Paper Citation Record · LEDGER

MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2504.16083.

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

pith.paper-citation-record.v1
2504.16083 v2

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 2026-08-10T06:31:04.303077+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:35:10.502622Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T23:59:06.827217Z

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 54676c93-14c6-49be-b5a7-f9b12295e6ef · inbound

Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference cites this paper.

Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T11:16:32.106754Z

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.

Observation 2676df55-5473-431b-86d0-a84c9306722c · inbound

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity cites this paper.

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T14:35:10.502622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc6b40be-188d-4450-9882-9decd2246b01 · inbound

LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval cites this paper.

LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:31:40.759353Z

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.

Observation 7987dfb0-bcf0-4639-9fc3-122cf89bc1c1 · inbound

Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification cites this paper.

Video-XL-2: Towards Very Long-Video Understanding Through Task-Aware KV Sparsification MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:09.877936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d1745e-8849-4b50-a1af-73bebc896b7f · inbound

AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding cites this paper.

AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:56:04.222819Z

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.

Observation f8e2574e-1247-4bcf-a352-752cf7dfa428 · inbound

Veda: Scalable Video Diffusion via Distilled Sparse Attention cites this paper.

Veda: Scalable Video Diffusion via Distilled Sparse Attention MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.734678Z

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.

Observation 0efbf4de-5291-4a7c-af69-90650b8bba90 · inbound

CABLE: Cloud-Assisted Bandwidth-efficient LMM-based Encoding for V2X Systems cites this paper.

CABLE: Cloud-Assisted Bandwidth-efficient LMM-based Encoding for V2X Systems MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:59:06.829823Z

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.