Paper Citation Record · LEDGER

V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 inbound Pith citation observations for arXiv:2312.14135.

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

pith.paper-citation-record.v1
2312.14135 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 42 of 42 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:44:24.179591Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c4752a49-937d-4f37-8801-70f4bc348d93 · inbound

A Survey on Multimodal Large Language Models cites this paper.

A Survey on Multimodal Large Language Models V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 208

Resolution: verified exact; arxiv_id, observed 2026-05-16T02:56:42.239118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5d2ab2cf-19a8-45c1-8e0d-6a1e5c44ce3f · inbound

PaliGemma: A versatile 3B VLM for transfer cites this paper.

PaliGemma: A versatile 3B VLM for transfer V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 147

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:10:21.236393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 49c95fd6-1bec-413f-b9c5-b35a268e6263 · inbound

Improved GUI Grounding via Iterative Narrowing cites this paper.

Improved GUI Grounding via Iterative Narrowing V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T18:44:24.179591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2ef04f-9865-412b-9b35-1307004e607b · inbound

Seed1.5-VL Technical Report cites this paper.

Seed1.5-VL Technical Report V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 149

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:26:05.692676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5684eb9b-6dd6-4071-a5a2-23d709b86867 · inbound

Grounded Reinforcement Learning for Visual Reasoning cites this paper.

Grounded Reinforcement Learning for Visual Reasoning V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-22T01:05:52.086561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 71f3e515-41de-4d7a-b0bf-ad75ebc445e9 · inbound

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research cites this paper.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:29:19.034618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7599ee8d-24d9-4414-ba22-ad3aa2d74bf5 · inbound

MiMo-VL Technical Report cites this paper.

MiMo-VL Technical Report V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:14.241662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 858d4b93-a6c5-4dbe-9a08-d68c203ae2d6 · inbound

Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations cites this paper.

Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:41:23.231324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3c446d9-6703-4203-825c-4baea7897aba · inbound

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model cites this paper.

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T13:24:39.885634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64e0d55-fe91-403e-8dc5-24610c1afd0b · inbound

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning cites this paper.

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:36:25.246023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a052efc3-2ef7-4196-8175-27680ac2b9d1 · inbound

HiDe: Rethinking The Zoom-IN method in High Resolution MLLMs via Hierarchical Decoupling cites this paper.

HiDe: Rethinking The Zoom-IN method in High Resolution MLLMs via Hierarchical Decoupling V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-21T21:14:22.807207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e7edd0ef-5bc5-42cd-8a8d-baaa308ee84a · inbound

HiDe: Rethinking The Zoom-IN method in High Resolution MLLMs via Hierarchical Decoupling cites this paper.

HiDe: Rethinking The Zoom-IN method in High Resolution MLLMs via Hierarchical Decoupling V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T14:42:58.310244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bead9c2-52c2-44ea-9125-0979bab87762 · inbound

Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models cites this paper.

Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-04T08:15:57.799831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 978dc477-32ba-4afb-8e4c-f600cbfa318b · inbound

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

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T17:09:38.165356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92a875fa-dc60-4fdb-91e4-ed1ceac05f94 · inbound

Visual Para-Thinker: Divide-and-Conquer Reasoning for Visual Comprehension cites this paper.

Visual Para-Thinker: Divide-and-Conquer Reasoning for Visual Comprehension V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T03:30:33.046213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1c20257b-e448-47cf-bad4-28b558dd828a · inbound

DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model cites this paper.

DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-21T12:05:04.972295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1e1dfc9c-74da-4b71-a0dc-5347b54124fa · inbound

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning cites this paper.

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-13T19:34:58.789459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc98f7b9-99a6-49ed-a866-90b9366f1cf1 · inbound

LanteRn: Latent Visual Structured Reasoning cites this paper.

LanteRn: Latent Visual Structured Reasoning V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T17:26:40.239147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40ed16f7-83f2-455c-a1fc-4d451d3d4b24 · inbound

Q-Zoom: Query-Aware Adaptive Perception for Efficient Multimodal Large Language Models cites this paper.

Q-Zoom: Query-Aware Adaptive Perception for Efficient Multimodal Large Language Models V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:00:51.617866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7eb14478-c1d8-4d8c-9be8-ebd448c8b100 · inbound

Multimodal Latent Reasoning via Predictive Embeddings cites this paper.

Multimodal Latent Reasoning via Predictive Embeddings V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:46:52.537656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d99eb290-4d03-4448-8e02-44676820aed7 · inbound

Entropy-Gradient Grounding: Training-Free Evidence Retrieval in Vision-Language Models cites this paper.

Entropy-Gradient Grounding: Training-Free Evidence Retrieval in Vision-Language Models V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:16:10.605697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 83b8a0dd-9add-4223-8527-8a5659dfeeff · inbound

MAG-3D: Multi-Agent Grounded Reasoning for 3D Understanding cites this paper.

MAG-3D: Multi-Agent Grounded Reasoning for 3D Understanding V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:51:18.794113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d3c74dd9-a762-4006-bd93-04f769f35297 · inbound

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models cites this paper.

