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Paper Citation Record · LEDGER

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

As of 6 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 7 inbound Pith citation observations for arXiv:2605.13941.

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

pith.paper-citation-record.v1
2605.13941 v1

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T04:48:12.883761Z

measured 83 of 83 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:21:28.845174Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T12:16:56.487517Z

Reference resolution

76 of 76 outbound references displayed

  • verified exact16
  • verified fuzzy42
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be634a5f-f2d7-4ee2-9ecf-2239b2acb8a6 · outbound

This paper cites Self-rag: Learning to retrieve, generate, and critique through self-reflection.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Self-rag: Learning to retrieve, generate, and critique through self-reflection

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.717601Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:8becc68dbf808b8043dcc8e11220192352048068a3a6e0ab0e7b3c5f8fb9f74f

Observation f227f31c-eca8-4734-9765-625b9519e881 · outbound

This paper cites Self-play fine- tuning converts weak language models to strong language models.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Self-play fine- tuning converts weak language models to strong language models

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.725115Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:41ccd63846745d30ca2f4e7169e1129b31530bb9784f4524715e18b761bbf083

Observation 503086b4-2420-4477-a614-75a336bf1da2 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.072007Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:648a91578bcd38eed2c958c8a108bd0652c6071a174dda934ec0a6c8a4d4e3dd

Observation 62ab45a2-ad30-43d3-967e-2dbc602f7fde · outbound

This paper cites Über das gedächtnis: Untersuchungen zur experimentellen psychologie.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Über das gedächtnis: Untersuchungen zur experimentellen psychologie

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.712916Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:bf168f9043c40b5536d1c90f9e3af94c5dc192fc95ea965204536c0a476183ef

Observation 6d94629c-4abb-4a31-86fe-06242314f487 · outbound

This paper cites A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.093342Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:6e79053b6a7795ffa11a9f813fb8a988fcc29a50aee537fa712b22312766a155

Observation d16739d0-9fb5-4e0f-93da-8ea09e59adb5 · outbound

This paper cites λ-tune: Harnessing large language models for automated database system tuning.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents λ-tune: Harnessing large language models for automated database system tuning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.699914Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:a1d8201cb9d44d99cd3be9972b1dfd2704b24d4632fec9e0d1dbdd354e7c7a10

Observation e58a7f61-6eed-4f09-b3f1-291baa1164ad · outbound

This paper cites Realm: Retrieval- augmented language model pre-training.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Realm: Retrieval- augmented language model pre-training

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.704833Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:64e177a0879d3099945d2cd24e5127f51e4e979abb0941b8b9bb68c73a81db10

Observation 463bdb32-69f6-49a5-84ad-5d4990e6a0ea · outbound

This paper cites Memory in the Age of AI Agents.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Memory in the Age of AI Agents

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.132388Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:0b1470625914b2efc5c2217838a77e490892cdfd99f0b0bc8a5acc937e10cba7

Observation 4925d909-8465-4826-b8a4-721bd86548d8 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.684134Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:cf6230f0536bc28c17ee40e60a5accd1651040fe301211da473f5c081caab89a

Observation 384bfffc-92fa-4fd9-9d55-f27360bf1243 · outbound

This paper cites Active retrieval augmented generation.Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 7969–7992.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Active retrieval augmented generation.Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 7969–7992

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.690343Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:a94f2f5c261ed7720d336ec0ccc27269e03c469edab01c3b13ae5248a93fa777

Observation f70212da-8d08-4234-a1d4-69518d665f49 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in Neural Information Processing Systems, 33:9459–9474.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in Neural Information Processing Systems, 33:9459–9474

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.678605Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:ed0549fa46b405c422025c2c0b9839098a51d223a6c05dfaacb2168ae29233af

Observation b1c08622-1045-4499-83cd-ae7545b430c6 · outbound

This paper cites Omni-SimpleMem: Autoresearch- guided discovery of lifelong multimodal agent memory.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Omni-SimpleMem: Autoresearch- guided discovery of lifelong multimodal agent memory

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.148306Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:eea24840affc8c7733eb39eba13585ba4f6016215d4c0843e3e05ce2d7de9cc2

Observation 8bff3b67-8ecb-49f8-9be7-c48eef844f75 · outbound

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

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:8728fdae79c4d70e91c5d31167b4da338b8d4a3f8c875dbd1f7d7df4b2b22d05

