Paper Citation Record · LEDGER

A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2502.17516.

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

pith.paper-citation-record.v1
2502.17516 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:17:55.972218Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9bc13ced-8fea-44d0-b73a-58019c5a9ef7 · inbound

LLM-Powered AI Agent Systems and Their Applications in Industry cites this paper.

LLM-Powered AI Agent Systems and Their Applications in Industry A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T14:06:37.994592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7f7a930d-396f-4b96-8eb2-45c9931602cd · inbound

GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs cites this paper.

GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T14:45:08.637173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c22e5c1e-ea0f-4fa7-b0fb-495a22d61f48 · inbound

V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models cites this paper.

V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-18T16:21:36.538648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8b8fabd1-c5e3-438d-995c-ed58af42c9ea · inbound

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models cites this paper.

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 187

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T12:40:54.826576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c1a94952-6fb7-4e74-a193-88657279fc3f · inbound

Wearable AI in the Era of Large Sensor Models cites this paper.

Wearable AI in the Era of Large Sensor Models A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:30:58.075516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 80f20282-2381-4d37-ac40-15f948f5a11c · inbound

Beyond Text-Dominance: Understanding Modality Preference of Omni-modal Large Language Models cites this paper.

Beyond Text-Dominance: Understanding Modality Preference of Omni-modal Large Language Models A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:11:53.748635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9c3af7c1-2df2-444b-ba12-b6abfec22626 · inbound

From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision-Language Models cites this paper.

From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision-Language Models A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 88

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:46:10.141459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f2855f91-1f3f-48db-b801-98d481d39e39 · inbound

SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization cites this paper.

SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T07:16:28.897313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3e6c05ac-1257-45cf-a960-2d6dd9c03c03 · inbound

Do Factual Recall Mechanisms Carry over from Text to Speech in Multimodal Language Models? cites this paper.

Do Factual Recall Mechanisms Carry over from Text to Speech in Multimodal Language Models? A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T06:31:10.545340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 783f212b-fc43-402d-a655-951a5df70ffb · inbound

The physics of AI weather models cites this paper.

The physics of AI weather models A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-25T02:25:14.433506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e67e3ea1-366c-4208-a4c4-bd8dba2770c4 · inbound

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces cites this paper.

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:31:21.458106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eb37bca8-edd0-43c5-9bb4-443e7ca2f79c · inbound

Who Wins the Conflict? Mechanistic Interpretability of Text Bias in Audio LLMs cites this paper.

Who Wins the Conflict? Mechanistic Interpretability of Text Bias in Audio LLMs A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:39:24.638089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bdd90d0c-74b8-461e-995e-898a784fe6d3 · inbound

FairFlow: Demystifying and Mitigating Stereotype Bias in Text-to-Image Diffusion Transformers cites this paper.

FairFlow: Demystifying and Mitigating Stereotype Bias in Text-to-Image Diffusion Transformers A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T04:19:11.697328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4a06452-706b-4a01-866e-ced56ed66d42 · inbound

Unsupervised Features Mining via Activation Geometry cites this paper.

Unsupervised Features Mining via Activation Geometry A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T20:51:42.052454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f34887d-bfc9-4ea3-84a8-1a5900ce8322 · inbound

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA cites this paper.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T21:26:11.083317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3198cb64-e105-47b3-a1b1-53f7b87c65d9 · inbound

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs cites this paper.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T01:33:51.250429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fabadee-bab1-4deb-b1f7-f996f485bf3d · inbound

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs cites this paper.

Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T04:27:07.900572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6e0eebd-6527-463a-817f-2df09474b89b · inbound

Through the LENS: Local Geometric Decomposition of Vision-Language Model Representations cites this paper.

Through the LENS: Local Geometric Decomposition of Vision-Language Model Representations A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:24.026248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74cb08c5-3e38-4f66-b5a3-cf3e6d9061f1 · inbound

Multimodal Model Diffing for Feature Discovery and Control cites this paper.

Multimodal Model Diffing for Feature Discovery and Control A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T04:17:55.972218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.