM: Pareto-Efficient Retrieval over Intent-Aware Structured Memory for Long-Horizon Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-25T06:25:23.655563Z

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 8bff3b67-8ecb-49f8-9be7-c48eef844f75 · inbound

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents cites this paper.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 ba6988d2-435c-4191-8bc4-80d2530d23dc · inbound

ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents cites this paper.

ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 f6ffcddd-0919-425d-a233-6a54e2861649 · inbound

ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents cites this paper.

ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 ae93b7fe-2b02-474f-b2f9-9313a31d405f · inbound

MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory cites this paper.

MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-06-30T21:05:04.020741Z

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 ed9d0c7b-94e8-4d79-8123-cc31c64c6725 · inbound

DimMem: Dimensional Structuring for Efficient Long-Term Agent Memory cites this paper.

DimMem: Dimensional Structuring for Efficient Long-Term Agent Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 4ff0799d-940e-4692-b5cc-70ccab33efa8 · inbound

DimMem: Dimensional Structuring for Efficient Long-Term Agent Memory cites this paper.

DimMem: Dimensional Structuring for Efficient Long-Term Agent Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-01T14:55:47.103057Z

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 22288380-9338-4b7c-a921-d54ca68d2abe · inbound

MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents cites this paper.

MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 669a3879-5438-4053-88ba-f54747fa52b1 · inbound

Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents cites this paper.

Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 52990ec6-2a1a-421b-a916-94f04bdaf14a · inbound

MemGym: a Long-Horizon Memory Environment for LLM Agents cites this paper.

MemGym: a Long-Horizon Memory Environment for LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 871cfd07-7874-4e98-860d-0bb634785f15 · inbound

EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning cites this paper.

EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 cfa98870-da0d-4b02-97fc-40c229c2d8f6 · inbound

EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning cites this paper.

EvoIR-Agent: Self-Evolving Image Restoration Agentic System via Experience-Driven Learning SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-06-30T17:24:57.086858Z

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 96ef75dc-94d6-40b5-bb85-91ffa3c9c3a5 · inbound

Self-Evolving Multi-Agent Systems via Decentralized Memory cites this paper.

Self-Evolving Multi-Agent Systems via Decentralized Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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 948c75c2-a1f7-40a8-b1ac-04f6f447f335 · inbound

From Correctness to Preference: A Framework for Personalized Agentic Reinforcement Learning cites this paper.

From Correctness to Preference: A Framework for Personalized Agentic Reinforcement Learning SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T04:50:21.193065Z

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 1e47b446-9baf-4e32-a635-3989c2f1dab7 · inbound

Memory-Induced Tool-Drift in LLM Agents cites this paper.

Memory-Induced Tool-Drift in LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-06-30T00:24:04.380155Z

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 7f12b390-ffbd-4a55-be1e-828e499fda45 · inbound

From Facts to Insights: A Persona-Driven Dual Memory Framework and Dataset for Role-Playing Agents cites this paper.

From Facts to Insights: A Persona-Driven Dual Memory Framework and Dataset for Role-Playing Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 72

Resolution: verified exact; local_arxiv, observed 2026-06-29T21:53:59.202556Z

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 1123cfd5-ba30-4ead-a34b-75d37f145a45 · inbound

Mitigating Provenance-Role Collapse in Long-Term Agents via Typed Memory Representation cites this paper.

Mitigating Provenance-Role Collapse in Long-Term Agents via Typed Memory Representation SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T22:14:00.446975Z

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 701df2c8-8f8e-41f2-af56-b17f686897d4 · inbound

MemFail: Stress-Testing Failure Modes of LLM Memory Systems cites this paper.

MemFail: Stress-Testing Failure Modes of LLM Memory Systems SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T18:13:48.536342Z

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 a1be09bc-de18-43f0-a6b3-e47aba6471df · inbound

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems cites this paper.

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T12:33:24.896334Z

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 d7841885-ba89-45a5-9cd5-4afa9cb94e10 · inbound

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems cites this paper.

