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Paper Citation Record · LEDGER

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory

As of 4 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2606.25161.

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

pith.paper-citation-record.v1
2606.25161 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-25T22:51:47.190143Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T17:44:54.127185Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact25
  • verified fuzzy0
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1bef0024-c9ab-414b-8dfa-7c37d32197e2 · outbound

This paper cites Titans: Learning to Memorize at Test Time.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Titans: Learning to Memorize at Test Time

Reference 1

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local_arxiv, observed 2026-07-04T18:30:01.342642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:908ec7b071f8c8a4bab42084981037ad594bf1579d675b7043a087aa92aa3266

Observation edd7435f-c2f8-457c-b86f-487317229a44 · outbound

This paper cites Efficient intent detection with dual sentence encoders.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Efficient intent detection with dual sentence encoders

Reference 2

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:8f8865bdf1ade4c9787d1941efb083f39877e89016a175ec0e11a629aaeeb90b

Observation 78b733b9-9805-46d8-9675-20a32e73dc60 · outbound

This paper cites Prateek Chhikara, Dev Khant, Saket Aryan, Taranjeet Singh, and Deshraj Yadav.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Prateek Chhikara, Dev Khant, Saket Aryan, Taranjeet Singh, and Deshraj Yadav

Reference 3

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arxiv_id, observed 2026-07-04T18:30:01.334356Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:ee93c6d80c7855076cbf3a75ed59ffd269e7bea3b308d274fcf3ebe951db4657

Observation b7b470db-8149-4e1a-99f8-2a42edc62224 · outbound

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

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 4

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local_arxiv, observed 2026-07-04T18:30:01.328267Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:db02f32b84f1894c017eb11988d0152929778adb8f6b80de07e42125127cd27b

Observation 10b111d8-bd6f-4c17-984f-698d7591afbf · outbound

This paper cites Pubmed 200k rct: a dataset for sequential sentence classification in medical abstracts.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Pubmed 200k rct: a dataset for sequential sentence classification in medical abstracts

Reference 5

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:99e0df4c1269bf28ad0ca954f58e73308a06f7d834d94ca65446d9554222c44a

Observation f49f2387-fa21-43d2-ae9e-7add5e49e836 · outbound

This paper cites Yann Dubois, Balázs Galambosi, Percy Liang, and Tat- sunori B Hashimoto.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Yann Dubois, Balázs Galambosi, Percy Liang, and Tat- sunori B Hashimoto

Reference 6

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arxiv_id, observed 2026-07-04T18:30:01.263662Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:edfda31bc8ed28ed44d63f0c607c2d9954f638ae0e58f5b7cef0d774896d30ec

Observation ec819fc5-6e48-4e5c-9533-a96c01c2bc6d · outbound

This paper cites Perltqa: A personal long-term memory dataset for memory classification, retrieval, and fusion in question answering.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Perltqa: A personal long-term memory dataset for memory classification, retrieval, and fusion in question answering

Reference 7

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:558c056d55f8fe3c903169a727a5755e5dbc200e2b58128ee9c73927eaca4beb

Observation 38dc165b-fc60-461e-9d29-796186837e96 · outbound

This paper cites LightMem: Lightweight and Efficient Memory-Augmented Generation.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory LightMem: Lightweight and Efficient Memory-Augmented Generation

Reference 8

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local_arxiv, observed 2026-07-04T18:30:01.289731Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:739ef6559db845065bd3fbb58ff1350b7eae6bd1e1ae9cf7910c12936ba70571

Observation b8142d79-a825-4e8c-b376-89fce62537bb · outbound

This paper cites Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 9

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local_arxiv, observed 2026-07-04T18:30:01.287152Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:751b41338b913c08400443e2e6db8565f3453ff448050162af8a0ccefaeb2b1c

Observation e69e647e-1350-4c74-a701-9d5401810389 · outbound

This paper cites AtomMem: Learnable dynamic agentic memory with atomic memory operation.CoRR, abs/2601.08323.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory AtomMem: Learnable dynamic agentic memory with atomic memory operation.CoRR, abs/2601.08323

Reference 10

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:ac63e98a2c41725c4873a7f6ee07064b74d7b4560a0141cc603ee71ff1e75f0c

Observation d6a9b6fe-22b8-412b-bba6-eff0514cf9a7 · outbound

This paper cites GPT-4o System Card.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory GPT-4o System Card

Reference 11

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local_arxiv, observed 2026-07-04T18:30:01.330541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:befae162782ed40c8951e703755dda540fc760171a51ad865626aafb26824e7c

Observation 33384991-35f4-4cee-b2c3-b75475cb0f02 · outbound

This paper cites Memory os of ai agent.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Memory os of ai agent

Reference 12

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:8ae1a65c8a4c5da0f3103b7492262f692f05f18aa473a5df2d5ab6e82d69f069

