Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T12:40:34.740804Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2605.28806.
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 2026-06-29T12:40:34.740804Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T07:06:05.747802Z
A source-named dated measurement, never combined with another source.
Source: cited_works
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 01fc607a-8ba5-4937-b023-a65634449a41 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Evaluating very long-term conversational memory of llm agents
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88b2b287-59db-4cd7-9d80-4694ece43ba5 · outbound
Personal Visual Memory from Explicit and Implicit Evidence LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 07dcc412-98e5-4b97-8947-f003032026c9 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Personamem-v2: Towards person- alized intelligence via learning implicit user personas and agentic memory
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7c521c83-08af-4413-8063-f9c682740dc3 · outbound
Personal Visual Memory from Explicit and Implicit Evidence 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 2026-08-21T06:32:19.484+00:00.
Observation dcef9f7a-3abf-430d-80da-8f9aaa4d0249 · outbound
Personal Visual Memory from Explicit and Implicit Evidence MemOS: A Memory OS for AI System
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2cc0eb43-438c-4744-ad78-c8e2f11bd3e5 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Towards Ethical Personal AI Applications: Practical Considerations for AI Assistants with Long-Term Memory
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e9a4dc1a-1cd6-4bca-b8ba-7ed530f87425 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Private attribute inference from images with vision-language models.Advances in Neural Information Processing Systems, 37:103619–103651, 2024
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d90103b-96fb-4bb5-b337-fc18701b5e27 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Imagine yourself: Tuning-Free Personalized Image Generation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0beb2bb4-a481-48f1-91d8-56a938dd046e · outbound
Personal Visual Memory from Explicit and Implicit Evidence Personalized Representation from Personalized Generation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ad3bfb7c-1600-4e99-83f4-370277ad563a · outbound
Personal Visual Memory from Explicit and Implicit Evidence DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 786941bf-3ba4-4fec-8df3-0482299f6fd3 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Memorybank: Enhancing large language models with long-term memory
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 361127ca-35d6-493d-aec3-56bc42ad2352 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Perltqa: A personal long-term memory dataset for memory clas- sification, retrieval, and fusion in question answering
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77cd3cb0-8cf1-4bfe-a032-926551ed9232 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Needle in a multimodal haystack.Advances in Neural Information Processing Systems, 37:20540–20565, 2024
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b0fc8c6-8901-417f-a431-0b207028e1cc · outbound
Personal Visual Memory from Explicit and Implicit Evidence Multimodal needle in a haystack: Benchmarking long- context capability of multimodal large language models
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbce73d7-06dd-444f-a247-b711ec15e776 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5e6ecec1-427e-4f16-9f25-896cb07cd40a · outbound
Personal Visual Memory from Explicit and Implicit Evidence Retrieval augmenta- tion reduces hallucination in conversation
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02b4f980-2d9d-4518-a9b0-5bfe4c8c9d06 · outbound
Personal Visual Memory from Explicit and Implicit Evidence In-context retrieval-augmented language models.Transactions of the Association for Computational Linguistics, 11:1316–1331, 2023
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2adec89a-1912-40ba-a1d3-c6da4d9fb367 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Replug: Retrieval-augmented black-box language models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3f01fe0-23ce-445a-a845-c4a8efaf1fcc · outbound
Personal Visual Memory from Explicit and Implicit Evidence Meminsight: Autonomous memory augmentation for llm agents
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8a613a5-dcc2-4b1d-ace1-4596596521bd · outbound
Personal Visual Memory from Explicit and Implicit Evidence MemVerse: Multimodal Memory for Lifelong Learning Agents
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6fad7033-3041-42a6-a8bd-292b594f2d3a · outbound
Personal Visual Memory from Explicit and Implicit Evidence LightMem: Lightweight and Efficient Memory-Augmented Generation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f81d2a85-5742-4317-8872-39bc35188cf7 · outbound
Personal Visual Memory from Explicit and Implicit Evidence 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 2026-08-21T06:32:19.484+00:00.
