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Paper Citation Record · LEDGER

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing

As of 10 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2607.01978.

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

pith.paper-citation-record.v1
2607.01978 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-03T13:53:32.367536Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

62 of 62 outbound references displayed

  • verified exact8
  • verified fuzzy54
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae6bdf50-8581-4ed8-ab5b-ffe906f355d9 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing LLaMA: Open and Efficient Foundation Language Models

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-07-03T13:58:21.126460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b59d3c16-e120-4019-8309-cb3f1bcf3d98 · outbound

This paper cites A Survey of Large Language Models.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing A Survey of Large Language Models

Reference 2

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verified exact
local_arxiv, observed 2026-07-03T13:58:21.112943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:8744de6d2a069e387b62c468b73dfdfe5e05d9826a46b04dcd0f0387ed58344d

Observation 974bc100-3140-48f5-867a-de6a382a32ae · outbound

This paper cites Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.777935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:291a289bcebd2cb5ab00be300cc5769e088eac1410e8bc4ff73f0c3dd4578fda

Observation ddae0ab6-631d-4bd1-9e8d-39e52e14703b · outbound

This paper cites Video-llava: Learning united visual representation by alignment before projection,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Video-llava: Learning united visual representation by alignment before projection,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.680178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:a334ddb62caa3f6c6b6d76b37c73857fd7785f17095b47befff4c23c5702494e

Observation e2eae090-7f91-48b3-9c54-6e69d4a12f8f · outbound

This paper cites Moe-llava: Mixture of experts for large vision- language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Moe-llava: Mixture of experts for large vision- language models,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.768544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:3d2d65b130f544043e0be3cfa6a95170196632617295df78e5d85538a9c7c21f

Observation ff73b52e-5c19-41a6-a5f6-f96f4668de72 · outbound

This paper cites Vision-controllable language model for image-guided story ending generation,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Vision-controllable language model for image-guided story ending generation,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.661899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:6350b26172a34881a646f884b1bc9479ca2482f2469c2f33b6607b68c3c44b43

Observation a99a0d17-359a-497d-a246-f8cdbf192033 · outbound

This paper cites When large multimodal models confront evolving knowledge: Challenges and explorations,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing When large multimodal models confront evolving knowledge: Challenges and explorations,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.734196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e3d2e092550ffc8ce5d24059935fc03bbf26ee7177316f0e91c09afc83f6df44

Observation 83d7c1f2-ddc7-4d59-a18b-979e2fe6898b · outbound

This paper cites Vlbiasbench: A comprehensive benchmark for evaluating bias in large vision-language model,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Vlbiasbench: A comprehensive benchmark for evaluating bias in large vision-language model,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.699473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e7b782bc0e5aa2d0f7d02d55b5c37f8ecf658ada417de977e0a6585dab329f4d

Observation a683df13-abf3-4bd8-95bf-289efd9edf90 · outbound

This paper cites Locating and editing factual associations in gpt,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Locating and editing factual associations in gpt,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.768744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e2bf8b8ee1a88edb38106edf631191b027ff6571ff341a70a23b4f4e589b722b

Observation 029b7e32-40b1-45fd-86a9-967b0688c810 · outbound

This paper cites Alphaedit: Null-space constrained knowledge editing for language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Alphaedit: Null-space constrained knowledge editing for language models,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.727320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:6d9521bb8c73687bdacde8ae24d54403ad82f83a9e8fa6e356c0a13db8c8cb5d

Observation f3feb892-83a6-4fd5-a5a3-b2a21c3ddf06 · outbound

This paper cites Attribution analysis meets model editing: Advancing knowledge correction in vision language models with visedit,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Attribution analysis meets model editing: Advancing knowledge correction in vision language models with visedit,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.747017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e7ce663381f3904f6f06d8af8d0696dbbce3caa87d764d17dac8ad29b839f9ed

Observation dfdd9a2e-d6f7-4e41-87c6-c7082916df40 · outbound

This paper cites Lifelong knowledge editing for vision language models with low-rank mixture-of- experts,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Lifelong knowledge editing for vision language models with low-rank mixture-of- experts,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.751186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:3389f588763898c3b21c4753a78e4182c5027a92a318bb66a388e90e57c680f8

Observation 6f536c2f-d657-4eb8-98e4-8abed431e507 · outbound

This paper cites Can we edit multimodal large language models?.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Can we edit multimodal large language models?

