Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:39:28.423197Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2608.11654.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:39:28.423197Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2e0887a9-2c4e-4c97-b818-0272f458eb69 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 151b9f1e-d553-4306-886c-9e0fa2272764 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Titans: Learning to Memorize at Test Time
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0418e4d-da9a-4085-adaf-2fff31512283 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Mem-Gallery : Benchmarking multimodal long-term conversational memory for MLLM agents
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 39362e05-e75b-4a2a-8613-4b6af3c53978 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b2a6633-b368-4e27-90bf-f11f322fe309 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66ecf68d-8350-4ceb-99bf-f2930bd9a917 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdb0078e-57f1-4268-9e0f-70a187d5f37a · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem MemoryArena : Benchmarking agent memory in interdependent multi-session agentic tasks
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdd861d4-5d79-48c5-ac0c-0fde6b96e2ff · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d5f207d-6b71-4d9a-ada7-41ac9adadc2f · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem HippoRAG : Neurobiologically inspired long-term memory for large language models
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 606be0dc-7ea8-4e9f-81ac-b063ea5364a5 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b84b85c-80aa-4ab2-9561-1e4aa198402b · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Needle in a Haystack : Pressure Testing LLMs
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation aef51b63-94af-458d-ac25-628a73cd1420 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem DialSim : A dialogue simulator for evaluating long-term multi-party dialogue understanding of conversational agents
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b6df478-30d0-4525-824a-5ebc0ccd135d · outbound
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 26f9091c-9bd1-4bd2-b3e0-098fb4d2e4a6 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem MemOS: A Memory OS for AI System
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd4d0930-2057-47d7-9e67-718cf2d030dd · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Evaluating Very Long-Term Conversational Memory of LLM Agents
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32ce2d56-3c7c-4d97-9941-1167c541e19c · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem O'Brien, Carrie J
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5de23ddb-49f4-4e68-89ec-b9da9ce1e29d · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b86131f-51d5-4d9f-a863-cbc51af69024 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Mem2ActBench : A benchmark for evaluating long-term memory utilization in task-oriented autonomous agents
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a3fa85ab-e7ec-4b19-8203-f87ec0fcf6bb · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Look back to reason forward: Revisitable memory for long-context LLM agents
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb86a2e8-da9f-4343-8ebe-7c1180e85a2d · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Reflexion: Language agents with verbal reinforcement learning
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d71221a-fbde-4138-808d-b7e5b6ceb015 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Evaluating long-term memory for long-context question answering
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1d3e470f-372a-4be2-b0d8-d4b976724eb3 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Episodic and semantic memory
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c87f46eb-05e6-4f0c-8865-41a32438ad6f · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem MEMORYLLM: Towards Self-Updatable Large Language Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50e9bc8c-d5a5-40dd-8b6d-1935a512be0a · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b492bed1-cd4d-4375-954f-22db0176b57b · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem A-MEM: Agentic Memory for LLM Agents
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1036be5a-8444-46c4-8596-5c09d291a80b · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5957b918-89ac-4080-995d-b5fca9ff4703 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Memory ^3 : Language modeling with explicit memory
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 63b95fda-b9e1-4373-8f00-856df7e27bcc · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09dd8e09-1ec6-40eb-9edb-589435032a86 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35725239-66e5-4d41-acb5-60e73bf4b2d0 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem MemoryBank: Enhancing Large Language Models with Long-Term Memory
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11f1059b-49ee-443a-b158-e6ebd1149d49 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0a194c8f-bff0-4517-898b-b65f8eeef142 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL) , year =
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cd74dc34-80f5-49f0-862d-7ebc9ef52d98 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem MemGPT: Towards LLMs as Operating Systems
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61fcdbbf-6ebb-4022-8151-285918696c89 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem and Cai, Carrie J
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56ff6722-a526-431c-b11e-67c7ce46f23a · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Advances in Neural Information Processing Systems (NeurIPS) , year =
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1fa7f497-3d30-4e20-92c6-51d5a6f8876e · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f64fe2c1-2438-4e22-8584-b55b2d72ddd8 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Advances in Neural Information Processing Systems (NeurIPS) , year =
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a305fc28-84a2-4ff1-b059-d8d56d6cd7fe · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI) , year =
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7524c720-2004-45c2-85a4-82b5ff808607 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , year =
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bea5f318-6618-45cf-ae67-42a1a7832fce · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4a793197-e8c3-4564-aea9-45fd852e247a · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL) , year =
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e415b9fe-a4ba-41c7-8fc4-d7ad54314233 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Advances in Neural Information Processing Systems (NeurIPS) , year =
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0cf0d730-b8ce-470e-b91d-96c87ac2335f · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 46ba8e3b-c0b4-4b0a-a4ab-bd942453250e · outbound
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 53945a1e-f7f1-4587-99f9-75cda4f98a51 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8c57b32f-991a-43e3-bf56-8b4767f88840 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 375f2414-194f-4fca-afb8-9a63e0e536f5 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e53e6be4-16ce-48c3-8fa2-0fefb2a72093 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem International Conference on Learning Representations (ICLR) , year =
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 33ca50d0-776e-424b-8ab3-c3cc49fee7e4 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 706a6c11-66f3-4272-8abc-f501ef7d74a6 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ea6b459d-e8d5-454b-8348-ecefa7dd86eb · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Journal of Machine Learning , volume =
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4d3e4933-1b2d-4e51-b287-86934af9a972 · outbound
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 95c5ee3c-a4b6-4ed8-a937-2b47446968e7 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , year =
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 876b8c65-446c-4e6e-8ab4-d04a6ab1a478 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem International Conference on Learning Representations (ICLR) , year =
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 99ea3740-4066-46ab-8e65-25f9bc8e48c2 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Evaluating Long-Term Memory for Long-Context Question Answering , booktitle =
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3e4913e1-430a-448f-963c-039bde4e6301 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem International Conference on Learning Representations (ICLR) , year =
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8ec0d90e-5c19-4eb4-bd71-0cb7c17b5063 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem International Conference on Machine Learning (ICML) , year =
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e2c98ba9-2ed9-43f1-ae3c-917fce622904 · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2b771425-0a85-4915-852d-12c942415429 · outbound
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8ebd8035-bdfd-411f-83c7-a380af539a8f · outbound
Towards a Formal Definition of Agent Memory: Basis, Span, Optimality, and the Sequential Memory Problem Organization of Memory , editor =
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3cdb7082-ce73-48c3-8503-e3c5f835a54a · outbound
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.