Observation b38f882f-c8cf-4d71-9bb0-0c59a15d8e63 · outbound

This paper cites Autoresearchclaw: Fully autonomous research from idea to paper, 2026.https://github.com/aiming-lab/AutoResearchClaw.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Autoresearchclaw: Fully autonomous research from idea to paper, 2026.https://github.com/aiming-lab/AutoResearchClaw

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.672795Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:45d8b37ab9ae3489cc82f2a114308da0fc9d21d0891afcc9624ded0bfb037867

Observation ddc4d089-3f7b-4e86-b600-0a7510a49d99 · outbound

This paper cites MemVerse: Multimodal Memory for Lifelong Learning Agents.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents MemVerse: Multimodal Memory for Lifelong Learning Agents

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-06-03T02:05:11.728186Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:906ec5db4f28cbf1c9dcd171e83cadf60f6cd94ffcb40aa159f5f73baaa137ab

Observation 441689b9-b5f4-4523-9589-b690d44d6c81 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.Advances in Neural Information Processing Systems, 36:46534–46594.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Self-refine: Iterative refinement with self-feedback.Advances in Neural Information Processing Systems, 36:46534–46594

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.694859Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:799d7f09e0b9b70f114065b4f34bd965079566c8eba76bd5d071bd78fdaf189b

Observation 867bf33d-2ef1-45d6-94a0-d154b7b96db1 · outbound

This paper cites Evaluating very long-term conversational memory of llm agents.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Evaluating very long-term conversational memory of llm agents

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.708758Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:ba9009356aacdabc1f9151e969413d5c7e5fd3269de564e52f015d9248128b8a

Observation 2f27e55c-4c1f-4bf1-83db-748cabfd2a1b · outbound

This paper cites Why there are comple- mentary learning systems in the hippocampus and neocortex.Psychological Review, 102(3): 419–457.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Why there are comple- mentary learning systems in the hippocampus and neocortex.Psychological Review, 102(3): 419–457

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.655151Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:a7d295831d8f21432c270f7f689af10a295f77ba776ae106629942940cadd9eb

Observation 7fb477f2-bdb2-4dc6-b408-98d6b6fb7cb6 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents MemGPT: Towards LLMs as Operating Systems

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.141901Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:7f30548a052ca4d907bf69f95612736d14a9e3e9cdb6aa9caa2098f6a3a239a8

Observation 37943ee1-23d7-490b-85cc-0459a9ed9270 · outbound

This paper cites Vicky Zhao, Lili Qiu, and Jianfeng Gao.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Vicky Zhao, Lili Qiu, and Jianfeng Gao

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.658375Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:3aaa6eca6d8bc3f741ed58c709a957f70acdc704dd24bda97e92440662701780

Observation c51e9ad1-91b2-4e83-9d3a-5655b4cc0b87 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, pages 1–22.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Generative agents: Interactive simulacra of human behavior.Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, pages 1–22

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.663416Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:d98f1767b561186dc62127a431a4df7d44d67e8d5bbae7313ee74e3f421bc853

Observation 04974b6c-61c5-4850-b25e-68384a963a02 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.568271Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:9735ea1426136b5051159ab0acc9173edc7252e6f36c7fba12f19eb0bbfece20

Observation 4ac0ebc9-3d68-4b76-bb82-5d339a44e1bb · outbound

This paper cites Sumers, Shunyu Yao, Karthik Narasimhan, and Thomas L.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Sumers, Shunyu Yao, Karthik Narasimhan, and Thomas L

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.663078Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:59b36688ebc62e1905b009eafc1bed7dae9d51f56b711d5f077696e306185b54

Observation 4645f830-f615-4989-83f2-6829a90bda90 · outbound

This paper cites MemBench: Towards more comprehensive evaluation on the memory of LLM-based agents.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents MemBench: Towards more comprehensive evaluation on the memory of LLM-based agents

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.648189Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:955d34ae21399aae7b1aceb45d5fb718b02035ba0f4cecd011938de8505f3587

Observation 1dd59f5d-3cba-458d-8f4e-a9eca7042da6 · outbound

This paper cites In prospect and retrospect: Reflective memory management for long-term personalized dialogue agents.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents In prospect and retrospect: Reflective memory management for long-term personalized dialogue agents