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.783453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:aa5b8ee19eb1df28960fab051d1e65a4354885b0fd5508ffe4cbb557c8551cee

Observation 1110b9da-552d-4039-a24f-008b41822ba9 · outbound

This paper cites Principled multimodal representation learning,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Principled multimodal representation learning,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.741517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:f3548f451bfb1e564ef1d38f4070d758f687f3b9075e46ccf926367ed08fcc58

Observation 92a70a84-7074-44dd-99c3-9d04382a2ad8 · outbound

This paper cites Modality-Decoupled Online Recursive Editing.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Modality-Decoupled Online Recursive Editing

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-07-03T13:58:21.118637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e46bed522f825797e513323ae4d1bf50d47cd16bbddad2e30a2bdd86d7cbb491

Observation a053fd2a-1936-4f44-ae06-963bd153a4b5 · outbound

This paper cites Dualedit: Dual editing for knowledge updating in vision-language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Dualedit: Dual editing for knowledge updating in vision-language models,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.755457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:80b3318b103f7a7d118e36218961df1dce2f3e7fb9ecf74620e40c8ee61ce517

Observation 610dae12-e304-4b4d-bc47-bdd7ba7da4d0 · outbound

This paper cites Can we continually edit language models? on the knowledge attenuation in sequential model editing,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Can we continually edit language models? on the knowledge attenuation in sequential model editing,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.666011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:ce38d8e3a694e6711f6bef495ce5d45aed063b6cf8361e9044bf5d442c345613

Observation 03024ce3-612d-4e61-9e4b-90516c1fa9cb · outbound

This paper cites VLKEB: A large vision-language model knowledge editing bench- mark,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing VLKEB: A large vision-language model knowledge editing bench- mark,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.781995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:a69bf74d8fc2e4a6b76d8d1ee7ef431fb780cb12a3dc7f828283c0da6fdb9f7c

Observation 382078aa-83ae-4d78-8909-3c9937ad7bc9 · outbound

This paper cites Can knowledge be transferred from unimodal to multi- modal? investigating the transitivity of multimodal knowledge editing,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Can knowledge be transferred from unimodal to multi- modal? investigating the transitivity of multimodal knowledge editing,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.730781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e00617c37cf737811c0e453a4717f1b0f207500701fbfd9a2b91de8d687714fd

Observation 128fcb08-0cd6-4d89-9c44-ba89d8cf6f96 · outbound

This paper cites Mmke- bench: A multimodal editing benchmark for diverse visual knowledge,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Mmke- bench: A multimodal editing benchmark for diverse visual knowledge,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.659620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:a2f255d4dc453d86d05d9952731d1453be64c24c349ce1a32bd556518de3b60b

Observation 8e7883dd-3723-4099-a1ea-b328cd981825 · outbound

This paper cites MC-MKE: A fine-grained multimodal knowledge editing benchmark emphasizing modality consistency,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing MC-MKE: A fine-grained multimodal knowledge editing benchmark emphasizing modality consistency,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.709338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:614a6ffcc55f691bbe7682a26d08ffe98f3c1993cc29b80d935c12b93d805495

Observation 3b4fb84e-ee68-40b9-85f0-c6508bf13c23 · outbound

This paper cites Memeic: A step toward continual and compositional knowl- edge editing,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Memeic: A step toward continual and compositional knowl- edge editing,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.678205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:6c72f2a1538b8f0929b1b9c77106c8ac77caaf9a9c35dfdf5ce72f9951e29f71

Observation 8eb6b1b3-2d6b-467a-9803-f88287d7c8c7 · outbound

This paper cites Exploring and evaluat- ing multimodal knowledge reasoning consistency of multimodal large language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Exploring and evaluat- ing multimodal knowledge reasoning consistency of multimodal large language models,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.684110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:6545d4d9245b710aaf06d98a215415886bf5607b9a04769d26c0e7de80245078

Observation 8103322e-bbb9-40b0-8f1e-7baa6ed5ac21 · outbound

This paper cites M2Edit: Locate and edit multi-granularity knowledge in multimodal large language model,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing M2Edit: Locate and edit multi-granularity knowledge in multimodal large language model,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.670397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:eb3e6ffa0243c7e1049bcee95473e48b52ba042e516e3964d619700b010390f3