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:25:58.822046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 983d9ea9-53f7-41d6-abae-b8d9662b0c16 · inbound

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models cites this paper.

Cognitive Pivot Points and Visual Anchoring: Unveiling and Rectifying Hallucinations in Multimodal Reasoning Models V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 93

Resolution: unresolved; no resolver link, observed 2026-07-12T22:48:45.647588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814f6ec7-7150-4d8d-9bf2-18e47e7f8447 · inbound

AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation cites this paper.

AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 213

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:43:49.502913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ea694479-978c-4604-9b46-9c67c71b600d · inbound

SketchVLM: Vision language models can annotate images to explain thoughts and guide users cites this paper.

SketchVLM: Vision language models can annotate images to explain thoughts and guide users V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-09T21:33:27.942692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d44ab193-c2c8-4f94-9ecf-b6b415bbd7b6 · inbound

Improving Vision-language Models with Perception-centric Process Reward Models cites this paper.

Improving Vision-language Models with Perception-centric Process Reward Models V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:41:17.052295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4d1a14b4-c409-4d27-8502-8d53df71a759 · inbound

GazeVLM: Active Vision via Internal Attention Control for Multimodal Reasoning cites this paper.

GazeVLM: Active Vision via Internal Attention Control for Multimodal Reasoning V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:00:54.650794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ccad97df-3074-475e-b73f-7de3b8ff1d3e · inbound

What's Holding Back Latent Visual Reasoning? cites this paper.

What's Holding Back Latent Visual Reasoning? V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:03:15.473753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e89677b3-b613-488c-9467-a4394c408300 · inbound

Starve to Perceive: Taming Lazy Perception in VLMs with Constrained Visual Bandwidth cites this paper.

Starve to Perceive: Taming Lazy Perception in VLMs with Constrained Visual Bandwidth V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T10:53:13.123588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a867bb2b-1d00-4b86-9775-0b198c98424d · inbound

Starve to Perceive: Taming Lazy Perception in VLMs with Constrained Visual Bandwidth cites this paper.

Starve to Perceive: Taming Lazy Perception in VLMs with Constrained Visual Bandwidth V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T16:34:34.452430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5408f8a-eebe-4ad9-a88a-24da1b98dd3f · inbound

Self-Prophetic Decoding to Unlock Visual Search in LVLMs cites this paper.

Self-Prophetic Decoding to Unlock Visual Search in LVLMs V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T13:03:26.884105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 22009e46-56ed-46c6-ab6a-b1cf6c9a5d9a · inbound

ToolGate: Token-Efficient Pre-Call Control for Tool-Augmented Vision-Language Agents cites this paper.

ToolGate: Token-Efficient Pre-Call Control for Tool-Augmented Vision-Language Agents V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:46:28.939546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 79c455c0-6e7c-4123-848c-947c636d6fd2 · inbound

MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention cites this paper.

MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.951269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 02a06411-4ac5-46f5-9891-ef32db2a3b91 · inbound

Visual-OPSD: Cross-Modal On-Policy Self-Distillation for Efficient Unified Multimodal Reasoning cites this paper.

Visual-OPSD: Cross-Modal On-Policy Self-Distillation for Efficient Unified Multimodal Reasoning V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:49:02.271066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8497a1cf-e8ba-4d0d-a171-6b6a1eee502d · inbound

Look Before You Zoom: Adaptive Routing for the Resolution-Context Trade-off in Visual RAG cites this paper.

Look Before You Zoom: Adaptive Routing for the Resolution-Context Trade-off in Visual RAG V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T07:49:38.554498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3b1d8caa-5deb-486b-8c29-6611a5ad14b9 · inbound

Kamera: Unified Position-Invariant Multimodal KV Cache for Training-Free Reuse cites this paper.

Kamera: Unified Position-Invariant Multimodal KV Cache for Training-Free Reuse V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T12:09:48.891429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e17be238-b3bf-460a-8f63-3713f499ddcd · inbound

ST-Veto: Spatio-Temporal Token Veto for Diffusion MLLMs via Taylor Prediction and Visual Grounding cites this paper.

ST-Veto: Spatio-Temporal Token Veto for Diffusion MLLMs via Taylor Prediction and Visual Grounding V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T16:48:36.519393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54c1de77-47be-4752-be6a-b354061bc3c3 · inbound

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation cites this paper.

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 92

Resolution: unresolved; no resolver link, observed 2026-07-31T02:56:58.290582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c555d85-f35f-4299-851a-8fcf9e14a703 · inbound

What Transfers from Text to Vision? Capability Scaling Laws and Transfer Dynamics for VLMs cites this paper.

What Transfers from Text to Vision? Capability Scaling Laws and Transfer Dynamics for VLMs V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T02:46:49.732380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dada7984-74ec-4417-be64-008b1daadaac · inbound

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models cites this paper.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:20.618767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1358137-74bd-4884-b10f-9687c7390116 · inbound

Thinking With Tools, Not With Pixels: Tool Calls as Text Scaffolds for Visual Reasoning cites this paper.

Thinking With Tools, Not With Pixels: Tool Calls as Text Scaffolds for Visual Reasoning V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-11T12:53:14.372654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.