Paper Citation Record · LEDGER

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2511.20196.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2511.20196 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:24:21.280971Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:39:45.222525Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-15T21:56:41.029671Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3166bf49-3c1e-45ff-9bcd-05d4707324dd · outbound

This paper cites GPT-4 Technical Report.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.142757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 798f0ba8-659a-40e5-9acc-a9afad8be471 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.NeurIPS, 2022.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Flamingo: a visual language model for few-shot learning.NeurIPS, 2022

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.147813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b771de94-f473-4a8b-a717-d8210c1c287f · outbound

This paper cites PaLM 2 Technical Report.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning PaLM 2 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.151910Z

Source-reported events for the cited work

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Observation e76c7fb0-f65d-4c8c-9189-34c6bce90ee8 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.157037Z

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Observation b0bc8eaa-3ceb-48a4-80bf-ba3301e4a1dd · outbound

This paper cites Qwen2.5-VL Technical Report.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Qwen2.5-VL Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.161177Z

Source-reported events for the cited work

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Observation 62cd35f5-1709-4371-a9c0-6d58765bdddb · outbound

This paper cites Towards making systems for- get with machine unlearning.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Towards making systems for- get with machine unlearning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.165577Z

Source-reported events for the cited work

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Observation 6ba769f2-ed9e-4779-bc57-899696fd49fa · outbound

This paper cites Palm: Scaling language modeling with pathways.Journal of Machine Learning Research, 24(240): 1–113, 2023.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Palm: Scaling language modeling with pathways.Journal of Machine Learning Research, 24(240): 1–113, 2023

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.169802Z

Source-reported events for the cited work

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Observation 08c5d94a-c18e-4227-a227-f8c8f0908ada · outbound

This paper cites CLEAR: Character Unlearning in Textual and Visual Modalities.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning CLEAR: Character Unlearning in Textual and Visual Modalities

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.173712Z

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Unavailable: canonical work link unavailable.

Observation 62b21b24-5e48-4ba4-8b09-8614352f4b3a · outbound

This paper cites Avoiding Copyright Infringement via Large Language Model Unlearning.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Avoiding Copyright Infringement via Large Language Model Unlearning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.178419Z

Source-reported events for the cited work

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Observation 5012f056-771c-47fb-a2a1-08e594058504 · outbound

This paper cites Deepopht: medical report generation for retinal images via deep models and visual explanation.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Deepopht: medical report generation for retinal images via deep models and visual explanation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.182493Z

Source-reported events for the cited work

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Observation 6120cd6b-9b99-4267-b12e-bf65d0cbab33 · outbound

This paper cites Editing Models with Task Arithmetic.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Editing Models with Task Arithmetic

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.186129Z

Source-reported events for the cited work

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Observation 590e3cc5-7ee4-49d1-b306-4d2187e55df4 · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning A style-based generator architecture for generative adversarial networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.190240Z

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Unavailable: canonical work link unavailable.

Observation 5d951ded-4ce3-4f4d-ac19-4b5737008d4d · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning LLaVA-OneVision: Easy Visual Task Transfer

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.194088Z

Source-reported events for the cited work

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Observation cd549bfc-e862-47d3-9447-7fb6cdf207f2 · outbound

This paper cites Sin- gle image unlearning: Efficient machine unlearning in multi- modal large language models.Advances in Neural Informa- tion Processing Systems, 37:35414–35453, 2024.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Sin- gle image unlearning: Efficient machine unlearning in multi- modal large language models.Advances in Neural Informa- tion Processing Systems, 37:35414–35453, 2024

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.197981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f9d512-0571-4f2d-bf60-cef89fae7ab8 · outbound

This paper cites Continual learning and private unlearning.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Continual learning and private unlearning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.201701Z

Source-reported events for the cited work

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Observation 2a0f140c-b934-4d01-b334-1c9a12e40cc7 · outbound

This paper cites Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.205703Z

Source-reported events for the cited work

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Observation b7c26df1-9000-4aee-8c80-a145df86c232 · outbound

This paper cites Machine Unlearning in Generative AI: A Survey.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Machine Unlearning in Generative AI: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.209614Z

Source-reported events for the cited work

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Observation dd0ed45c-cb93-426e-b624-a3b258a80e17 · outbound

This paper cites Towards Safer Large Language Models through Machine Unlearning.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Towards Safer Large Language Models through Machine Unlearning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.213618Z

Source-reported events for the cited work

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Observation 06f06c2d-8214-4ef3-86f9-98e00f872162 · outbound

This paper cites Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.217402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00bb130a-660b-41db-aef4-d9abcab72603 · outbound

