Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T21:58:30.784843Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2602.13933.
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 2026-05-15T21:58:30.784843Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-10T02:19:57.341402Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-05-11T13:06:05.219730Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a2e607b2-67f8-4296-b7f8-5c15dd859d25 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling When large language models meet personalization: Perspectives of challenges and opportunities.World Wide Web, 27(4):42
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1f091523-937c-4ab8-95e2-7ec08b71a293 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 24938078-e563-4a67-a941-3902bfd9a897 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ee905806-f857-448f-9a5d-9dd60aee79f2 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3a063d7d-888c-4fa1-a0da-6cdfe5c7d50b · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a2770d43-d567-4a9d-a0c0-e63adab149f2 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Memgpt: Towards llms as operating systems
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 010aad56-605e-4156-aadf-9234d9458d37 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling smolagents’: A smol library to build great agentic systems, 2025.URL https://github
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cc6082bb-521e-4c9c-947c-26dc5cbe274e · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Memorybank: Enhancing large language models with long-term memory
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a24a8109-f819-43c5-a73d-a7e10d5a8a6c · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3e973513-7a0f-428e-94aa-24577e3008d4 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Retrieval-augmented generation for knowledge- intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b702b0f8-af2f-44da-a860-cc84836bedf5 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling From Commands to Prompts: LLM-based Semantic File System for AIOS
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3d442c0e-a67a-4017-97e7-08bdc3d98b7b · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Cam: A constructivist view of agentic memory for llm-based reading comprehension
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7cf06b9a-3ccb-4d21-9780-a16510963ec9 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling A-MEM: Agentic Memory for LLM Agents
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3446c86d-7861-478b-bb18-5e5a7bb1ac12 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d5596ec5-1791-4f03-ae7b-153b6807bbb3 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MIRIX: Multi-Agent Memory System for LLM-Based Agents
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d88a84e1-310b-4697-bbc8-96a2cc1cac7c · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ab946875-ca95-4b64-95ea-dbdde16389ab · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Memory in the Age of AI Agents
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a9616fc0-8a52-462e-85c3-256f185106f3 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling LightMem: Lightweight and Efficient Memory-Augmented Generation
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ffbf7176-4647-4850-a649-81291c07f1ed · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d6cd9059-de76-4632-9d39-d4eac8b2e8bd · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Beyond static summarization: Proactive memory extraction for llm agents.arXiv preprint arXiv:2601.04463, 2026a
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5dfee0be-7377-4bd5-81e2-e7f4dc481432 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling In prospect and retrospect: Reflective memory management for long-term per- sonalized dialogue agents
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ae750279-76b5-4ea3-8045-f2dcff7433ec · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aa3d9939-782f-44a8-b973-6558b86c6671 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Recurrent memory transformer.Advances in Neural Information Processing Systems, 35:11079–11091
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1a1c9305-fe96-48f5-b508-c2012afac8d6 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 25a5a130-a432-452d-bd41-c1bd71770425 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Extending Context Window of Large Language Models via Positional Interpolation
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d9f44861-aeec-4f51-9daf-ad8c48b58b5d · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Training-Free Long-Context Scaling of Large Language Models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8ee7991a-1f19-4298-9a35-ac2fa9cbd72e · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Scaling Laws of RoPE-based Extrapolation
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c0ba30d5-41df-405c-85c1-1690bece7ec3 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Effective long-context scaling of foundation models
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 470050c9-3cc3-4abb-82bb-3c69bb5faa98 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Mlp memory: A retriever-pretrained memory for large language models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 97a92a04-3abe-4bf7-84c5-00389caab361 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Tokmem: One-token procedural memory for large language models
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c0d63a8d-da1c-4cf8-8e1c-cbe062d5a1bd · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Appagent: Multimodal agents as smartphone users
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 457e026a-b6b9-4fc1-af4e-a0ea7cd08cb5 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Rethinking memory mechanisms of foundation agents in the second half
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 40fb0e38-0bf2-44ad-b37b-00b17f84ae99 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Flashrag: A modular toolkit for efficient retrieval-augmented generation research
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f139c760-df11-44b1-8871-f49f6d4df90d · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling ComposeRAG: A Modular and Composable RAG for Corpus-Grounded Multi-Hop Question Answering
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b9ef8615-64a7-4e92-9120-7da2d8e19aa5 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling LightRAG: Simple and Fast Retrieval-Augmented Generation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ac9ec0d8-0530-48c7-b0ae-bdfad38e780b · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4582da81-2e41-4c9b-8f96-9636236ce50b · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Self-rag: Learning to retrieve, generate, and critique through self-reflection
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation acabd136-933e-4c1d-b742-5aa306a23e09 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MemOS: A Memory OS for AI System
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8abfc0ce-d51e-42dd-8739-a83196fe4209 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Hipporag: Neurobiologi- cally inspired long-term memory for large language models.Advances in Neural Information Processing Systems, 37:59532–59569
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 575f1858-4847-4197-8327-2dfaf3466ce6 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling From experience to strategy: Empowering llm agents with trainable graph memory
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d4f64035-cb30-4cb1-90e7-826e030440a3 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c17a091d-c1a5-47ff-aaaf-2a6164205421 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Sgmem: Sentence graph memory for long-term conversational agents
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 742eb5c4-05a1-44e8-a083-948c97a8e4aa · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Zep: A Temporal Knowledge Graph Architecture for Agent Memory
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1d3ec1c8-0e6f-4be3-82cc-27187c97937c · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling SimpleMem: Efficient Lifelong Memory for LLM Agents
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation eee52497-eee5-443a-94d6-be24decdf208 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MEMORYLLM: Towards Self-Updatable Large Language Models
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d1bb9717-1671-4bd0-80b9-0a35d8a4664f · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling General agentic memory via deep research
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 91210a46-ccce-4273-b75c-1bc9570b40bc · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4fb2a79c-32f5-4d3b-a6f3-77b9db5c99f3 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 191cca28-3ebe-49ea-a338-3d0e5d47334c · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Agentfold: Long-horizon web agents with proactive context management
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e1ecbfd9-f567-4b26-8ebd-d5ee8ee88751 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Lost in the middle: How language models use long contexts.Transactions of the Association for Computational Linguistics, 12:157–173
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e481902b-e4b5-472e-9e17-422351f3c406 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Secom: On memory construction and retrieval for personalized conversational agents
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 29ef3898-30af-499c-8d1c-0a6346c94853 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Evaluating Very Long-Term Conversational Memory of LLM Agents
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ddf75e89-b697-4466-afd7-f94d8632189c · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 470e1cfb-f198-4504-82e9-ac49cab30a03 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Taylor, and Dan Roth
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 46707bd1-0952-4040-93b1-af4c0c0367f2 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Remem: Reasoning with episodic memory in language agent
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6da8861a-aac7-426a-9764-67a9e892b486 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling Evoking user memory: Personalizing llm via recollection-familiarity adaptive retrieval
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f5f9ad30-0e5c-474b-b27f-a955fe54b636 · outbound
HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling What Deserves Memory: Adaptive Memory Distillation for LLM Agents
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a21b28ff-1028-496c-be42-465817a04d59 · inbound
Four-Axis Decision Alignment for Long-Horizon Enterprise AI Agents HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3bd15cf8-9116-4e00-9ba3-dbe4919a2584 · inbound
Stateless Decision Memory for Enterprise AI Agents HyMem: Hybrid Memory Architecture with Dynamic Retrieval Scheduling
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.