Observation 5bf2c9e8-e102-46c5-96c3-bb10bf7ff4c9 · outbound

This paper cites V-SEAM: Visual semantic editing and attention modulating for causal interpretability of vision-language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing V-SEAM: Visual semantic editing and attention modulating for causal interpretability of vision-language models,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.634351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:bfda72abf03409224c75536468c5aba0438fd4d0b9c1fb32ab4b31b02fc40d5a

Observation fb5bbf05-2f47-4989-9d8a-203b56f2adcc · outbound

This paper cites Dsca: Dynamic subspace concept alignment for lifelong vlm editing,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Dsca: Dynamic subspace concept alignment for lifelong vlm editing,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.744051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:36ad875857c79b3f889536e5b8bb17d1ac4dcc774d410e8330426b4031b33bb4

Observation d95b909e-d67b-474e-b8aa-66e44430f935 · outbound

This paper cites Insight over sight: Exploring the vision-knowledge conflicts in multimodal LLMs,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Insight over sight: Exploring the vision-knowledge conflicts in multimodal LLMs,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.765467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:b7d3eecb029e0dbe0dfa5c53cbb50972f9f29500d3b514787083ae50ff08059d

Observation 768b05da-9b9b-489e-96ca-f74c826e2de3 · outbound

This paper cites Is cognition consistent with perception? assessing and mitigating multimodal knowledge conflicts in document understanding,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Is cognition consistent with perception? assessing and mitigating multimodal knowledge conflicts in document understanding,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.732726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:78b59b08880c58624bb7ba1f3734fa8d5c5ddeb2c528e3a3a667f5824576c42c

Observation f9da2930-ca16-4b8a-8614-d5c0f34b62c3 · outbound

This paper cites Knowledge neurons in pretrained transformers,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Knowledge neurons in pretrained transformers,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.694794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:1c3be68d5163059e1b81f8afd8d08182d5fb86cac303d2ec1730ff5bb7e4b474

Observation 9b0adc63-82bb-40c4-8a28-0d87446accae · outbound

This paper cites Editable neural networks,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Editable neural networks,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.699896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:2029d155996eefbf58b4b3c56b707312d41aacbfe5002ec89a8ec752279da91d

Observation 33242a5c-e4e7-4454-92ad-57f588ec7e75 · outbound

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

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing A Comprehensive Study of Knowledge Editing for Large Language Models

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:58:21.121098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:092dc4252790875aad90f4fa629d17ad03ff72819894084923078158f5ff18f6

Observation 143514c6-875d-40fe-88ac-051a2f7b1cdd · outbound

This paper cites Transformer-patcher: One mistake worth one neuron,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Transformer-patcher: One mistake worth one neuron,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.771520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:78cdb513ac13a9091434025805d292c56ad2a2a3add2d92b216b879442e65295

Observation cbca68bc-3a15-4e7d-ab14-6f58b6951767 · outbound

This paper cites Neighboring perturba- tions of knowledge editing on large language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Neighboring perturba- tions of knowledge editing on large language models,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.744286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:61f000068dbb90e9716fd9b7f6d862861ed8520cf3f44daccaa20f9e65fd429e

Observation 1ff6c6bd-c0ca-4375-be11-c673f7a2138f · outbound

This paper cites Uncovering over- fitting in large language model editing,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Uncovering over- fitting in large language model editing,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.696670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:45a0509656765a9b8d1af98264aae5110862fffaf75bb9da32e817658dec1216

Observation 70a51a38-e485-4bed-a3bb-90e7bad4349e · outbound

This paper cites Revealing and mitigating over-attention in knowledge editing,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Revealing and mitigating over-attention in knowledge editing,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.777527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:7d08c17d9fc7554f573d389f613e0d725c9f505ec7df991c04a4b27dfdb16b2f

Observation 0211a524-d948-4839-af75-a4695467cf67 · outbound

This paper cites Parameter-aware contrastive knowledge editing: Tracing and rectifying based on critical transmission paths,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Parameter-aware contrastive knowledge editing: Tracing and rectifying based on critical transmission paths,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.771104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:1c6bb14c82a3a15a8102f3b44d3281466203ce44f44ea6c0ac41d530cbc24be8

