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Paper Citation Record · LEDGER

SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2508.16201.

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

pith.paper-citation-record.v1
2508.16201 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T18:55:51.474956Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T19:02:34.517061Z

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 dd3f8a06-a3df-43a0-9bdc-cbffc120524d · 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 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-17T11:16:32.015576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-17T11:16:31.904921Z digest=sha256:26712d0e412a99e978d7535881b8d78f25427a1be47e24e26cc01ba013ca49f8

Observation c1871c4f-d238-4777-8c0b-9fdba9496671 · inbound

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation cites this paper.

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning

Reference 147

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T19:02:34.518345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-28T18:55:51.474956Z digest=sha256:ce93270181944a1332924c071f5bb2330c17f94fb2bcbb3828244004a0e6e4a0