Paper Citation Record · LEDGER

DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2411.02359.

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

pith.paper-citation-record.v1
2411.02359 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:35:17.978234Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T01:44:26.118057Z

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 6b7cc466-0404-408a-9c6b-c4427ec8cb95 · inbound

What Matters in Building Vision-Language-Action Models for Generalist Robots cites this paper.

What Matters in Building Vision-Language-Action Models for Generalist Robots DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:37:50.810099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 493762bb-afc6-4ce5-8fc7-df011cc7f8a6 · inbound

RoboBERT: An End-to-end Multimodal Robotic Manipulation Model cites this paper.

RoboBERT: An End-to-end Multimodal Robotic Manipulation Model DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T13:35:17.978234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616883cc-3dd8-4f4f-b8ee-c0e9d05b47f6 · inbound

Fast-in-Slow: A Dual-System Foundation Model Unifying Fast Manipulation within Slow Reasoning cites this paper.

Fast-in-Slow: A Dual-System Foundation Model Unifying Fast Manipulation within Slow Reasoning DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T11:34:19.164664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c652e39-f1dd-4671-bf87-19e2455d107d · inbound

A1: A Fully Transparent Open-Source, Adaptive and Efficient Truncated Vision-Language-Action Model cites this paper.

A1: A Fully Transparent Open-Source, Adaptive and Efficient Truncated Vision-Language-Action Model DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:50:51.540127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c34ec587-c55c-4eca-affa-dfde22774cef · inbound

Characterizing Vision-Language-Action Models across XPUs: Constraints and Acceleration for On-Robot Deployment cites this paper.

Characterizing Vision-Language-Action Models across XPUs: Constraints and Acceleration for On-Robot Deployment DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:16:51.126146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7b9b3274-5c39-4ca7-89eb-1146134812dc · inbound

CF-VLA: Efficient Coarse-to-Fine Action Generation for Vision-Language-Action Policies cites this paper.

CF-VLA: Efficient Coarse-to-Fine Action Generation for Vision-Language-Action Policies DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:41:17.536187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ef2f2ca4-1990-471b-92cf-11bdb5cc107d · inbound

Lift3D-VLA: Lifting VLA Models to 3D Geometry and Dynamics-Aware Manipulation cites this paper.

Lift3D-VLA: Lifting VLA Models to 3D Geometry and Dynamics-Aware Manipulation DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution

Reference 74

Resolution: verified exact; local_arxiv, observed 2026-07-08T01:44:26.119689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.