Observation 35343afa-e933-4688-bb8c-5c8d20312222 · outbound

This paper cites Booksum: A collection of datasets for long-form narrative summarization.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Booksum: A collection of datasets for long-form narrative summarization

Reference 13

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:988f9cd767a0bde07a798e079c08db3ad6ad66f02889ad89d40302798145b11c

Observation e7bcb02f-9476-42b9-93ff-079dd4d46ad4 · outbound

This paper cites Governing Evolving Memory in LLM Agents: Risks, Mechanisms, and the Stability and Safety Governed Memory (SSGM) Framework.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Governing Evolving Memory in LLM Agents: Risks, Mechanisms, and the Stability and Safety Governed Memory (SSGM) Framework

Reference 14

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local_arxiv, observed 2026-07-04T18:30:01.327650Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:09e81266a85392e3c8c039f0d627be7dd1f975884e60488a40f0d6491bfdd683

Observation 3658934b-84f9-4eb9-986f-f7d07116796d · outbound

This paper cites An evaluation dataset for intent classification and out-of-scope prediction.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory An evaluation dataset for intent classification and out-of-scope prediction

Reference 15

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:2964153ac14689170b3efaed1ea70dd8bdb8a2fa39bfcc9d4f9c3acd9523ddac

Observation 0127f198-ba28-43b5-894f-cfdb925a7524 · outbound

This paper cites Learning question classifiers: the role of semantic information.Natural Language Engineering, 12(3): 229–249, 2006.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Learning question classifiers: the role of semantic information.Natural Language Engineering, 12(3): 229–249, 2006

Reference 16

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:a8558430d28bd4502471780be128b70ba9a3ec778d29fa4deef7cc473a1a17a1

Observation 25e38702-cf14-4338-8f93-9154d6cfe72a · outbound

This paper cites MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation

Reference 17

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arxiv_id, observed 2026-07-04T18:30:01.305969Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:5b69a440c2db0fd65bbd70694e0fed9d3ea2884572aca51e797b3f81191952c2

Observation 70793426-beb0-4a6a-bde9-e15c730f2ab3 · outbound

This paper cites Agent Lightning: Train ANY AI Agents with Reinforcement Learning.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Reference 18

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arxiv_id, observed 2026-07-04T18:30:01.311829Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:1de32b6f23b0f003fcc469fd631d92af8153ce6cb1dccf1e7393691d776bc699

Observation 0473fbca-403f-4783-9d2e-c22a432727f4 · outbound

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

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Evaluating very long- term conversational memory of llm agents

Reference 19

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:12a2dc955dfd9765b8f5401c85970792039b0ffd280842f1fbedbd4e0552aca9

Observation c20626fe-b431-4b25-9367-689b8af70271 · outbound

This paper cites Memgpt: towards llms as operating systems.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Memgpt: towards llms as operating systems

Reference 20

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:56699e028e8992a17b1872b7e2fb63ca56de2d266574504dc1a92ca0e24ec538

Observation 43f07009-6c1c-4eff-9da3-5e6bf6123a94 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Generative agents: Interactive simulacra of human behavior

Reference 21

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:b78fbb9ccafa8ed72cfaf845ef596ba4a6c11c6c5cb225eaa14d7f3ddb9be317

Observation 8b223546-3274-4da7-9d98-227515fcdf99 · outbound

This paper cites Squad: 100,000+ questions for machine comprehension of text.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Squad: 100,000+ questions for machine comprehension of text

Reference 22

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:468e099473b0117152be0a5f4081edb520fe7b5abf51c189174a1521e14ca187

Observation 33e1d28a-f8a2-4b27-a5cf-03df2221474f · outbound

This paper cites Zep: A Temporal Knowledge Graph Architecture for Agent Memory.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Reference 23

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local_arxiv, observed 2026-07-04T18:30:01.256458Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:bc6723166bf77f8dc495739991a04340f3322234d6806174b28f7e0092dbdf2e

Observation 55f6060d-8ebe-495c-bb00-c15211c55f14 · outbound

This paper cites Supermemory.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Supermemory

Reference 24

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:f66b4028630228c987eb072c6260aad713011aef3838cb3e6b7df861caec075a

Observation 8f48e088-dd4e-432f-b7cb-c843b03de830 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 25

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local_arxiv, observed 2026-07-04T18:30:01.343093Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:4cfcf93f6a4ee7059d23f9bbc7b9d2f1912e2930b3b8d1843c6e4f7a8cc59cd7

Observation 365692e1-10bd-486f-98f6-1f5576d6f7e5 · outbound

This paper cites Look back to reason forward: Revis- itable memory for long-context llm agents.arXiv preprint arXiv:2509.23040, 2025a.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Look back to reason forward: Revis- itable memory for long-context llm agents.arXiv preprint arXiv:2509.23040, 2025a

