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Paper Citation Record · LEDGER

Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2409.10994.

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

pith.paper-citation-record.v1
2409.10994 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:30:14.367925Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T10:56:05.732699Z

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 c8783900-4263-4e24-8bf3-dfdd7c03543e · inbound

Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs cites this paper.

Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T04:20:32.068161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:20:32.068161Z digest=sha256:0a49fd3e59f5f2238b54a307db3d4db3d1ac900222bd699cac3fc4dd9712e80a

Observation 8632f363-36a1-41db-8844-8a1c699956a1 · inbound

Grounding-Aware Token Pruning: Recovering from Drastic Performance Drops in Visual Grounding Caused by Pruning cites this paper.

Grounding-Aware Token Pruning: Recovering from Drastic Performance Drops in Visual Grounding Caused by Pruning Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T22:22:37.715782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:22:37.715782Z digest=sha256:30a231174b2883e73a6f2c4729a88e29d6957e04eecabaf1f50eee50a0d88b7e

Observation b6892eaa-924d-4828-af34-43c1c7fce364 · inbound

Decoupled Similarity for Task-Aware Token Pruning in Large Vision-Language Models cites this paper.

Decoupled Similarity for Task-Aware Token Pruning in Large Vision-Language Models Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:56:05.735855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T15:15:04.261855Z digest=sha256:7f29cfaeebbf7aa8a117702b0729ef8f5a854da789e34fb854cf201556587174

Observation 5bbe1032-10e0-43e0-96f6-cb7127e9fa02 · inbound

Learning to Predict Middle-Layer Attention in MLLMs for Visual Token Prunin cites this paper.

Learning to Predict Middle-Layer Attention in MLLMs for Visual Token Prunin Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T04:30:14.367925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:30:14.367925Z digest=sha256:3429b7b0e90ff87ce17adb30c4861e0fcff9d356c386dec891cc93f5cc801204