Paper Citation Record · LEDGER

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples

As of 8 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2509.04502.

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

pith.paper-citation-record.v1
2509.04502 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:06:04.699156Z

measured 40 of 40 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

40 of 40 outbound references displayed

verified exact0
verified fuzzy4
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4de31494-020c-4bda-80a4-d2babefd6556 · outbound

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

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:02.502686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b107ebfa-4362-4eae-a10d-08b00077fc95 · outbound

This paper cites write newline.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:02.552582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 331fa580-0446-4477-9fe5-9d39db986edd · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:02.657268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a4ff2c0-84c9-46d0-9f47-c7039e894509 · outbound

This paper cites Qwen2.5-VL Technical Report.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Qwen2.5-VL Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:02.739125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0147df97-b610-45b3-b544-ddf67ffc6882 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:08.263074Z

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.

Observation 354eac19-edd3-4fa3-b8da-aee9c02a45e4 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:08.050355Z

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.

Observation 4708c83e-1821-4af5-af60-fa42193079e2 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:07.856843Z

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.

Observation d51879a3-5939-4909-9e92-c4a6e31bba1b · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:07.634154Z

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.

Observation 700a12cd-a2ef-4438-82ee-8be68eda6620 · outbound

This paper cites Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:03.045747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 044530ce-3641-46f6-8263-418930281f32 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:07.497075Z

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.

Observation afeab4e9-ee85-4b06-8a3e-527685adbb07 · outbound

This paper cites MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:03.171729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c251c001-7823-4fcc-a2d9-7d114eb4c864 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:03.270376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d14f3c-e89e-4010-be95-eef9536fedbc · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:07.314064Z

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.

Observation 4f40b365-41fa-4a4d-ab1c-40a7c00a1494 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:03.324213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b97333-4a93-405c-9ba0-f2a27b07e7d0 · outbound

This paper cites J.; yelong shen; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples J.; yelong shen; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:03.387539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3726019-3f80-46c8-9f72-e9454dd2cfb3 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:07.139303Z

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.

Observation 4b8b9dbd-c025-43d7-8b7e-6200e22cc6bc · outbound

This paper cites LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:03.571876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eaeb623-0bbe-4a1b-a25c-82034f649ce9 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:06.963730Z

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.

Observation 667b97cc-7215-4341-bc50-152926d92945 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:06.839408Z

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.

Observation 5784918d-2927-42c3-a8da-63b50d18735c · outbound

This paper cites u ttler, H.; Lewis, M.; Yih, W.-t.; Rockt\.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples u ttler, H.; Lewis, M.; Yih, W.-t.; Rockt\

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:06:06.681339Z

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.

Observation 1e93f8ee-264c-4761-84e7-4c94a5af9783 · outbound

This paper cites u ttler, H.; Lewis, M.; Yih, W.-t.; Rockt \.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples u ttler, H.; Lewis, M.; Yih, W.-t.; Rockt \

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:06:06.542338Z

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.

Observation cb0056be-3c19-4ce2-9faf-6d063f8d1639 · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:03.945437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fccee330-092f-4d2c-acfe-aa0b597495a8 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:06.398918Z

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.

Observation ef17aab5-706c-4bff-8752-1d142407c8bc · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:04.084745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65070a7c-4f2c-4784-8c77-7e2dc163265f · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:06.269287Z

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.

Observation 5c61d585-f37f-44ab-9def-247db6154a8e · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:06.128804Z

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.

Observation a3fecd57-82b3-4ece-965f-8a38ef2fbfaa · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:05.992842Z

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.

Observation 67c8b28a-c169-4332-a2bb-e45355446f53 · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:05.854596Z

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.

Observation 08d08b3e-30d7-4e72-8153-7d2d127f4bfb · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:05.713440Z

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.

Observation c142d986-8e2a-465b-aa97-92d368fe65fc · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:04.355718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b21e3c9-1473-45fe-9117-acc0a992c84f · outbound

This paper cites T.; Nayeem, M.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples T.; Nayeem, M

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:06:05.574523Z

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.

Observation ab567a6a-6d55-472e-9382-93d2a53f441e · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:05.424152Z

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.

Observation a59b19a5-cd78-44cb-99ad-f15f508976e8 · outbound

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

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:04.438879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b232701-257b-47f9-9b3b-aebbc6737aaf · outbound

This paper cites V.; and Zhou, D.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples V.; and Zhou, D

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:06:05.308800Z

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.

Observation 86885252-e1be-4554-9fc5-5a08c47c52b9 · outbound

This paper cites LLaVA-CoT: Let Vision Language Models Reason Step-by-Step.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples LLaVA-CoT: Let Vision Language Models Reason Step-by-Step

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:04.492941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad73d110-b275-4f57-8fc4-ab6bfa06d0bd · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:05.173998Z

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.

Observation 3994c199-9a56-4ba2-a0e1-ea79205230be · outbound

This paper cites Towards Better Chain-of-Thought Prompting Strategies: A Survey.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Towards Better Chain-of-Thought Prompting Strategies: A Survey

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:04.542992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08d127c0-8ffe-468d-a1e3-8b43d1295ee4 · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Multimodal Chain-of-Thought Reasoning in Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:04.601125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8f47e69-484f-4211-896c-7222d2b8ba8f · outbound

This paper cites an unresolved cited work.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:06:05.039792Z

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.

Observation 4b256bed-4b4d-4b16-805a-3a0502ddb7fc · outbound

This paper cites MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:04.699156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.