Paper Citation Record · LEDGER

Similarity-Aware Token Pruning: Your VLM but Faster

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2503.11549.

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

pith.paper-citation-record.v1
2503.11549 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:46:40.551415Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:59:57.424957Z

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 eb551b78-8c45-4b74-a5bf-c4ded5a4f597 · inbound

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark cites this paper.

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Similarity-Aware Token Pruning: Your VLM but Faster

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-16T11:46:40.551415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e4ee5fe-b3d4-4fb5-864d-64b5088904fe · 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 Similarity-Aware Token Pruning: Your VLM but Faster

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T04:20:31.175344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 024ed357-3714-4cb4-b720-08028238635e · inbound

HAWK: Head Importance-Aware Visual Token Pruning in Multimodal Models cites this paper.

HAWK: Head Importance-Aware Visual Token Pruning in Multimodal Models Similarity-Aware Token Pruning: Your VLM but Faster

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:01:06.116080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d5a38039-ef7a-4bb5-92cf-1a675bbca74c · inbound

RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction cites this paper.

RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction Similarity-Aware Token Pruning: Your VLM but Faster

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:26:02.138347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ca5aa4e9-997a-4e54-a2b7-e1df500d4ff6 · inbound

VisMMOE: Exploiting Visual-Expert Affinity for Efficient Visual-Language MoE Offloading cites this paper.

VisMMOE: Exploiting Visual-Expert Affinity for Efficient Visual-Language MoE Offloading Similarity-Aware Token Pruning: Your VLM but Faster

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:36:06.620346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e8bb49e9-c983-417c-b75d-cb3f87f50185 · inbound

DynaTok: Temporally Adaptive and Positional Bias-Aware Token Compression for Video-LLMs cites this paper.

DynaTok: Temporally Adaptive and Positional Bias-Aware Token Compression for Video-LLMs Similarity-Aware Token Pruning: Your VLM but Faster

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:58:06.004736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e37c1600-d6d6-4683-8888-1a566f0c04f9 · inbound

Beyond Surrogate Gradients: Fully Differentiable Token Pruning for Vision-Language Models cites this paper.

Beyond Surrogate Gradients: Fully Differentiable Token Pruning for Vision-Language Models Similarity-Aware Token Pruning: Your VLM but Faster

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:13:27.411246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 23ea4db1-ac06-4d3f-9fbd-9107811bef42 · inbound

RAPID: Layer-Wise Redundancy-Aware Pruning and Importance-Driven Token Merging for Efficient ViT cites this paper.

RAPID: Layer-Wise Redundancy-Aware Pruning and Importance-Driven Token Merging for Efficient ViT Similarity-Aware Token Pruning: Your VLM but Faster

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:27:24.487816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a1e3b4b9-1721-4539-9413-73f061516819 · inbound

AVIS: Adaptive Test-Time Scaling for Vision-Language Models cites this paper.

AVIS: Adaptive Test-Time Scaling for Vision-Language Models Similarity-Aware Token Pruning: Your VLM but Faster

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-03T08:17:45.886204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 096ab6c4-a4bb-4e65-92ae-d45dcd9c0bb0 · inbound

Accelerating Multimodal Large Language Models with Prior-Corrected Token Reduction cites this paper.

Accelerating Multimodal Large Language Models with Prior-Corrected Token Reduction Similarity-Aware Token Pruning: Your VLM but Faster

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T15:59:56.757240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8d76fb6d-49a5-45e0-8371-e81fbe9c6771 · inbound

Spectral Evolution-Guided Token Pruning in Multimodal Large Language Models cites this paper.

Spectral Evolution-Guided Token Pruning in Multimodal Large Language Models Similarity-Aware Token Pruning: Your VLM but Faster

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T15:59:57.426487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e38bd0a8-f4a2-43fc-8418-9115e89b8aa6 · inbound

TOPS: First-Principles Visual Token Pruning via Constructing Token Optimal Preservation Sets for Efficient MLLM Inference cites this paper.

TOPS: First-Principles Visual Token Pruning via Constructing Token Optimal Preservation Sets for Efficient MLLM Inference Similarity-Aware Token Pruning: Your VLM but Faster

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T14:09:53.804242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9774a8cb-bf6f-4697-814e-07c4097cb51e · inbound

Attention-Free and Lightweight Token Reduction for Efficient Vision-Language Models cites this paper.

Attention-Free and Lightweight Token Reduction for Efficient Vision-Language Models Similarity-Aware Token Pruning: Your VLM but Faster

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T05:03:27.630859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db57410-b9af-47f3-b175-37c0f9f2f26a · inbound

C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs cites this paper.

C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs Similarity-Aware Token Pruning: Your VLM but Faster

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T08:35:55.672675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acbe806f-1b20-4e4b-a766-b8adb443d60e · inbound

DiffPrune: differentiable information throttling for token pruning in vision-language models cites this paper.

DiffPrune: differentiable information throttling for token pruning in vision-language models Similarity-Aware Token Pruning: Your VLM but Faster

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T17:18:16.095066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.