Observation 9f72b3c7-7d1e-44d1-93da-c213252cd83e · outbound

This paper cites CaKE: Circuit-aware editing enables generalizable knowledge learn- ers,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing CaKE: Circuit-aware editing enables generalizable knowledge learn- ers,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.739188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:62939ca3dd0f2354debf68a123ace882ffce55af11ffd3e3635f6549c3b38732

Observation 5b5132ba-9961-4afa-b79c-98c3af347db8 · outbound

This paper cites Mass-editing memory in a transformer,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Mass-editing memory in a transformer,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.785448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:b451d0952ae3b69b1e36f8d93e831bb6798b192a8a272340bb5d468758d937a2

Observation 496da46d-99d6-44f3-b00a-5b188d233620 · outbound

This paper cites Deltaedit: Enhancing sequential editing in large language models by controlling superimposed noise,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Deltaedit: Enhancing sequential editing in large language models by controlling superimposed noise,

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:58:21.123831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:df30f1e1fd0f091a88064f97b53d3e071fe26a8c97cc1edd73f0b5fe7f3fdfd0

Observation 489f35ee-67a1-4a40-afd4-e8ec8d88df9b · outbound

This paper cites Editing factual knowledge in language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Editing factual knowledge in language models,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.766020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:81b90fd0ccb065fa92ad4212bdf1299f2df07e51ccac31efac26b8f3038b7747

Observation b9b9ca21-1ffe-4a03-82fc-f7a763b46fa2 · outbound

This paper cites Fast model editing at scale,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Fast model editing at scale,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.757492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:0327ceee1cfe0882f216eeb2a01a19fec239f3aab7d1ace65823337f4b46b878

Observation 59a19f50-cacf-414a-bd36-07748755490d · outbound

This paper cites SAKE: Steering activations for knowledge editing,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing SAKE: Steering activations for knowledge editing,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.663536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e5fb668363755ad5fda7eed11387895f6cb1955daaef504bbe420524858c2747

Observation e0f19541-0ca0-4ce8-be5b-bd47662118ab · outbound

This paper cites Knowledge editing through chain-of-thought,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Knowledge editing through chain-of-thought,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.644930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:5d594e77cb190c29fb8fa0d178e75e9aabc98ef40c9860a0b0babced12e9a8c3

Observation 5e66945e-845e-4b20-86a5-8e57766ca16e · outbound

This paper cites Can we edit factual knowledge by in-context learning?.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Can we edit factual knowledge by in-context learning?

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.636899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:f5f000c12895a3d1260f25db8d9e46d53692b62778d6860c937fbd7b62ae5bf6

Observation 5d3a7e0d-d648-419e-b127-39d389863588 · outbound

This paper cites Memory- based model editing at scale,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Memory- based model editing at scale,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.736769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:837c44bd593c56bd067385b6857de5dcfd0de07caab5392049afe47479ea6e5e

Observation 382d7229-9078-496d-bdff-e1408e303ee8 · outbound

This paper cites Aging with GRACE: lifelong model editing with discrete key- value adaptors,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Aging with GRACE: lifelong model editing with discrete key- value adaptors,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.657473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:45bbfe619b36eed309965e5f1f7bb6c8b65d6d676657e00f619a895d1e5705b0

Observation 2f9b90a9-0597-464b-a93d-a8614e2e2d33 · outbound

This paper cites MELO: enhancing model editing with neuron-indexed dynamic lora,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing MELO: enhancing model editing with neuron-indexed dynamic lora,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.746807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:b223c2fdaeff16ed9a7dc0bed5f80471a34f051fff95f7185d09de7c8b91421a

Observation b3348444-4a16-42ca-8a68-860378ce06c6 · outbound

This paper cites LLMs Meet Multimodal Generation and Editing: A Survey.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing LLMs Meet Multimodal Generation and Editing: A Survey

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:58:21.115930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:b9e110511322c1ba9ba7c79fdab6064ff40d5ecb35dab39bada40999434fa56a

Observation 6c36f098-946d-4b2a-a4a9-f03a2190ccc0 · outbound

This paper cites BalancEdit: Dynamically balancing the generality-locality trade-off in multi-modal model editing,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing BalancEdit: Dynamically balancing the generality-locality trade-off in multi-modal model editing,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.689290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:85b6b52006743359e92a9499406b5527f9828eac6d1ebd99d9099194f8f561f9