Reference 26

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arxiv_id, observed 2026-07-04T18:30:01.296650Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:8c6b324a3d85cd3a1eb1b4a6ca7e40e1a22518619cdee6f5511832b437bebad7

Observation cb99451c-5b7f-4aab-920a-0b49a89d517a · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652, 2023.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Reflexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652, 2023

Reference 27

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:0758b5fb4a543811191a60b52bdbeebe247a47876ba526b705c4076eb93800aa

Observation cc1c3b82-7ef4-43bc-86cf-74ff42dcc25f · outbound

This paper cites Injecmem: Memory injection attack on llm agent memory systems.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Injecmem: Memory injection attack on llm agent memory systems

Reference 28

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:7996220026d57d8608abcebad1796614e8771cb75a23841b96287139d2b017cb

Observation d847a1d8-6345-4f32-80de-6ffc724d93df · outbound

This paper cites MIRIX: Multi-Agent Memory System for LLM-Based Agents.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory MIRIX: Multi-Agent Memory System for LLM-Based Agents

Reference 29

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local_arxiv, observed 2026-07-04T18:30:01.333319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:5d3892a2071fd0c0f7a6096c9412e108a8a38c7bbe40d18f16d3301ff91d9cb1

Observation 11ba3d6a-4245-4dd9-a531-045b769a424c · outbound

This paper cites MEMORYLLM: Towards Self-Updatable Large Language Models.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory MEMORYLLM: Towards Self-Updatable Large Language Models

Reference 30

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arxiv_id, observed 2026-07-04T18:30:01.318299Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:236fffe4d24d6a982085c81b43d2ea93a4a2f2c86db9f8cefb02306116f287d5

Observation 380c01c7-ae54-45c6-a498-0efc635fa0d0 · outbound

This paper cites M+: Extending MemoryLLM with Scalable Long-Term Memory.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory M+: Extending MemoryLLM with Scalable Long-Term Memory

Reference 31

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arxiv_id, observed 2026-07-04T18:30:01.296751Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:21a94387c9b37549a0c54026e466a6c0e472fd640986725f811bbc2748a81b30

Observation 3b4bd9a2-198a-40c1-acf5-515d15f817fc · outbound

This paper cites Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning

Reference 32

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local_arxiv, observed 2026-07-04T18:30:01.331476Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:92a3cfdd8c1a1ef4f89ce80acc4cdc4ec67ac9d3a61107114f4fe1d1a7989bc6

Observation da84a6a8-6e08-453d-b6bc-8ad320b5158e · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 33

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local_arxiv, observed 2026-07-04T18:30:01.315364Z

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source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:57edbc1e4ef916582090806a9501ec049525eb0b60c71120db2d9dd5a6b08a50

Observation b53f9cca-a1ea-4386-987b-1b780f8d7837 · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory A-MEM: Agentic Memory for LLM Agents

Reference 34

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local_arxiv, observed 2026-07-04T18:30:01.340294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:bdad8c9423d1ddb3c7eb062de178e82c4313f21cc28e469ebac70b1f1f20a1ce

Observation 2cfe6cc2-9b6f-42ab-aee3-faa6dee96450 · outbound

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

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

Reference 35

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local_arxiv, observed 2026-07-04T18:30:01.337547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:196030efe8bb5fcc54e80d70e00d134d6ed3b8c9cb04b819a0fc24eb782d2bdf

Observation 82b74f8d-19f5-4f63-9919-79123e3e4742 · outbound

This paper cites Qwen3 Technical Report.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Qwen3 Technical Report

Reference 36

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local_arxiv, observed 2026-07-04T18:30:01.324415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:78f8d5c73221ed9caeff7c8437d49e519fd15dd8621f7ece87cf8d7fa8dabe02

Observation 48e31fbc-bace-4b55-a54b-ee82af49c375 · outbound

This paper cites Hotpotqa: A dataset for diverse, explainable multi-hop question answering.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Hotpotqa: A dataset for diverse, explainable multi-hop question answering

Reference 37

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no resolver link, observed 2026-06-25T22:51:47.190143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:e3db456d12caf32299e2bc4c09fe14d0092a9909960144bf85d2c8ff0d81ed1a

Observation fc6a1a6a-01ba-430a-99c4-f7d7a37ecfe6 · outbound

This paper cites Memobase.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Memobase

Reference 38

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unresolved
no resolver link, observed 2026-06-25T22:51:47.190143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:112e267d7c51940237f1d46956f7f3331157a96e5d46b0bf36db65d476e60c67

Observation 716d760e-c834-4b35-afec-865f5949ceb6 · outbound

This paper cites MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-07-04T18:30:01.308729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:611e9041f12f2a3461ae5094af02558b548e293691310e96122858d585b7d856

