Paper Citation Record · LEDGER

Introducing Visual Perception Token into Multimodal Large Language Model

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2502.17425.

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

pith.paper-citation-record.v1
2502.17425 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:46:28.298491Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T07:36:57.997924Z

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 d7787977-b193-42c0-a166-9520d8a30dd0 · inbound

VeriThinker: Learning to Verify Makes Reasoning Model Efficient cites this paper.

VeriThinker: Learning to Verify Makes Reasoning Model Efficient Introducing Visual Perception Token into Multimodal Large Language Model

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:15.423664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59e799c9-745e-4f80-8775-79913f385c70 · inbound

VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning cites this paper.

VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:54.345474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15fad10e-f36d-4452-91f7-f6b04cb1e2f2 · inbound

Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information cites this paper.

Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information Introducing Visual Perception Token into Multimodal Large Language Model

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:01.250685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7c3e071-3a60-42c5-97e2-4e2182473919 · inbound

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning cites this paper.

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:54.026686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c9b82e6-839c-49f1-9544-ad7b2b8ada81 · inbound

Enhancing Spatial Reasoning through Visual and Textual Thinking cites this paper.

Enhancing Spatial Reasoning through Visual and Textual Thinking Introducing Visual Perception Token into Multimodal Large Language Model

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T17:46:28.298491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a86ab97-3722-41b1-92e4-34065fbedba8 · inbound

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding cites this paper.

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding Introducing Visual Perception Token into Multimodal Large Language Model

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.749150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38802939-0095-4799-931c-53674b9679dc · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs Introducing Visual Perception Token into Multimodal Large Language Model

Reference 95

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:16:34.442685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d91ee8c-713d-4a67-8c63-db2c2e9241c1 · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs Introducing Visual Perception Token into Multimodal Large Language Model

Reference 95

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:31:25.388070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f19d2e7b-d5e3-4403-a4dc-f0baa4491e32 · inbound

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs Introducing Visual Perception Token into Multimodal Large Language Model

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-02T22:00:12.709967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c78b2ec3-ebf7-47d3-9400-cb82fd17fa16 · inbound

Token Warping Helps MLLMs Look from Nearby Viewpoints cites this paper.

Token Warping Helps MLLMs Look from Nearby Viewpoints Introducing Visual Perception Token into Multimodal Large Language Model

Reference 115

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:08:17.430134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7795feb2-0425-4bc2-b194-dc9cc6212f70 · inbound

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:11:04.430716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b25ca432-1a0f-4544-822d-9ab5f7a9720e · inbound

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:06:24.110121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 929cf2b2-0a0f-4923-83d1-dae6d1b70c35 · inbound

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:27:29.237405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad7551bf-0755-407d-bbea-79925e110763 · inbound

Don't Show Pixels, Show Cues: Unlocking Visual Tool Reasoning in Language Models via Perception Programs cites this paper.

Don't Show Pixels, Show Cues: Unlocking Visual Tool Reasoning in Language Models via Perception Programs Introducing Visual Perception Token into Multimodal Large Language Model

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:26:01.904902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 59d66061-9aeb-4188-bce1-40be84d536aa · inbound

From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding cites this paper.

From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding Introducing Visual Perception Token into Multimodal Large Language Model

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:43:38.894957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ec8d8ba5-57cd-40f9-85d4-db1af218863e · inbound

ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning cites this paper.

ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:43:28.670041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 14c371c7-2ec0-4565-88da-64bd82c79528 · inbound

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning cites this paper.

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:18:57.676800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 65361e8c-8d12-408b-8624-dcf4fb2cfda2 · inbound

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models cites this paper.

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models Introducing Visual Perception Token into Multimodal Large Language Model

Reference 139

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:09:55.102881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e8758001-cf6e-4400-8108-1c661c2ce96b · inbound

Latent Noise Mask for Reducing Visual Redundancy in Multimodal Large Language Models cites this paper.

Latent Noise Mask for Reducing Visual Redundancy in Multimodal Large Language Models Introducing Visual Perception Token into Multimodal Large Language Model

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:44:19.799258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 63e626de-969a-4252-b038-bb09a77b5df3 · inbound

DeltaV: Thinking with Visual State Updates in Unified Large Multimodal Models cites this paper.

DeltaV: Thinking with Visual State Updates in Unified Large Multimodal Models Introducing Visual Perception Token into Multimodal Large Language Model

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T07:36:57.999269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c3b6a2db-9f62-4656-9d02-1af7581f551f · inbound

Visual Access Boundaries in Vision-Language Model Reasoning cites this paper.

Visual Access Boundaries in Vision-Language Model Reasoning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:29.245780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82654470-ac0b-4dcf-aea7-a6cf86912c7e · inbound

Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions cites this paper.

Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions Introducing Visual Perception Token into Multimodal Large Language Model

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T01:57:57.496660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db43555a-3cc1-4100-86fd-a1e9da023427 · inbound

Mitigating Visual Degradation in MLLMs via Spatial-Spectral Visual Anchor Learning cites this paper.

Mitigating Visual Degradation in MLLMs via Spatial-Spectral Visual Anchor Learning Introducing Visual Perception Token into Multimodal Large Language Model

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T15:10:13.231969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.