Observation 00dc3d74-5b4f-41f2-9d29-85fb2eeac5b0 · outbound

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

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Visual- oriented fine-grained knowledge editing for multimodal large language models,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.775760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:c7271c63a134e968c180cbee0928bfb8dc7e6a15c9dd2eafdf671f5e2619f0ff

Observation 7c58a2b5-51e6-41d3-b183-66b2489c1ec6 · outbound

This paper cites Unlocking efficient, scalable, and continual knowledge editing with basis-level representation fine-tuning,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Unlocking efficient, scalable, and continual knowledge editing with basis-level representation fine-tuning,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.750126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:10fd937776db15915f6716d66a3f33e03186372dde5c43450d39c12ce09b275f

Observation 2801e970-9d51-40ff-bda1-33655504f83e · outbound

This paper cites Neuron-level sequential editing for large language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Neuron-level sequential editing for large language models,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.682903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:2547397e55b2030b8b068f246d0c611db535dd1110a96f4103e959808b726ee8

Observation 890ccdce-f0d0-4595-a038-ca8873aec672 · outbound

This paper cites MEMORYLLM: Towards self-updatable large language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing MEMORYLLM: Towards self-updatable large language models,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.686923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:0be7e21ec7edc7914eb3cbb28ddd5c58e2d1f20579c96ac5007fb83da26c302f

Observation 10cc1340-b606-4fe4-99b9-aa7487a5735b · outbound

This paper cites AdaEdit: Advancing continuous knowledge editing for large language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing AdaEdit: Advancing continuous knowledge editing for large language models,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.760680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:c42ae71ca9b14d13103400922cfc694aeafd13192fd56e4f6ea3e984da1c1af7

Observation c82ee712-9cf7-45cf-9a11-713bcffaf361 · outbound

This paper cites Lifelong knowledge editing for LLMs with retrieval-augmented con- tinuous prompt learning,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Lifelong knowledge editing for LLMs with retrieval-augmented con- tinuous prompt learning,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.779876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:f6d96ca88cb7166384c8ab72865d2e37456a8fb8b865b22c0df93595e1345d1a

Observation 24032b48-5f2a-43ef-b90c-7bd7e8f0b09a · outbound

This paper cites WISE: rethinking the knowledge memory for lifelong model editing of large language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing WISE: rethinking the knowledge memory for lifelong model editing of large language models,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.780107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:6f9b10eaca5e62cb5141c19e824f6ff170d465c0ac57c6347b440dce03fc68f6

Observation da4d4288-ab42-4bf1-9788-48389a019b9f · outbound

This paper cites Should we really edit language models? on the evaluation of edited language models,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Should we really edit language models? on the evaluation of edited language models,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.697640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:a6a285cc76c86695bff43f813380b30b6937e0eb1355fc763480c4b3e7889e8a

Observation 71710b4a-d52b-4964-aaa5-b4950dbe4f1e · outbound

This paper cites Wik- ibigedit: Understanding the limits of lifelong knowledge editing in llms,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Wik- ibigedit: Understanding the limits of lifelong knowledge editing in llms,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.754917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e92877738ed7270b8ae95234ce6c5460b8e0b50c4f30daca8edf2d4ae2f9c5a9

Observation 289701b8-bab6-468d-acd6-83459121dcda · outbound

This paper cites Transformer feed-forward layers are key-value memories,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Transformer feed-forward layers are key-value memories,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.738813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:f8980dc99553c1424361f7bf0da169910d4b94c70b4ee8d88ed101026290ac97

Observation f6b79f41-e1f2-49ee-9f7e-b7ac9438e3f3 · outbound

This paper cites Improved baselines with visual instruction tuning,.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Improved baselines with visual instruction tuning,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T07:30:46.752468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:366fd65c532eef6fec97211fac9c2e29c69507a17b714fd07eb65c4065573a59

Observation fad6620e-c04a-47f9-a266-361ad9591d64 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-07-03T13:58:21.126049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:1b5a4df4995e766dd6cdf4b25ed2dabbeab0dc0d0b5389d13ab87717e9b3a0a7

Observation 0e7f9439-2db0-4d4f-8f04-7e8fe8faa785 · outbound

This paper cites Qwen3-VL Technical Report.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing Qwen3-VL Technical Report

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-07-03T13:58:21.111509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:f4d5e2f343fde73af2ae36d97a199169d23854ac8f51473f4257b9bedb71f65d

Pith citing papers

No inbound Pith citation observations are available.