Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-20T11:35:23.892275Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 2 inbound Pith citation observations for arXiv:2605.18421.
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 2026-05-20T11:35:23.892275Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T19:47:08.844690Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T17:28:44.781167Z
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 391cad38-b801-40ad-82d1-72f0b7f68c57 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective 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 2026-08-05T06:32:48.257954+00:00.
Observation 0ea1fcf8-a074-4857-a2af-73e7ace2306f · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2657118a-15b1-4da5-8173-8a9217c79c2f · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Building self-evolving agents via experience-driven lifelong learning: A framework and benchmark
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3b2f17af-0352-4140-b7be-a964be06deac · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 28b2d511-170a-4520-97a4-a9c17620fb7f · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Mem0: Building production-ready ai agents with scalable long-term memory
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c8626fc4-24cb-4b9b-94e6-e1128ddb136d · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Cl-bench: A benchmark for context learning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5dae21bd-011c-4ad1-9834-5f3466e51b86 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6e9709b1-43e3-4ed2-9012-4d3c06551d00 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6623576f-d28f-453c-8abe-2960054a20fd · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective 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 2026-08-05T06:32:48.257954+00:00.
Observation 6521c4fd-7ec2-42f9-b5a6-17933ca2d956 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ba934052-a1be-4e2e-9b01-fc6cb574c03c · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memp: Exploring Agent Procedural Memory
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 47e10c3f-f7eb-454a-8849-5bf26ef9638b · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Szostkiewicz, Jon M
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fec7646f-4ce4-47c4-912e-ae28d748f292 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Robin: A multi-agent system for automating scientific discovery
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f7acf7f7-16e8-4ae9-ab77-8205b4681842 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Gemini 3 flash: Frontier intelligence built for speed
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ca3d411-6bba-4261-bad0-2d1e497a1a6e · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Legomem: Modular procedural memory for multi-agent llm systems for workflow automation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 992ca79b-ee83-41cb-9be6-789f8e759146 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memoryarena: Benchmarking agent memory in interde- pendent multi-session agentic tasks.ICML
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7d80e3ea-7f06-4e37-b0e9-68a226a0d6a4 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1097244a-2522-4772-b480-3f160b586650 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Evaluating memory in llm agents via incremental multi-turn interactions
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6cf5cc58-11a2-4ac8-97a1-7900cac786ae · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memory os of ai agent
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 32049c17-8afb-41dd-a74d-c35969fffc48 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic-Procedural Memory
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d1997c91-8de0-40b3-96c2-29b36397eb76 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemOS: A Memory OS for AI System
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fe0b5db5-d67f-4953-9f82-18b8f7d80612 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0aec4be7-c4a4-47b1-a60e-ff1025ce58d7 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Evaluating Very Long-Term Conversational Memory of LLM Agents
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b80f578e-6f98-4708-8128-67574e493fd9 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Byterover: Agent-native memory through llm-curated hierarchical context
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 53141ecb-8531-49dc-bb44-3c1e936f24dc · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Introducing gpt-5.https://openai.com/index/introducing-gpt-5/
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 44cdfdc6-e128-45d8-9488-8c274ea5d7ed · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Reasoningbank: Scaling agent self-evolving with reasoning memory
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f1b26b9c-1c9f-449a-a6d3-f45329b4ece0 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective The berkeley function calling leaderboard (bfcl): From tool use to agentic evaluation of large language models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ecce80b9-cf35-4b94-a8fe-e85ab0ce6239 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memobrain: Executive memory as an agentic brain for reasoning
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4a5b5026-908c-4f2b-9ad4-6d63022662b8 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Now Publishers Inc
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1c0c57cd-fa8f-46c1-9bf9-44e3c3fd1c1d · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemInsight: Autonomous Memory Augmentation for LLM Agents
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation afb0be2b-6490-419c-b5ef-ab69280af298 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Reflexion: Language agents with verbal reinforcement learning
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 65aa6b85-aeeb-4057-807a-0b332f09c2ec · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Alfworld: Aligning text and embodied environments for interactive learning
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 90ee91b7-c4fc-48ab-92f6-f19699481217 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Agent kb: Leveraging cross-domain experience for agentic problem solving
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0fcb8b53-6f9d-4cd2-81a3-f48dce32a52f · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Agent workflow memory
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 88f441a7-c589-4cc2-b067-fa1df2bb3a91 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b05a8608-9bf8-41bf-ab89-486dc587b153 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Long- memeval: Benchmarking chat assistants on long-term interactive memory
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ba2a5534-e946-464f-bfc0-022c8f99b485 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Webwalker: Benchmarking llms in web traversal
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c6864bfb-4911-422e-be60-6b9d66faa887 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective A-mem: Agentic memory for llm agents
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 09058a2a-9796-4670-b063-6c1d0767868f · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective ReAct: Synergizing reasoning and acting in language models
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 248a9df0-d500-46f5-b481-91ae48e714f8 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cabf3088-9e1f-4459-ad9e-c16f5de602b7 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemEvolve: Meta-Evolution of Agent Memory Systems
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0f941951-37ef-433d-bc1f-e243e48bea8e · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Agentic context engineering: Evolving contexts for self-improving language models
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5a43f540-7ef0-4ec3-a467-e0a9ddc37349 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1b1155fc-8e97-44c1-95d2-71f89e4a7fd5 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0fa07cc2-6de9-4eb0-bd44-6f4ef6ea89f6 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memento: Fine-tuning LLM Agents without Fine-tuning LLMs
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0ac2eb98-57c5-4ea6-a352-aba9f7e365ab · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation abdf304a-dcab-4882-80ad-da38adf8d613 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective the directory you created
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e50da898-8011-4070-97a1-bc000e207269 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 11758080-40ff-4ae5-a90c-e15bc7c903b5 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8fd42800-4bd0-4895-9274-d2e04b39eaab · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ca4b2ad0-f1c0-45ea-b71e-545807158057 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a3d4baae-9e67-4a95-ad10-f2fa5d114071 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 28a3fa01-563d-4f20-b077-d4b9086bc82d · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 70c132d6-d64c-4174-93f2-8df3508238e9 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ae87fd4-985a-46d7-b47b-ab8f26fcf7db · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective id": "<same id as input>
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bab3126a-9aa1-46a2-ab03-83908f61b026 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 89863a4d-3e35-451c-8d62-5fc1d4712425 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9b1383a2-84d8-49df-b991-0d4fcc634e02 · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 636c1c12-466e-4f41-b174-18aa50ca33eb · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 11fd4ad7-886e-492b-9e30-d28d7a7d294d · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2065f4e1-d6a6-470c-82ce-5ccda505957a · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 50b569c1-aea1-4084-b481-4366f0f24f1b · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ae3bcb00-336e-46c6-8872-0a64294822bf · outbound
EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective The Dark Z and Charged Higgs Decay
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1e029189-32f4-4263-bc74-deee3449db26 · inbound
Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2bb9a7d1-5195-4c82-a68e-c33dac1efcf7 · inbound
Control-Plane Placement Shapes Forgetting: An Architectural Study of Agent Memory Across Thirteen System Configurations EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.