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T12:58:48.186527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f81d2a85-5742-4317-8872-39bc35188cf7 · inbound

Personal Visual Memory from Explicit and Implicit Evidence cites this paper.

Personal Visual Memory from Explicit and Implicit Evidence SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:43:25.442955Z

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 7d16dbbe-7d9d-4f2f-822b-02380ea44ecf · inbound

Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning cites this paper.

Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T19:12:34.584933Z

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 ccb3e725-0413-459e-8f62-59755b48ce12 · inbound

Learning to Retrieve: Dual-Level Long-Term Memory for Text-to-SQL Agents cites this paper.

Learning to Retrieve: Dual-Level Long-Term Memory for Text-to-SQL Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T19:12:35.009551Z

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 50675733-0d86-43f9-b343-a01496fcadf8 · inbound

MemPro: Agentic Memory Systems as Evolvable Programs cites this paper.

MemPro: Agentic Memory Systems as Evolvable Programs SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T19:22:34.718174Z

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 83b74d42-2047-4d3b-8f56-9c42c8448584 · inbound

SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training cites this paper.

SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T23:16:23.886381Z

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 856be02a-bc96-47fa-828b-9a7a56b99fee · inbound

Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline cites this paper.

Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:36:45.470052Z

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 6bc06104-0f97-4f15-b1fc-5dd3c5a54747 · inbound

Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads cites this paper.

Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-02T13:36:59.284046Z

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 b303b8b9-567e-4e2d-b574-32b336ad1d4d · inbound

ConMem: Structured Memory-Guided Adaptation in Training-Free Multi-Agent Systems cites this paper.

ConMem: Structured Memory-Guided Adaptation in Training-Free Multi-Agent Systems SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-02T22:37:26.629613Z

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 0901fb9c-d856-4d7b-9198-fb19603db4d6 · inbound

Co-Evolving Skill Generation and Policy Optimization cites this paper.

Co-Evolving Skill Generation and Policy Optimization SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 90

Resolution: verified exact; local_arxiv, observed 2026-07-02T22:47:26.435624Z

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 a8983bb2-ae47-4df9-aac3-1b8f5588a949 · inbound

Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs cites this paper.

Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 49

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T01:07:30.299439Z

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 1ac73603-e291-4d46-82bc-a450312b3881 · inbound

MemRefine: LLM-Guided Compression for Long-Term Agent Memory cites this paper.

MemRefine: LLM-Guided Compression for Long-Term Agent Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-06-27T07:00:40.279988Z

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 d6a93683-25a1-4a8a-8fff-3a6118181164 · inbound

MemTrace: Probing What Final Accuracy Misses in Long-Term Memory cites this paper.

MemTrace: Probing What Final Accuracy Misses in Long-Term Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T18:18:49.786485Z

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 546958a1-d81c-4ee1-a4c3-ebd5e7084e58 · inbound

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory cites this paper.

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:39:38.296166Z

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 5e96b8ea-a80c-4b32-8665-ec704ecd6e89 · inbound

Are We Ready For An Agent-Native Memory System? cites this paper.

Are We Ready For An Agent-Native Memory System? SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-04T17:09:59.355591Z

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 2e51820f-dd6c-447e-92db-c519902b09ec · inbound

When Does Overlap Help? OSU-Mem and a Cell-Conditional Analysis of Trajectory Memory for LLM Agents cites this paper.

When Does Overlap Help? OSU-Mem and a Cell-Conditional Analysis of Trajectory Memory for LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T11:54:38.777451Z

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 e45cb05b-7fb0-4848-a379-0914e0170b22 · inbound

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception cites this paper.

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T10:46:46.380037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a492253d-9547-4548-9d87-067599e40504 · inbound

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception cites this paper.

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T09:38:42.549899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c699e6aa-90dd-42da-9663-1b0a10ad5012 · inbound

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception cites this paper.

