Paper Citation Record · LEDGER

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs

As of 5 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.28969.

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

pith.paper-citation-record.v1
2607.28969 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:20:31.318705Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

51 of 51 outbound references displayed

verified exact0
verified fuzzy0
unresolved51
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ddb7980-85c4-4f1b-af6b-a10c6f253c18 · outbound

This paper cites Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:25.262330Z

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Observation d9ee3aa8-3b7f-4660-a93b-d361820da4e1 · outbound

This paper cites Advances in neural information processing systems , volume=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Advances in neural information processing systems , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:25.370855Z

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Observation 04bb2b51-171a-46af-9ea2-cc71ab58d5b2 · outbound

This paper cites International Conference on Learning Representations , volume=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs International Conference on Learning Representations , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:25.463394Z

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Observation 53dbeeee-175e-4b2f-97fd-e2f33176153d · outbound

This paper cites arXiv preprint arXiv:2508.07173 , year=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint arXiv:2508.07173 , year=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:25.596905Z

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Observation c3531e25-f2d0-45ee-ae97-5b12133f8387 · outbound

This paper cites International Conference on Learning Representations , volume=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs International Conference on Learning Representations , volume=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:25.769157Z

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Observation 27800501-d62b-4b01-8bcf-b9c016364e9d · outbound

This paper cites European conference on computer vision , pages=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs European conference on computer vision , pages=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:25.888273Z

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Observation 028a0d6d-ccb9-4dd3-96c8-817e6a60d965 · outbound

This paper cites an unresolved cited work.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:25.990053Z

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Observation 2164d302-d7f8-4ac6-91ce-09808da272f2 · outbound

This paper cites Lingua-SafetyBench: A Benchmark for Safety Evaluation of Multilingual Vision-Language Models.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Lingua-SafetyBench: A Benchmark for Safety Evaluation of Multilingual Vision-Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:26.134287Z

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Observation b13a0dd6-6115-4266-994e-81b1984ca146 · outbound

This paper cites arXiv preprint arXiv:2505.17568 , year=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint arXiv:2505.17568 , year=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:26.218251Z

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Unavailable: canonical work link unavailable.

Observation 30055bc3-dbe2-4f07-bb52-3d5a8c56adc1 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Advances in Neural Information Processing Systems , volume=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:26.370342Z

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Observation 3d419e00-8bfd-46ba-91a4-07b1ff0c73d7 · outbound

This paper cites 2024 , eprint=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs 2024 , eprint=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:26.531559Z

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Observation 62c3efd5-8b42-41f6-880a-3ac938ac5b58 · outbound

This paper cites 2025 , eprint=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs 2025 , eprint=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:26.585807Z

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Observation 4abcad1f-62a7-4da0-a099-83bf3f71e10f · outbound

This paper cites VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

Reference 13

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Observation 9cc08235-aca5-4b8f-8389-57e328ca60b0 · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:26.704658Z

Source-reported events for the cited work

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Observation 78c107ad-85f8-49d4-85c9-18d18ad73bde · outbound

This paper cites Qwen3Guard Technical Report.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Qwen3Guard Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:26.886091Z

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Observation 9f3104fd-b618-47a0-85fe-da1418aa999b · outbound

This paper cites SARSteer: Safeguarding Large Audio-Language Models via Safe-Ablated Refusal Steering.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs SARSteer: Safeguarding Large Audio-Language Models via Safe-Ablated Refusal Steering

Reference 16

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Source-reported events for the cited work

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Observation be8b294f-0880-446d-8a55-484137ad2161 · outbound

This paper cites European Conference on Computer Vision , pages=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs European Conference on Computer Vision , pages=

Reference 17

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Observation e6a8964f-7d7e-4c26-a231-4c538ef51160 · outbound

This paper cites European Conference on Computer Vision , pages=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs European Conference on Computer Vision , pages=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:27.298054Z

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This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:27.445978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ad84dd4-7c5c-4d56-88f9-ab0f38248043 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Advances in Neural Information Processing Systems , volume=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:27.545813Z

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Observation c4acb388-339a-4f8c-88f0-28e6484e4f21 · outbound

This paper cites CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration

Reference 21

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Unavailable: canonical work link unavailable.

Observation b79b40bb-1245-459f-873f-ad0df639a0fd · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:27.800491Z

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Observation 01525eed-798e-4be4-bba2-12f0fd03c193 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Advances in Neural Information Processing Systems , volume=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:27.884881Z

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Observation 1b38657c-57e8-4056-a7a2-ac86a2db0af8 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:27.978043Z

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Unavailable: canonical work link unavailable.

Observation a06bc180-bfb5-4af7-9ed3-e81afbb661a5 · outbound

This paper cites IEEE Transactions on Dependable and Secure Computing , year=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs IEEE Transactions on Dependable and Secure Computing , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:28.091856Z

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint ArXiv:2502.21059 , year=

Reference 26

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This paper cites European Conference on Computer Vision , pages=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs European Conference on Computer Vision , pages=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T16:20:28.316868Z

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This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 28

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 29

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint arXiv:2602.01283 , year=

Reference 30

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Advances in Neural Information Processing Systems , volume=

Reference 31

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint arXiv:2601.22515 , year=

Reference 32

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint arXiv:2602.12158 , year=

Reference 33

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs International Conference on Learning Representations , volume=

Reference 35

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint arXiv:2511.10222 , year=

Reference 36

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This paper cites International Conference on Learning Representations , volume=.

SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs International Conference on Learning Representations , volume=

Reference 37

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs International Conference on Learning Representations , volume=

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint arXiv:2603.17372 , year=

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv e-prints , pages=

Reference 40

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 41

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint arXiv:2601.10323 , year=

Reference 43

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs arXiv preprint arXiv:2602.10161 , year=

Reference 46

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs 2024 , eprint=

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Qwen2.5: A Party of Foundation Models , url =

Reference 48

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 50

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SafeNexus: Discovering and Steering Modality-Universal Safety Neurons in MLLMs Advances in Neural Information Processing Systems , volume=

Reference 51

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Pith citing papers

No inbound Pith citation observations are available.