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Paper Citation Record · LEDGER

Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.12874.

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

pith.paper-citation-record.v1
2503.12874 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:51:18.065039Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T12:13:26.768727Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 81890854-838d-480d-bcf7-27338ddd465d · inbound

Disentangling Adversarial Prompts: A Semantic-Graph Defense for Robust LLM Security cites this paper.

Disentangling Adversarial Prompts: A Semantic-Graph Defense for Robust LLM Security Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-06-29T12:13:26.773531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-29T12:08:54.201768Z digest=sha256:1f3514fcbd5ac2197aee3e872389efc2e309f63d869733477dbe2a73fe3f64f3

Observation be1372dc-a0e6-4e93-b9ae-87b896158bed · inbound

CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning cites this paper.

CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models

Reference 61

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T08:23:15.760586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-29T08:14:20.558527Z digest=sha256:5bbe177498c41f61b9bb2c78ac60655393d710fcc32840c5c46e54e753c250c2

Observation 3000efe9-740a-4306-92ef-9edd3a9747e6 · inbound

Two Sides of the Same Coin: Co-Evolving Search for Cross-Task Attacks on Vision-Language Models cites this paper.

Two Sides of the Same Coin: Co-Evolving Search for Cross-Task Attacks on Vision-Language Models Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T13:51:18.065039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T13:51:18.065039Z digest=sha256:4cb43d20046764cbce03ff0507e4252dcef0de6c9802c77af9505f08ba897f84