Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T21:02:58.640918Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 5 inbound Pith citation observations for arXiv:2605.15128.
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 2026-06-30T21:02:58.640918Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T07:06:05.820603Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-06-30T19:15:00.634246Z
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ab0c11a4-eb4b-461c-895b-bf0ad7c8c920 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Qwen3-VL Technical Report
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dfd22008-c294-4806-ab16-af6265c48e6f · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Mem-gallery: Benchmarking multimodal long-term conversational memory for mllm agents
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a525e587-26b3-4261-ac5a-67a4277a9c2b · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Visual long-term memory has a massive storage capacity for object details.Proceedings of the National Academy of Sciences, 105(38): 14325–14329, 2008
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aa26b9f2-5eca-4763-9517-d97697483b13 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0041c38c-c515-4a64-a6bc-e428665f002f · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Evaluating the robustness of multimodal agents against active environmental injection attacks
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41f83ed8-c676-44b8-b12a-3e0f6cc4c1b1 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Safepred: A predictive guardrail for computer-using agents via world models, 2026
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6c8dabc8-5385-4bfc-b8ac-b47fd0c4794c · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 45ea6f18-d9df-48b7-a327-419b3e401892 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Moura, Devi Parikh, and Dhruv Batra
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5ac24d10-6914-4a61-b33f-fbc0c0fe710e · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory TwinVoice : A multi-dimensional benchmark towards digital twins via LLM persona simulation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b7de68ea-3a63-4871-b2ee-85c9aeecd5cf · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory M2A: Multimodal memory agent with dual-layer hybrid memory for long-term personalized interactions, 2026
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f0b262b0-317f-42cb-adab-85d33e290b59 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Geminiapimodeldocumentation
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e5fe067d-1f90-41c0-b36a-2ff8f49dee8b · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e02254c3-dfad-421b-90d5-a753da93c8da · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory DeepSieve: Information sieving via LLM-as-a-knowledge-router
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8dbd6130-60d5-45a6-8f10-a516c7f1cf46 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Evaluating memory in LLM agents via incremental multi- turn interactions
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 224af769-dc17-40be-b84a-716d9cbb8d02 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Memory in the Age of AI Agents
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a4cc1bac-ce5f-44f2-928c-58c1165c0c2d · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Automatic understanding of image and video advertisements
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 27d7e761-c29f-453f-a402-f9ffa6dee74c · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Memory OS of AI agent
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c9756bde-0447-419a-ad31-f679b3ba91b8 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Astyle-basedgeneratorarchitectureforgenerativeadversarial networks
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 255b3ef6-11d1-4f38-9daf-52993c58fa57 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a0f24c27-7d8d-4a8d-995e-6f4fdc84ecbc · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Lee, B.-K
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f8ec8198-c076-4cdd-ad5d-5028bfdd1303 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Avenir-web: Human-experience-imitating multimodal web agents with mixture of grounding experts.arXiv preprint arXiv:2602.02468, 2026
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b88522e1-2f25-4c3b-9dfe-cc32f5c48a95 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Sohn, Kaidong Hu, Muhammad Usman, and Mubbasir Kapadia
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5a1aea5c-b47e-456c-a84f-e55c8714beb8 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Mosaic: Modeling social ai for content dissemination and regulation in multi-agent simulations
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ae93b7fe-2b02-474f-b2f9-9313a31d405f · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory SimpleMem: Efficient Lifelong Memory for LLM Agents
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2d63a08b-bf6b-4148-a071-2658e19cd31e · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 871996fb-4dd8-42b9-a7e7-94f8bd3c5ada · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Omni-SimpleMem: Autoresearch- guided discovery of lifelong multimodal agent memory
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c4986161-2c46-48d8-a0dd-ef629011a30a · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Convbench: a multi-turn conversation evaluation benchmark with hierarchical ablation capability for large vision-language models
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 16216f9a-7d11-4345-8490-85ecae3c69a4 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ecec38a1-cbb6-47d4-99fd-ee851fdd6b27 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Haipeng Luo, Huawen Feng, Qingfeng Sun, Can Xu, Kai Zheng, Yufei Wang, Tao Yang, Han Hu, and Yan- song Tang
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eaa07e85-a027-4926-b36c-c72ba5ec828e · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Evaluating very long-term conversational memory of LLM agents
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e1bfc279-1952-433a-bc83-e6ce1a72ca4a · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Evaluating Very Long-Term Conversational Memory of
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7186bb76-11cb-40fa-a73f-95797280e106 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory According to me: Long-term personalized referential memory qa
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e317c47c-e89d-485f-bec2-4cfe5cc36428 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory R-WoM: Retrieval-augmented world model for computer-use agents
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 64d6d323-9bb2-480a-a13e-bc9eac8c001f · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Openai api model documentation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5aec1a0b-ace8-464b-b6f3-f12a6e94b40c · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 59410ef5-3abb-4683-b86d-a4c4d3c401f5 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Steering the Verifiability of Multimodal AI Hallucinations
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 66b81437-7168-47a1-a98a-45d8954ad4e3 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory O'Brien and Carrie Jun Cai and Meredith Ringel Morris and Percy Liang and Michael S
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b4e4458d-5c23-4653-9f65-a3a755876678 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory From commands to prompts: LLM-based semantic file system for AIOS
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b91d98c6-57ed-4085-b0fa-88e3dc39fe5f · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Reflexion: language agents with verbal reinforcement learning
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4c79ec94-95c9-4110-9257-40082447a371 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Japan open driving dataset sample.https://huggingface.co/datasets/turi ng-motors/Japan-Open-Driving-Dataset-Sample, 2024
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ae360296-acea-45ba-8846-31b51aca56da · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory MIRIX: Multi-Agent Memory System for LLM-Based Agents
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5b64a924-fb71-471f-a7be-4497be0fafc0 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7bd33008-9b59-40b8-a672-5271b09fe1fc · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Large Multimodal Agents: A Survey
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 16536ae8-c2cf-4de8-9c28-0b61653a3855 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Fluxmem: Adaptive hierarchical memory for streaming video understanding
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d4772c42-01e3-45e0-93ac-a5dd6e314324 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Crab: Cross-environment agent benchmark for multimodal language model agents
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d74ee8a4-c114-492e-a1f8-4ca7684a4390 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory A-mem: Agentic memory for llm agents
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9bdca8e2-9103-4e3b-9201-4428ed4a8b4b · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory AEL: Agent Evolving Learning for Open-Ended Environments
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6906c195-f9fb-4cbb-bd0b-c2c4990ebe06 · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory MMRC: A large-scale benchmark for understanding multimodal large language model in real-world conversation
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 01998d90-b943-46c2-99af-98acc0e1db7e · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Seed- story: Multimodal long story generation with large language model
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a4b3d35d-9faf-471d-b903-ddc6ffd8c1ee · outbound
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory A survey on the memory mechanism of large language model- based agents.ACM Transactions on Information Systems, 43(6):155:1–155:47
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b001212f-6f84-4c54-8b58-33fc28c5dadc · inbound
How do Humans Process AI-generated Hallucination Contents: a Neuroimaging Study MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aae9400b-4079-404a-9690-831cb82e94c1 · inbound
Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4eec5a4e-4779-45c9-b3cf-367bed3ba159 · inbound
Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory
Reference 2026
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dea09742-4308-4a70-92bf-5c279140614f · inbound
Seen, Said, or Forgotten? A Causal Audit of Visual KV Memory Across Dialog Turns MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1634793-f54c-4083-a700-7279caf86ac8 · inbound
Beyond Retrieval: Analytic Memory for Multimodal Agents MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.