Observation 54763c5f-2921-49f3-9f74-b1e625b0e24a · outbound
Personal Visual Memory from Explicit and Implicit Evidence Memgpt: towards llms as operating systems
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f86f150-649f-4bdf-97e5-b36d597f7bea · outbound
Personal Visual Memory from Explicit and Implicit Evidence A-MEM: Agentic Memory for LLM Agents
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 18cda49b-d259-4ca2-b869-a62f2d043f72 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Self-rag: Learn- ing to retrieve, generate, and critique through self-reflection
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1442812d-adfa-4ee4-af3c-5c040b6f6f5e · outbound
Personal Visual Memory from Explicit and Implicit Evidence From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 30e86ef1-2791-4f11-aa71-81fd5ca2a051 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Personalized Multimodal Large Language Models: A Survey
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation dd613647-60f1-4ea8-8abb-d6c90604cd8b · outbound
Personal Visual Memory from Explicit and Implicit Evidence Myvlm: Personalizing vlms for user-specific queries
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed6943cd-d191-47c1-8d40-1f67e92b861e · outbound
Personal Visual Memory from Explicit and Implicit Evidence Yo’llava: Your personalized language and vision assistant.Advances in Neural Information Processing Systems, 37:40913–40951, 2024
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d670e817-cde1-4e03-9e0b-d1a711e17916 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Yo’chameleon: Personalized vision and language generation.2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 783e3120-3f2c-4c56-a574-28a876eeb0a5 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Rap: Retrieval- augmented personalization for multimodal large language models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fa6dcd9-b54e-49fa-9983-a1c264f4a3a7 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Training- free personalization via retrieval and reasoning on fingerprints
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8aba040-e3b2-44ea-84f6-b4efab128947 · outbound
Personal Visual Memory from Explicit and Implicit Evidence PersonaVLM: Long-Term Personalized Multimodal LLMs
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8c8a4f14-ee99-4b38-8dd4-a6aaa31345a8 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Tameing long contexts in personalization: Towards training-free and state-aware mllm personalized assistant
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10d70c7d-e17a-48db-822b-86b75ab1d859 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Scaling Synthetic Data Creation with 1,000,000,000 Personas
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f2bbfbff-5aa1-4a3b-b4ea-30afe2e42ee0 · outbound
Personal Visual Memory from Explicit and Implicit Evidence Taylor, and Dan Roth
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8772ec42-c4fe-4f2c-b740-20ff51ec1ccc · outbound
Personal Visual Memory from Explicit and Implicit Evidence You must generate a heterogeneous social circle including: •Family & Romantic:Parents, siblings, cousins, spouse/partner, or children
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6c0d253-61d3-4fe9-8f21-e407629955cb · outbound
Personal Visual Memory from Explicit and Implicit Evidence social_relationship
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c96ff63-2217-40a9-945a-85f97cc7bbdc · outbound
Personal Visual Memory from Explicit and Implicit Evidence 2.Brainstorm Assets:Create a diverse list of 5 to 8 distinct assets
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04b88e7b-b1b7-47ed-b64f-8e54d4c516c6 · outbound
Personal Visual Memory from Explicit and Implicit Evidence assets": [ {
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46059883-a559-4fcc-88b7-92d7c3a1e768 · outbound
Personal Visual Memory from Explicit and Implicit Evidence question_hint
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19ade004-995a-489f-9a91-009dc37b3c59 · outbound
Personal Visual Memory from Explicit and Implicit Evidence question_hint
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5ed3f9a-02ff-4d7f-a76f-6479e4385fb0 · outbound
Personal Visual Memory from Explicit and Implicit Evidence question_hint
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4d3a506-107c-4086-bf09-974df35cb148 · outbound
Personal Visual Memory from Explicit and Implicit Evidence conversation
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffeeef24-105f-4362-b0d9-282544e866b0 · outbound
Personal Visual Memory from Explicit and Implicit Evidence variant_hint
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67bfd4a1-7f43-4bbc-af11-001c0bd54b18 · outbound
Personal Visual Memory from Explicit and Implicit Evidence If the correct answer is a specific 15-word description, the traps must also be specific 15-word descriptions
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce32fc13-caeb-4df1-bcad-1f3bb8cb0705 · outbound
Personal Visual Memory from Explicit and Implicit Evidence The ground truth should be equally likely to be A, B, C, or D
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6a282eb-8ed7-413e-b85e-1f7bd2df8271 · outbound
Personal Visual Memory from Explicit and Implicit Evidence questions
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19a425cd-f96f-49a9-8dfa-50dc7b4795a9 · inbound
Beyond Retrieval: Analytic Memory for Multimodal Agents Personal Visual Memory from Explicit and Implicit Evidence
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.