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.643738Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:89c6b769b293a4ba906c6c81530088f5b4389b537af29f0437dcaf281f800860

Observation 235e36bd-0546-4ba4-b717-4909a1a101e2 · outbound

This paper cites SCM: Enhancing Large Language Model with Self-Controlled Memory Framework.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents SCM: Enhancing Large Language Model with Self-Controlled Memory Framework

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.155054Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:f1d9bb5244774873c66d5bacd5487bc73ded726e083edd728f647ac323339f2d

Observation d99aeef6-2884-462d-ac3f-e6a3ab4b4220 · outbound

This paper cites V oyager: An open-ended embodied agent with large language models.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents V oyager: An open-ended embodied agent with large language models

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.651622Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:368e0d2b6e4e64492d88a8154568ebd50188f0f8732293a5f22a269e697c5437

Observation 5d13ba53-d0ff-4d96-b62d-011e6114dd0c · outbound

This paper cites A new paradigm in tuning learned indexes: A reinforcement learning enhanced approach.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents A new paradigm in tuning learned indexes: A reinforcement learning enhanced approach

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.668191Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:6d4d91236aeae57c5ba30252fe6519d1c5992930854cdddf3a623d04061ebcfa

Observation 8e1da2f7-b22c-4380-94b5-9a1f02f03755 · outbound

This paper cites Augmenting language models with long-term memory.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Augmenting language models with long-term memory

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.639254Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:f98ab0ca4ee0442fde9b0dd6554617be8e4a378938e7028a892b7bc19ee670e3

Observation 8d1a5896-9b43-4037-9a49-c206f59abf9a · outbound

This paper cites MEMORYLLM: Towards self-updatable large language models.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents MEMORYLLM: Towards self-updatable large language models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.634146Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:f160c30707ec5a5061f04eec3a4cf5dc20e7e673313ef126ff8124f76784bb10

Observation c19c32c9-dcc7-44d4-80e2-40fa9ea126dd · outbound

This paper cites Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.079669Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:60204d178fe8c60b0d0669da5dd7f54e010510662bff8d74fd8d0081e1eb9131

Observation d8b97828-2d99-4f92-aff9-5669542ddeaf · outbound

This paper cites EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.086588Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:fe96d95e2bbedc8307b1466e052dad82c31172e8ff17939c2b35458c79580260

Observation c983a2cb-551c-4293-b311-255e50312282 · outbound

This paper cites SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.135892Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:6ce73353e16c2637c0497b13ccf069e4097c2086adc4d9ba1a3e8735ad988ed8

Observation d02ab00a-5190-4e66-81d3-523d8efcadc7 · outbound

This paper cites A-mem: Agentic memory for llm agents.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents A-mem: Agentic memory for llm agents

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.629384Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:519e946afad52b5ca85290e08edca0dc5bde7793a8c0652b86efa198ff96a78e

Observation 96d6d53d-9bdf-42c9-a93a-63736f65b0f8 · outbound

This paper cites Corrective Retrieval Augmented Generation.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Corrective Retrieval Augmented Generation

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.099668Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:9cba65794a72d46cfa4f7e9c3a88375cb4d75df68b599ad7cd40c707fe1111d3

Observation 4a161864-bed5-4deb-a59e-4130fe18604c · outbound

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

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-05-15T04:49:44.093656Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:c1e2c0ec694ca4670759773817738e802f8fe2e1115f558208089aa91aa117a9

Observation f4f3819d-76e9-478d-a763-108f2d2b7f3e · outbound

This paper cites Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.145257Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:693ec739bdc6968b16dbff48f75b359fe51bb4fda52f03b2dbace81cb7c3b331

Observation 96842d7e-ebf0-4cd2-9c5e-75ae33af6bdf · outbound

This paper cites MemEvolve: Meta-Evolution of Agent Memory Systems.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents MemEvolve: Meta-Evolution of Agent Memory Systems

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:18:15.377574Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:4105720c18ffca7471e6f6ae19607ad3a77f0e1157c41af8ed68c974cf877c13

Observation 2dd0c5b1-3124-4946-a898-2392b87d9d89 · outbound

This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-15T04:49:44.120441Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:c8b971ffb708e2016e5c0abab3ee306b2281412d94e497a4f41191c137c76af8