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T02:07:41.751506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e61b5d4-7876-4949-8c58-31501b3abb38 · inbound

What Memory Do GUI Agents Really Need? From Passive Records to Active Task-Driving States cites this paper.

What Memory Do GUI Agents Really Need? From Passive Records to Active Task-Driving States SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 65

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T10:35:41.280042Z

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 e0b79ebc-f5ab-498a-a04d-1f674de8d203 · inbound

What Memory Do GUI Agents Really Need? From Passive Records to Active Task-Driving States cites this paper.

What Memory Do GUI Agents Really Need? From Passive Records to Active Task-Driving States SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 65

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T22:08:58.649283Z

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 88c4d406-9204-4cf7-be40-18a1aeaa14e3 · inbound

Learning User-Aware Recall: Personalized Retrieval in Long-Term Conversational Memory cites this paper.

Learning User-Aware Recall: Personalized Retrieval in Long-Term Conversational Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-02T23:07:26.367654Z

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 ea04d7f6-9a7c-48c8-981f-4ede212491c2 · inbound

Learning User-Aware Recall: Personalized Retrieval in Long-Term Conversational Memory cites this paper.

Learning User-Aware Recall: Personalized Retrieval in Long-Term Conversational Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-04T00:39:16.348740Z

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 ac97ecc7-39de-4fcb-8b8f-afd960b0042f · inbound

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry cites this paper.

Agent Reinforcement Learning via Pivotal-Aware Self-Feedback Retry SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T00:33:06.488657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aff18a0-cc71-41c6-96a7-7b1d8c57dc60 · inbound

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory cites this paper.

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-14T12:26:27.446079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ab07459-3230-4c9c-b727-c28ebb744e84 · inbound

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory cites this paper.

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T07:21:28.731407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd5d0c16-b755-4d7a-8247-de185753e6ad · inbound

Profile-Graph Memory for LLM Agents: Implicit Cross-Entity Traversal through Narrative Profiles cites this paper.

Profile-Graph Memory for LLM Agents: Implicit Cross-Entity Traversal through Narrative Profiles SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T12:38:27.700242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b944d89-6043-4542-b402-5fdc09134c74 · inbound

MemHarness: Memory Is Reconstructed, Not Replayed cites this paper.

MemHarness: Memory Is Reconstructed, Not Replayed SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T12:39:14.236279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31fe00ce-c3e0-42d6-9831-77837cfda185 · inbound

Beyond Retrieval: Analytic Memory for Multimodal Agents cites this paper.

Beyond Retrieval: Analytic Memory for Multimodal Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T07:06:05.830260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea87ed4-3cb5-4ecb-8d26-57c2d9ce4783 · inbound

MemoryForge: Synthesize Lifelong Memory for Human-Like LLM Agents cites this paper.

MemoryForge: Synthesize Lifelong Memory for Human-Like LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T02:49:04.862765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6090d4a-c663-47d2-8cc3-cddd1a732f32 · inbound

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems cites this paper.

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T01:41:05.493275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da4ab8d-8992-417d-9256-efbe867729ad · inbound

MemSIF: From Structured Interactions to Dual-Track Fact Memory for LLM Agents cites this paper.

MemSIF: From Structured Interactions to Dual-Track Fact Memory for LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T21:55:05.909426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f63af791-b5fb-4994-b31d-0ce992e334a3 · inbound

MemSIF: From Structured Interactions to Dual-Track Fact Memory for LLM Agents cites this paper.

MemSIF: From Structured Interactions to Dual-Track Fact Memory for LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:15:10.603326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce215dfa-542d-4a51-9434-b8f79c7f6548 · inbound

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

LeanMem: Simple and Efficient Long-Term Memory for LLM Agents SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T18:44:44.342872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2307980-8ccf-4686-b5b3-476170583cfd · inbound

MemoryCPT: An End-to-End Agent Memory Framework for Cost-Performance Trade-off cites this paper.

MemoryCPT: An End-to-End Agent Memory Framework for Cost-Performance Trade-off SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:20:22.873986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.