Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T06:49:08.689588Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2606.04315.
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 2026-06-28T06:49:08.689588Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T13:52:28.580360Z
A source-named dated measurement, never combined with another source.
Source: cited_works
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation eebbd52f-e63d-4415-a886-684646ab24db · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e4582de8-1476-4444-b2c6-6de991640fe4 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ad3293f-fc47-4031-9948-642750b130f7 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 908a592c-4334-4fd3-9aff-2e5901843d93 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a1779789-48ee-4d97-b21f-47bcea34ef9b · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline LightMem: Lightweight and Efficient Memory-Augmented Generation
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation abf35afd-7c1d-4d41-9fe3-8019b3580c65 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21b32fd0-a56e-4a4f-9961-7d4d8e49f7f0 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca14759a-7ca3-4281-9885-d8f75f064503 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation df382c20-6033-424a-ae5a-8cec7832245e · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eddc4445-2726-40a3-9b94-ed6737ff03e7 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline RULER: What's the Real Context Size of Your Long-Context Language Models?
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e2ec0d0a-1754-4260-97c5-df30f4cc0b6d · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Sage: Benchmarking and improving retrieval for deep research agents.ArXiv, abs/2602.05975
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d8d7eed-db1e-4dce-ad42-5b66910c9c91 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb049b26-1919-4978-ae4c-247c19d02356 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Memory in the Age of AI Agents
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f1ac1629-f934-432e-9550-431f910f52c9 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c34b6be4-696c-4c0e-a236-98e624702803 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline ThunderAgent: A Simple, Fast and Program-Aware Agentic Inference System
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a2cf7ef-b278-4c8b-894a-4bffd2f6630d · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Dense Passage Retrieval for Open-Domain Question Answering
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 04ee4918-227a-4772-96de-21644c704605 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1ee5bc55-99be-45c5-8ff3-f98bcaeaf021 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline u ttler, Mike Lewis, Wen - tau Yih, Tim Rockt \
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2038aa85-551a-4456-a01e-201cec2a3491 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5d38399f-4535-41dc-8e16-e343ba8302f2 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b96b5b3b-bf6e-46d4-9354-bd4795591cd8 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 856be02a-bc96-47fa-828b-9a7a56b99fee · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline SimpleMem: Efficient Lifelong Memory for LLM Agents
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e1b750f8-1a13-4225-a412-29077367ebd7 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline The pensieve paradigm: Stateful language models mastering their own context
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b8571fef-0635-4a59-9f42-15ceb2f7201a · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Evaluating Very Long-Term Conversational Memory of LLM Agents
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 28651976-6548-4ea6-9713-c837b65e2fb1 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6273db3-b69a-454a-ac9b-1c9b5e46aeee · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline MemGPT: Towards LLMs as Operating Systems
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 070178a4-5247-4970-8e0f-aa7e985754c7 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline QuALITY: Question Answering with Long Input Texts, Yes!
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f257cfc0-f736-4394-a31d-6996751a5f9a · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Beyond the context window: A cost-performance analysis of fact-based memory vs. long-context llms for persistent agents
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0b6d177-648b-4920-86a5-9b80b2aa8ce5 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f253568e-2d3b-44ce-ab95-1a5f75d9d26b · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline L a MP : When Large Language Models Meet Personalization
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb99f885-d778-423a-b102-59531cd9dc3c · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Toolformer: Language Models Can Teach Themselves to Use Tools
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation da606e70-1482-4ac2-9fef-3c03996790c7 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5fb8690f-289b-4933-b21f-4e8e60b05b62 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c6f5cfce-77eb-4f48-873f-d81d599c57a9 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Remem: Reasoning with episodic memory in language agent
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bf16f74f-e02e-4fc9-a8d0-89f63dcbbe9a · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline SwiftMem: Fast Agentic Memory via Query-aware Indexing
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73ba6ea9-a199-4c38-9dc8-3a760640df25 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Frontiers Comput
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4235e116-c552-4e4f-8bc9-dc2d8eac6817 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline OpenClaw-RL: Train Any Agent Simply by Talking
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 06960e34-0346-4f81-89c5-5fc3200ed73b · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d3100d56-836b-48a0-a7ea-65d330cffbb1 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 578e43f9-63af-45ef-a31c-b32c0fcbb9e5 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f4483946-daa2-4554-93bd-0b7e977320f8 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline TravelPlanner: A Benchmark for Real-World Planning with Language Agents
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4bb4f38f-eac0-4008-bee1-8a829711aa94 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline arXiv preprint arXiv:2602.07755 , year=
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b4531b7c-31b1-4fa1-b48f-bfb5d147a138 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline A-MEM: Agentic Memory for LLM Agents
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0b80529c-76db-4e08-b7a3-17e15a205196 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0784f7e0-b58e-4b6a-b250-e743d911897d · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4ee041d9-7e55-4250-ad41-e30b4cf98c2d · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Qwen3 Technical Report
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac9c7b4c-72c7-4082-baa4-5be8c27634d8 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Plugmem: A task-agnostic plugin memory module for llm agents
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2ef62293-3719-4188-b24e-467b730905de · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Cohen and Ruslan Salakhutdinov and Christopher D
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b0d6961d-7632-4489-a368-0f114a36d7ed · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline ReAct: Synergizing Reasoning and Acting in Language Models
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd747a4b-9466-446e-876b-9a6352e921c7 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6eb282b6-9d8b-4710-be90-f104594f58cd · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Mem-t: Densifying rewards for long-horizon memory agents
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation abfe369a-e58d-4577-be56-ce5ae9958f0f · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c258f05e-4cea-4dc5-bd08-332ef151ed55 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00557055-5c9e-45c4-8359-bccc264b2d1b · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 259294a2-09a6-447e-b735-cfcdf5a903bf · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline MemoryBank: Enhancing Large Language Models with Long-Term Memory
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca4f9ae3-87ea-4f53-9409-e252a07435e6 · outbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b75cc33d-5da6-41f9-934b-7c4a77e9456e · inbound
Mi-Memory: A Lifecycle Memory Framework for Personal AI Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.