Observation aa8f970b-ffb9-4cd9-8af5-e2a30561ce43 · outbound

This paper cites MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-17T14:49:05.169764Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:c4fa48c4c7a8fe2aa263936986904e5fcfc32609fda4c459bb63715b13c28769

Observation 178901a7-7c48-4c28-ba60-1f9b1fbdbeae · outbound

This paper cites A survey on the memory mechanism of large language model based agents.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents A survey on the memory mechanism of large language model based agents

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.732885Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:cce34cb95d9e887f65a1e4a8eca04eedc74b1b0fd778428517337ff09d85d0a9

Observation ae006273-52fe-439c-8a10-aff91d540a47 · outbound

This paper cites Expel: Llm agents are experiential learners.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Expel: Llm agents are experiential learners

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.754141Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:c06c6bb792f23d740b14682eb3fd4c0183c4ca61591d58d0c3a3213f8d86e63c

Observation 1829d3fb-09c3-4752-8bc5-98621fc0a172 · outbound

This paper cites Unknown”/“not specified.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unknown”/“not specified

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.579677Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:963e7bbe36ae98e52dbefcf48271441c5ac049a1fa987146e04ce99594016d4a

Observation f9cc768a-f31b-40ac-a415-fd3f02d50129 · outbound

This paper cites Perseid meteor shower, painting descriptions) can be recalled.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Perseid meteor shower, painting descriptions) can be recalled

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.618010Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:b3674ccbd88c680745c591b86bb16c36c0162e68c387af26df4ce0fbaa20e160

Observation d5efd838-0ae1-45f8-8a59-af4fd7bd1c5e · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.608163Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:70ad7525afd3acb8f0bb5e87f219077b437570c6894c77871b79a8ce15a3f0fa

Observation 564302fe-f63d-4ab6-bcf0-b5f4c79c82f0 · outbound

This paper cites watched the Perseid meteor shower while camping.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents watched the Perseid meteor shower while camping

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.611875Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:d2369ad997fcc7854902f7ce71b6e2de919ca391a93a3789d55670d8681211a8

Observation 38860e19-b9e4-400e-b8bb-e23f27a564fd · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.615417Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:70e840304bc91d30f410fb2020a4930001fad0555b1818cd15f34cb19b8a99a3

Observation 671539c0-6b42-4433-a061-84220a689203 · outbound

This paper cites Use actual names and absolute dates.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Use actual names and absolute dates

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.598779Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:f0d759f5b924973e7bf14b76389d9074b50d83920bcabd019da9746335d237a4

Observation 8b5426f4-e8fd-4212-ac36-6d158f7d2394 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.670792Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:712dd3f401d2a7b90ec53f4c659796c72d5cf6b5c271382dd83b75bf83776ee4

Observation 783b5c1c-0203-481f-9849-42d20eb63ab0 · outbound

This paper cites twice".

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents twice"

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.721396Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:a21320f1650522fb26645aa6d9a0cb0e96e24770ea5eb9958d9926e023940c08

Observation 6375b5f3-8cfb-43dc-ba66-7e0b6ceb3e4a · outbound

This paper cites lossless_restatement.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents lossless_restatement

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.585425Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:d1712e976161d56436c333df69a613526051fa3f539fdc94276b8e459670ac51

Observation 15ff09f8-c4b8-4e98-b0cb-fd14d3d35689 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.729085Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:4a6cf04895e078a5c492eec8d4b1265282f2279eebcb2c63a9dde468bae7d116

Observation d2d7d38f-434d-4598-b9d1-f296d5ec8825 · outbound

This paper cites reasoning.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents reasoning

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.592306Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:62a075de49b4b133fb6f25f12da9d486b02cb92e61863ac26d8d8df951910403

Observation 1ee20f17-b800-47a1-a180-1e493d066dc0 · outbound

This paper cites The answer must always be a substantive judgement.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents The answer must always be a substantive judgement

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.650699Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:abed352a92307009ac1aaef826e15bb5e4f2b08a67738e9853b8fff4624e82b3

Observation 5bf67c3b-9c8d-4a39-b146-2ab6f5dff988 · outbound

This paper cites Preferred forms: - ’Would X...’ -> ’Likely yes’ / ’Likely no’ / ’Yes’ / ’No’ (+ a short reason ONLY if very informative).