This paper cites TOFU: A Task of Fictitious Unlearning for LLMs.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning TOFU: A Task of Fictitious Unlearning for LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.221520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7128bfd8-9944-4f1b-b68c-15d44a3dcf67 · outbound

This paper cites The eu proposal for a general data protection regulation and the roots of the ‘right to be for- gotten’.Computer Law & Security Review, 29(3):229–235,.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning The eu proposal for a general data protection regulation and the roots of the ‘right to be for- gotten’.Computer Law & Security Review, 29(3):229–235,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.225698Z

Source-reported events for the cited work

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Observation 6ee0d3e7-997a-46f8-b325-81a35ebe3796 · outbound

This paper cites Merging models with fisher-weighted averaging.Advances in Neural Information Processing Systems, 35:17703–17716, 2022.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Merging models with fisher-weighted averaging.Advances in Neural Information Processing Systems, 35:17703–17716, 2022

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.229646Z

Source-reported events for the cited work

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Observation 4c91ff67-c2d0-41e9-af18-588c7ec490bd · outbound

This paper cites an unresolved cited work.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.233266Z

Source-reported events for the cited work

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Observation 9f6551fc-ff16-4830-ab9d-0ce62a7ab616 · outbound

This paper cites Manning, and Chelsea Finn.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Manning, and Chelsea Finn

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.237259Z

Source-reported events for the cited work

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Observation 62b18dea-0629-4e7a-bf6f-e6c007fe76b1 · outbound

This paper cites Variational bayesian unlearning.Advances in Neural Information Processing Systems, 33:16025–16036, 2020.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Variational bayesian unlearning.Advances in Neural Information Processing Systems, 33:16025–16036, 2020

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.241388Z

Source-reported events for the cited work

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Observation cff890e9-3c63-43f4-8641-d55435b48841 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Learn- ing transferable visual models from natural language super- vision

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.245400Z

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Observation 61cd8103-3dd6-4030-b239-4d602ed2f580 · outbound

This paper cites Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.249590Z

Source-reported events for the cited work

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Observation e045b4d3-14e5-4ea8-9a08-f8b7919a8c8c · outbound

This paper cites Unrolling sgd: Understanding factors in- fluencing machine unlearning.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Unrolling sgd: Understanding factors in- fluencing machine unlearning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.253698Z

Source-reported events for the cited work

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Observation 7eb876b2-7200-461f-bb9d-a160a98c45fe · outbound

This paper cites Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing in- ference time.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing in- ference time

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.257653Z

Source-reported events for the cited work

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Observation b2ff756a-f873-4cb6-8706-c8f4f39ab3a6 · outbound

This paper cites Ties-merging: Resolving interference when merging models.Advances in Neural Information Pro- cessing Systems, 36:7093–7115, 2023.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Ties-merging: Resolving interference when merging models.Advances in Neural Information Pro- cessing Systems, 36:7093–7115, 2023

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.261483Z

Source-reported events for the cited work

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Observation 7c0d0145-a7a3-4e46-a4a3-bf9f2b0fbdc7 · outbound

This paper cites Large Language Model Unlearning.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Large Language Model Unlearning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.265263Z

Source-reported events for the cited work

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Observation 70061958-3af7-48ba-8305-4bc37ff263fe · outbound

This paper cites A Survey on Multimodal Large Language Models.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning A Survey on Multimodal Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.269163Z

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Observation cc56fb66-aa70-4f56-9ca5-1a839a545f37 · outbound

This paper cites Visual oriented fine-grained knowledge editing for multimodal large language models.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Visual oriented fine-grained knowledge editing for multimodal large language models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.273041Z

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Observation fa2f11b4-994b-4450-b354-8ea714e2768e · outbound

This paper cites A Comprehensive Study of Knowledge Editing for Large Language Models.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning A Comprehensive Study of Knowledge Editing for Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.277049Z

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Observation f93bb797-dfa6-41b0-a1c8-8801fabb45a9 · outbound

This paper cites I don’t know.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning I don’t know

Reference 35

Resolution: malformed identifier; no resolver link, observed 2026-08-03T20:24:21.280971Z

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Pith citing papers

Observation 615f90e1-218f-48a6-b5ca-b60c32857c59 · inbound

Missing-by-Design: Certifiable Modality Deletion for Revocable Multimodal Sentiment Analysis cites this paper.

Missing-by-Design: Certifiable Modality Deletion for Revocable Multimodal Sentiment Analysis Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-29T02:14:23.430692Z

Source-reported events for the cited work

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Observation 361cabdb-a521-4187-a00e-aefb67e162f6 · inbound

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models cites this paper.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:39:45.222525Z

Source-reported events for the cited work

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