Paper Citation Record · LEDGER

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2507.12232.

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

pith.paper-citation-record.v1
2507.12232 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:56:29.289255Z

measured 27 of 27 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T14:01:36.342608Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T14:03:20.466982Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy3
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e29f4598-c667-47f7-b505-926790be60d6 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:27.000797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5152a063-ac1d-4652-9ab9-ffe232fb1ccc · outbound

This paper cites write newline.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:27.140700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f246494-e1e8-4942-bea4-212e8afcccc6 · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:27.312831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd388e5-0b86-4aba-916f-174f0e8a32fe · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:27.426236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9334a989-074d-4965-b9a1-d76ebce79d0d · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:31.654366Z

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.

Observation 9f683dfb-fe8d-42a7-aeee-ce088e775ceb · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:31.467312Z

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.

Observation 0722cf5e-dcf3-4461-ab95-8aeaedaec111 · outbound

This paper cites MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:27.787152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da38b652-5127-482d-8bd9-13a8e8d39c9b · outbound

This paper cites The DeepFake Detection Challenge (DFDC) Dataset.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM The DeepFake Detection Challenge (DFDC) Dataset

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:27.880148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 920110a9-fe3c-4855-984d-2fa3f567789e · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:31.296819Z

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.

Observation c5ea3dfb-0487-4e32-b857-d7f103fce7af · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:28.050563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d97a410e-278c-48c2-978d-b6221eb298b0 · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:31.105965Z

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.

Observation 4e3ade28-204f-47f3-9174-459d9e7fc3a6 · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:28.223257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da56da8-5f1a-41f1-a315-652c88378544 · outbound

This paper cites D.; and Karam, L.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM D.; and Karam, L

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:30.931135Z

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.

Observation 815e120a-e227-4e97-9282-eaafe8df7f6b · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:30.747283Z

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.

Observation f2555e7a-14d2-4045-9b2b-387000ee2d5e · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:28.413848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3df63f0c-9d2d-4d16-9774-fbe390710fbd · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:28.497373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 059c1a6f-306d-4012-a320-1a34bfc6b88f · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:30.582869Z

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.

Observation 59d4650d-53fb-4e82-ab15-d5283e8ab185 · outbound

This paper cites Towards General Visual-Linguistic Face Forgery Detection.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Towards General Visual-Linguistic Face Forgery Detection

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:28.680726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e04729-d75a-4429-98f8-628b0ae00cc7 · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:28.753319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 073ad62f-168c-4d74-851f-fb6e2842ea49 · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:30.379938Z

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.

Observation ba18eaba-3e55-4818-84f2-83747f614557 · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:30.205358Z

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.

Observation de424372-d52e-4705-9981-e0cf56e6e2ab · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:30.043282Z

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.

Observation e293b36f-df66-4bfe-ab98-0d5025924041 · outbound

This paper cites C.; S ahin, Y.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM C.; S ahin, Y

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:29.832644Z

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.

Observation f3499a9a-5ad7-4104-a174-92983e376e2a · outbound

This paper cites Common Sense Reasoning for Deepfake Detection.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Common Sense Reasoning for Deepfake Detection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:29.123849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 538bdee2-e982-41b5-893f-125ffc952e3e · outbound

This paper cites C.; and Liu, Z.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM C.; and Liu, Z

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:29.699071Z

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.

Observation 9feecc46-f24f-4f48-93b1-bcacfa30950e · outbound

This paper cites an unresolved cited work.

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:29.603001Z

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.

Pith citing papers

Observation a91c4fde-dea5-4d0b-8922-fa9c7d4b6c24 · inbound

Employing Vision-Language Models for Face Image Quality Assessment cites this paper.

Employing Vision-Language Models for Face Image Quality Assessment MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:03:20.469570Z

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.