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Preferred forms: - ’Would X...’ -> ’Likely yes’ / ’Likely no’ / ’Yes’ / ’No’ (+ a short reason ONLY if very informative)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.738345Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:21d8cd0de9337cfbab94cfca048a52bab94ec63925a65c39f110eddeefb01f7e

Observation 351f66ab-8186-4371-8622-5242acef4638 · outbound

This paper cites reasoning.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents reasoning

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.562793Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:176d430ba838a6d7c7061464a5b13f588eeec20cff69d67bcbc9c1628d595099

Observation 2838a815-2e12-4cf7-ae6f-e44e63b03d58 · outbound

This paper cites Make the MOST PLAUSIBLE guess grounded in the speaker’s stated preferences.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Make the MOST PLAUSIBLE guess grounded in the speaker’s stated preferences

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.567555Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:84e8df491a4ecfa8ad14f93865f6d87da1a50a808d42d3d6ecbf72eccea81cc8

Observation f06835c4-51f1-4235-8e0d-ac8a86f7cb18 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.554412Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:b4bec0a59a8b236dd4c902e6a1c8845cb895eeec0e51b8fe07a786d913563dc7

Observation c98b271f-9cc1-456e-8a0c-74a51dd03e41 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.748097Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:ebdcbf142280b97d938e9b95521ef3b60f7a667970b2ebf8237716ccbf45255f

Observation a265b647-bb03-4e8e-a9dd-14e052aa4200 · outbound

This paper cites reasoning.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents reasoning

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.550172Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:3ba869f1227df781aacbe0185233c9c9fb80918fcf94785588d9f035fc9e63c9

Observation cc8be41d-e09a-4df8-ab3f-4c2cda9c5d5c · outbound

This paper cites Use EXACT words/phrases from context.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Use EXACT words/phrases from context

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.742867Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:f5fb27983d1189e91a0961149e68e7247f9d49eff97a608a12956ef2dbe46c3f

Observation db09682a-9def-46e0-b100-8fde49b50b05 · outbound

This paper cites - ’when’ / year questions -> 4-digit year (’2019’) or ’YYYY-MM-DD’ if date is known; never ’N years ago’.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents - ’when’ / year questions -> 4-digit year (’2019’) or ’YYYY-MM-DD’ if date is known; never ’N years ago’

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.558631Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:8d12f7cb81eb206a9b7d42f4b0110f13b3e7dd0c8f5d462474f6993b5f5afcbb

Observation 1da1b01e-effd-4254-a21b-145ed7f75e33 · outbound

This paper cites Even if context is indirect, pick the single most plausible answer from what IS mentioned.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Even if context is indirect, pick the single most plausible answer from what IS mentioned

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.572254Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:98241b5864ab09ec268cfb49d34e8f767fbe08659422f2c5f6b99c259cb81abd

Observation 57c1778e-fc2d-43fb-87ba-2427f4fdafe8 · outbound

This paper cites reasoning.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents reasoning

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.497920Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:ec7ce33de8d14917d7796bcd0050dc066422b2f95727506f039a03705355e5ba

Observation 04324d97-bc1e-44c5-a1c8-4a073c430923 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.501670Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:965e85c8430b873191317259ef87f7f1760df80fe704370a844101a1d825a85d

Observation 2be145fc-af7c-4068-a8f0-a55b2e54b331 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.539905Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:124e8329672dc5d4b9540154c5ad6b8d3adb8483bdd1ff32bfe991fd977b7e45

Observation 7d210241-6f88-4433-acd9-9aa49f09d85e · outbound

This paper cites reasoning.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents reasoning

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.637411Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:cab1cdc04f03bbd108179feede7d1c4a570f1e938fb580061ff827c6223a9e32

Observation e10e8f46-7cb1-44d1-bd18-cac079e8b36e · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.624271Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:860cd35aee5856f68e4b8c26eafafa2bd3c673310b8b2193676725aed03f1d06

Observation 37ffbffe-4184-47d9-99d6-d131b8fefa8c · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.522793Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:78f52c8cd9403ae717103c60e5f52dd36b034ecb9fa9327f997484e20b58de94

Observation 160530da-59aa-485e-89ec-c6348de7697f · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.531354Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:f5dd78a72ade627a93f8d2d6c5e8e0e15f05fb54f3f450637216cc75a224d3b0

