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Paper Citation Record · LEDGER

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T16:08:17.350515+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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:6ed8ab10cb5e34696675c6d6e34200639982496204fc3dbe048d6ddc9ac1a92c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:a6a88d83dfee21d13672427ec52d493ceabc7cafcfd0404a11bde0eb001ab361

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e15c5e7dda7eb3ea5abc72ddb57b50c732c836b07a2ffbf632cfed0f45b379d8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:a9b4a5fbe735571ee0c34bce03edcd8dd8e77e591f5c86758035957713939fcc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:c582b885397ecb2a1c2998ec14eeaf3a5fce84554b387f740e8ebc08a6667ca7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:71657950b59310d39428cb164f58e4ba7b11cbd55420f9da4f9897f30f1fd260

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:98b99f04a8deafa66547f480c858739f975bb9428deab5cc209eacfca6ee9327

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:37bc6e92a53a5f5fcb509d0bf1959cb9e9eabac7a9fe200dc5c30b53c9df91d2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:5e54c1c9a3a5e052a00e1c6a0092f5db4c8bb4be9d4bd0343da9a8c6ae3216a1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:3a47b8b97fc53566a28a32947730610e2b1b98c4aa534123acf58a7c5e541449

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:2c0ddd6354adbf393544d12454ef2e94391c72e982c2f1cef82a1fdd76629f3d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:da8635a2976334ce07fee0e5c72da61cb6ce444fb81d05ccc6571855dfce73a5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:a290829dbaba31b83c34b8a4be1d7b3c27da11d42f300bdbaf687deada8dbc90

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:8dc69bddbfa3fa66b5e33606ea6e7bd09e9fd84510547f0c708a7c3264153c3e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:1fa6fd008751ebfb1c417d5e9fe314e0b6f768ab7adb19ad501ebbe5a0fce3f7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:af838e8b546e8b022bc3d1c34fd6c4389994e3bc57b2bb0338be03a42217fc2b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:f031f5d9212a03ec13fa5f6f868a9a4fc34f99f9ccece89e7ac96f26a5bb2821

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:c43a1dd6b7ac691459714e9f0f40b8c8d5db4a7028d6f732dc864db5b62e9804

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:e525ff76ced43ed4a299598f2fa51326cd3e91ad93196470badc0a00ba982127

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:d423b0cae217593bca395a479515dd831522926ba532dd868745aceabce6b159

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:7c848dbd1489db15ad8215013425eed339252c9f1e1e945989feb669f9a4ae71

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:25a693dc540dfbf3b799a91f1fd3488f92fafc35a257f5964e3a355bf96c9ba7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:28eddf41547b34712d650b231c7012727d61fc9600ff84764ee6dbb9727a5ee4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:d585c85d24ec9bbf4c56e33c118f68071b141170ba28c3f9b7ee077d139918c0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:c28032db22cf2687c1a22b275c67f2fc97d9c0e6053ae70df91b9e78cb3d0fcb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:f5e318422198409263120176cef49bc38a64cb56e2140d85c836abd20c083969

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:5f197059785f89e710cb6c032e75afdeeb2ff5533e95549ecfe5d22c7e89720f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:696a57472ce7b8f3f85ae08f23544a26690befdb3b0536320120c3d81fa5dacf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:1090e2b5621b975ea0312ee97939420c720ba6572e8651b8d8ed0b656bb60b69

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:29a4cd1ef6c535099bd41e42df8e66cbf0f10c010dea8039fdc4933d8e464a9b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:031ba9a74e2fc8249768847ce1835d9765c78b7c1a3dd14c494d92729ec8bb3e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:fb7d3c227163f00861a4e7822182bf8ccf5e2bb6ecc1dc3f8ed292409fe039bb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:fab6c50b52734feba0dcdb6550bbc7562d2740e7bf0626c54cbb6d0ab5753339

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:bd301332f62d33bf305eb8bc4f7fc326101432c53a2cc5521211d800604dac8c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:c0bebdd0d888914187b1aaf88abc8887d170b2294d9c910cdfc17e629a4203e3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:7f1a8aed4ecb161665f415aed60a2a6487cc534be328b7df9c4c5507c1ee2659

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:730bc24e8bbd2294b22077f41f51897e94c6c3b9989581109c3a33c3e67e8061

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:90ed525f042e54fdd16f00a2c666007c84bec0141d9205b999fe1b70d547b5f0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:826c93822b29aa5e4712b27449b377ea04bbecc7624013ce5e1b955ce703329d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:ac95b9dbf87b72feb572b90014e622101a615fa5b4f2b753c40d1560ca10c14a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:bf372377ca06b706fcf68c2e804154d6d48caf188019d86f300ed781f9fe3ccd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:3ddfc76cdc62102349b546e4d7c417d55d22e94ff9b21fa9db789e95c5c4f56e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:c7af52e11c8a105c9d88fd487c535eb228cb452e23fcb904f45d7c8633bf93bf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:ca0eb5f7efa1c08e792a6a227a3912c23da27d035f535164bad86e31c6b6890a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:4bfeab417b43c7d033f630efbe9d293df4f1105f228ec716f721a7c26fe02d81

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:db27c8a957a93d1796d0ab6b2f9757fdc4c2f240e397b48060e2f80c74e02510

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:d7d9bd5aa4e3b48730ff27a3b029e8a6af0a9343ec82dec77472250a8fa87b65

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:c070be28683920c6de3eea375c78717e09daa6718dbe03a60e50927dda063c40

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:a228395715339e8ebb8e03da4c3a5b5f535c4dcf788f4f58caa8cac90a1f9c5e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:a5a62efbd8974ae874b8cdc9f616aa25fb22b45210cdc22aaf4ec78e62718e12

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:9c58f1b5f0f96273c10a162318ef3d31767ee79ad7827b795f922a91ee90657f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:21dbea36f68fc9c4335c5fc9a32f13c623085c7e6a1f8d0480aa957618d50382

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:9186bae15b4a22e697d2983f5d935e26b2abd708cfc2e58864047bedb526275e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:feaa313db107fbb7e10beeca62854479056dc958634988d2f95bb48eaf84be05

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:bea83f36fafb185ec5cdad0c8d3c6f356e81339a3fd3b5a1f078119c77bc545a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:b0fa816c9f97ea15eabd6d670b500a696abff3574ac973cb15661b7d1e30d3bb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:897457b6a7df51a0ed91cfda19991b5a054696904edd3010427c516a299c5ff9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:f1d5c85c2ea105f3bb6120285dc1f4af8d4ba8c5ca2fd6e8cfc5706810a89f28

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:00d0a7b8514dc27b5e23ba9d23cf801355c4417766bfdab58eda4fc14e3aec13

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:4222f1db6f31a8db8c29adca4cc03512c921b9152537be30c3d555c30032c898

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T13:53:32.367536Z digest=sha256:3b4dc5546b496ebce03dce2e03854f1330fc70f81ff19c715feec21d3f6e595b

Pith citing papers

No inbound Pith citation observations are available.