Observation 954639e2-5d32-4ec5-9ecd-5ecceb529eaf · outbound

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

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-07-04T18:30:01.305846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:b927c05512083d7596d6bf0354f4e10531673973b187a35ba9a453f247985c1d

Observation d8bd1575-5e6f-4bd8-9088-c8ca42f13d8b · outbound

This paper cites Mem-t: Densifying rewards for long-horizon memory agents.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Mem-t: Densifying rewards for long-horizon memory agents

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-07-04T18:30:01.300052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:d7b75daf53bb0e0332434d795123ebc405d563efad5af90f16836662b271606c

Observation 8aa783f6-6214-4922-9ce0-a7e1f405bea9 · outbound

This paper cites Appagent: Multimodal agents as smartphone users.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Appagent: Multimodal agents as smartphone users

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T18:30:01.314659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:677065a69b1bf51614cf2ebedfc07ad1f10fa6da35a8ed4fc60a5945c43d1525

Observation fb531145-7f09-4254-8f99-c9665fa08ec4 · outbound

This paper cites Amac: Interpretable admission control for agentic memory systems.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Amac: Interpretable admission control for agentic memory systems

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-07-04T18:30:01.336431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:fc3f6ff067b3b66b4f0e76ddf8005fa9c55efa715647599cace53cfe9c7c3e61

Observation d4df307d-110b-4c94-af01-f4b0eeabb20f · outbound

This paper cites Infinitebench: Extending long context evaluation beyond 100k tokens.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Infinitebench: Extending long context evaluation beyond 100k tokens

Reference 44

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unresolved
no resolver link, observed 2026-06-25T22:51:47.190143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:4603a2649c82e209910bfcf2d2891127cefa67f4028db7c79ec614ddf9617435

Observation 7cc61bc4-5c9e-4d5a-bea2-1bd12ad8189c · outbound

This paper cites Memorybank: Enhancing large language models with long-term memory.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Memorybank: Enhancing large language models with long-term memory

Reference 45

Resolution
unresolved
no resolver link, observed 2026-06-25T22:51:47.190143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:5358cba278bf59c8c185774861bfe9bc9f7361ee29700301623cffcb1c0873f8

Observation de1abc9e-f603-412a-bcde-a5273a522cdd · outbound

This paper cites MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-07-04T18:30:01.274586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:2299865ac93ad7cf76b5e637cb5391fc8603b7d64387e87a6c4a7e540af203c5

Observation 7c3b3981-ac30-400a-9d03-85cb6ceae8f5 · outbound

This paper cites From Lossy to Verified: A Provenance-Aware Tiered Memory for Agents.arXiv preprint arXiv:2602.17913.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory From Lossy to Verified: A Provenance-Aware Tiered Memory for Agents.arXiv preprint arXiv:2602.17913

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-07-04T18:30:01.312182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:05d50ed1d1c796c9e18f2a903c209a16a7d4fd8c2b258b580c5beafb05e29ba4

Observation 0f6e4326-f093-4483-8291-8acc2ffb6323 · outbound

This paper cites an unresolved cited work.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Unresolved cited work

Reference 48

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no resolver link, observed 2026-06-25T22:51:47.190143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:e8679f61a56f8a3fa490e82babd57e83e4266e45ec294660160db82adbf337c8

Observation 849d89c8-e5bb-42fa-80e6-bdeddec2e016 · outbound

This paper cites score": 0.0,.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory score": 0.0,

Reference 49

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no resolver link, observed 2026-06-25T22:51:47.190143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:251255d6d78ae49668b3c51190e80ea87fc055821bf8ec1e37ac21fd51986903

Observation f79344e9-f570-4685-9123-9f943f539576 · outbound

This paper cites an unresolved cited work.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Unresolved cited work

Reference 50

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unresolved
no resolver link, observed 2026-06-25T22:51:47.190143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:6643e7bcd25b0f4a3199a8d575a39c5cf88f922d6390c8025aaaef6178c28f1e

Observation 9b82a51b-8ca8-436c-8497-44f584a605b3 · outbound

This paper cites omission.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory omission

Reference 51

Resolution
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no resolver link, observed 2026-06-25T22:51:47.190143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:51:47.190143Z digest=sha256:3982b9305159e3e68ed94b86abad0619a8f0fe8416ac050f60fe581efffbecf1

Pith citing papers

Observation 0a3956af-ac13-4c39-bf33-44f81a9b8e6f · inbound

Retain or Consolidate? Budget-Dependent Operator Selection for Language Agent Memory cites this paper.

Retain or Consolidate? Budget-Dependent Operator Selection for Language Agent Memory TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T17:44:54.127185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:44:54.127185Z digest=sha256:967b169d7360715389957c5ea885ae812128cb35b04760443b08078f56effaba