Observation e76d4aae-4942-43fb-aa7c-96ed11cc6784 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.545787Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:a80eafd7a9472d330834f5507987f9c9afeca3fd7953ef6660e7c231820e4fff

Observation aaf0ebee-5e88-4d52-8f1d-3c86f0f476db · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.576065Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:66b8e2bc8b5e5878e5036bacc6fffc071e972243904d99e3272b070642b10b6f

Observation 7e1d925d-6625-4278-94d8-d100f539faf6 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.588607Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:9a2667e545aaadfc26dc17bb600623d7a5f043f352d504c748662b8ed20159fd

Observation 728cd174-9f41-49a3-92e1-48b2ead72a82 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.540333Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:59b2792aac6c304b05c3413d2642bae74648e0e82bbb93af1288139f1981c721

Observation c2050dbb-11c3-4b0a-b219-dcfa27e947c0 · outbound

This paper cites an unresolved cited work.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-05-15T04:49:45.654508Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:6db9049743639fce42d1eff9aabf8eb5083f5cba865d06cb9110d55a5259c83c

Observation 466d11ca-77d0-4800-a391-0c80f51920b2 · outbound

This paper cites root_causes.

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents root_causes

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T04:49:45.545888Z

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.

source=pdf_text observed=2026-05-15T04:48:12.883761Z digest=sha256:c5f8c4502fee3908a939fcb3cc4ebc5e3be2487bb925bbf3407dd75d5ae9b446

Pith citing papers

Observation c87417dc-88bc-4d86-adf8-ee79d98ef1a1 · inbound

Workflow Closure Is Not Scientific Closure in Auto-Research Systems cites this paper.

Workflow Closure Is Not Scientific Closure in Auto-Research Systems EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Reference 74

Resolution
verified exact
local_arxiv, observed 2026-07-01T16:45:51.411127Z

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.

source=pdf_text observed=2026-06-29T20:14:41.874134Z digest=sha256:25244550efc7b43d8581bb90370b9235194453b83460cf6ff8a6db3cc10c8eea

Observation 925241d5-b837-4c84-931d-9634d161b776 · inbound

AutoMem: Automated Learning of Memory as a Cognitive Skill cites this paper.

AutoMem: Automated Learning of Memory as a Cognitive Skill EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:16:56.488816Z

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.

source=pdf_text observed=2026-07-02T12:09:32.053764Z digest=sha256:801c2131d2853d66155b84b3b9fcd99290d7b2e70a63b15a1dff7c6414815f54

Observation d3a28109-9aa1-4195-9d54-e5db22f2fecd · 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 EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Reference 52

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T12:26:27.446079Z digest=sha256:14f01a2f52315f3009ecd514be20eeb8967928798e34a56ab57c6bbb1011cc2c

Observation cc7c58d8-deee-4dac-87b8-05bf092e540f · 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 EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-02T07:21:28.845174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:21:28.845174Z digest=sha256:73638c237b01edb0a3564e6526d9a0f2d0fd04ffee61f09bb8b6297e4572e03e

Observation 9acd6c2e-55bf-4878-9476-25d373806660 · inbound

Self-Evolving Agent Harnesses via Gated Semantic Quality-Diversity cites this paper.

Self-Evolving Agent Harnesses via Gated Semantic Quality-Diversity EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-02T04:32:38.535050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T04:32:38.535050Z digest=sha256:708de983a0aaa0850e8435aa1abbbc5b63cde3cef70c88fed0ed1d672c059e44

Observation d57f2b2f-d1b1-496e-9fd0-98837df3cf7e · inbound

Mi-Memory: A Lifecycle Memory Framework for Personal AI cites this paper.

Mi-Memory: A Lifecycle Memory Framework for Personal AI EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T13:52:28.628246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T13:52:28.628246Z digest=sha256:84a71ccbec3138cae92f7a7dbf6ef6e56c420fe4575a03e93e56b35eb2d5a39a

Observation 8d6bd99c-7e3c-4c6c-b7eb-f4d255551034 · inbound

MemTools: A Unified Research Framework for Interoperable Agent Memory cites this paper.

MemTools: A Unified Research Framework for Interoperable Agent Memory EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T07:34:20.432916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T07:34:20.432916Z digest=sha256:4c1f111562cbed769e3d333ecec2d6423734135e5d137f3147480a6b4f6497d9