Paper Citation Record · LEDGER

Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 32 inbound Pith citation observations for arXiv:2406.17294.

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

pith.paper-citation-record.v1
2406.17294 v3

Coverage vector

measured 0 of 0 reference resolution

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Source: paper_references, paper_reference_links

measured 32 of 32 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 32 of 32 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T06:01:13.371992Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T20:18:57.684839Z

Reference resolution

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External citation measurements

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Outbound references

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Pith citing papers

Observation dd81da68-afc6-487a-b30d-16383dfef233 · inbound

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection cites this paper.

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:13:24.675026Z

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.

Observation f9ca6fa3-7e92-4462-95f5-1f0f93d2abab · inbound

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding cites this paper.

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:09:25.131351Z

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.

Observation ec183003-4649-427e-9e08-274794459061 · inbound

PerPO: Perceptual Preference Optimization via Discriminative Rewarding cites this paper.

PerPO: Perceptual Preference Optimization via Discriminative Rewarding Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-09T06:01:13.371992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d15d3ad-3a5f-49ce-92f3-9463fdbcb74d · inbound

TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types cites this paper.

TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T20:06:36.653295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 864f180e-87f7-4e60-b190-e2b7b432ba0a · inbound

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems cites this paper.

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-22T22:57:13.279934Z

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.

Observation 3aa91544-79f8-4f2a-a381-38533149a20e · inbound

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles cites this paper.

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:59:03.252139Z

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.

Observation 3a105740-b880-4d6d-b43a-5e278e7fa70b · inbound

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models cites this paper.

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 107

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:41:08.083075Z

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.

Observation c1cae2d9-76c8-44c2-b3d7-bf481fe01269 · inbound

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging cites this paper.

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:50.937309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 004772e0-2b2d-4d52-b3ea-10f23bce2144 · inbound

Instructify: Demystifying Metadata to Visual Instruction Tuning Data Conversion cites this paper.

Instructify: Demystifying Metadata to Visual Instruction Tuning Data Conversion Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T14:37:52.139069Z

Source-reported events for the cited work

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Observation 3006adf5-42af-4746-b61d-4e572fd8820a · inbound

VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection cites this paper.

VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:39.820900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06a8e1bc-ed18-460e-ac83-75c63b3af582 · inbound

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start cites this paper.

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:56.479241Z

Source-reported events for the cited work

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Observation 4a3f3a05-f5fc-4a3f-a88d-7f220ec9a4a6 · inbound

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis cites this paper.

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:46.632301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 205184d9-3108-4047-bb78-d63bfbdec772 · inbound

Multimodal Tabular Reasoning with Privileged Structured Information cites this paper.

Multimodal Tabular Reasoning with Privileged Structured Information Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:02.843028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc10fc38-d2e6-452b-a61b-36f266a4b83d · inbound

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos cites this paper.

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:35.639817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc80feab-9e9f-42d6-b697-88ad8fcfc31a · 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 Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:52.462846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bfd9f50-6f4c-412d-a024-af64874f16a4 · inbound

MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems? cites this paper.

MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems? Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T06:08:26.344518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adac4d99-4cb3-4a53-9f90-984df78a8027 · inbound

Vision-EKIPL: External Knowledge-Infused Policy Learning for Visual Reasoning cites this paper.

Vision-EKIPL: External Knowledge-Infused Policy Learning for Visual Reasoning Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:37:14.976431Z

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.

Observation 87b1b2c3-68b9-4d65-afbc-738f1b3f6947 · inbound

Evaluating Visual Mathematics in Multimodal LLMs: A Multilingual Benchmark Based on the Kangaroo Tests cites this paper.

Evaluating Visual Mathematics in Multimodal LLMs: A Multilingual Benchmark Based on the Kangaroo Tests Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T05:38:57.238958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc06b046-7f66-4f8b-9f1a-7fac3ce8783e · inbound

Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes? cites this paper.

Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes? Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:03.417391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e92b9496-f065-4349-a926-08d18810bccf · inbound

Graft: Integrating the Domain Knowledge via Efficient Parameter Synergy for MLLMs cites this paper.

Graft: Integrating the Domain Knowledge via Efficient Parameter Synergy for MLLMs Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:32:23.844440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67b0689a-37ba-48e2-97be-68b05328c0e7 · inbound

SAILViT: Towards Robust and Generalizable Visual Backbones for MLLMs via Gradual Feature Refinement cites this paper.

SAILViT: Towards Robust and Generalizable Visual Backbones for MLLMs via Gradual Feature Refinement Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:08.277308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e504bdb-2403-4050-8bdb-ae16c5b998c8 · inbound

Multimodal Mathematical Reasoning with Diverse Solving Perspective cites this paper.

Multimodal Mathematical Reasoning with Diverse Solving Perspective Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T20:25:21.524638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c2861a9-00e8-44db-8dbe-f02ff5886416 · inbound

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought cites this paper.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:37.737245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af33b033-350c-4a9b-8905-1a8d36693099 · inbound

GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning cites this paper.

GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T00:59:53.128918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 159c8c8e-6b7f-45a2-8da3-6c3c0d47b2d4 · inbound

Weather-R1: Logically Consistent Reinforcement Fine-Tuning for Multimodal Reasoning in Meteorology cites this paper.

Weather-R1: Logically Consistent Reinforcement Fine-Tuning for Multimodal Reasoning in Meteorology Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:37:53.041796Z

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.

Observation ad49d3dd-93b9-4c84-8385-6b0f3262e031 · inbound

SIF: Semantically In-Distribution Fingerprints for Large Vision-Language Models cites this paper.

SIF: Semantically In-Distribution Fingerprints for Large Vision-Language Models Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:01:49.189464Z

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.

Observation 002f24ff-522b-453e-9e95-41668efda380 · inbound

TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL cites this paper.

TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:56:19.907338Z

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.

Observation 613b6fbe-c7d2-4e02-b011-9a0ccc5d1820 · inbound

From Shortcuts to Reasoning: Robust Post-Training of Theory of Mind with Reinforcement Learning cites this paper.

From Shortcuts to Reasoning: Robust Post-Training of Theory of Mind with Reinforcement Learning Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T23:57:28.242390Z

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.

Observation 6fe9fe59-b4e2-4416-9349-b71951a52d65 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 210

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:57:41.471077Z

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.

Observation d1911d2f-da35-4d8f-92fa-e1d7675d51b2 · 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 Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:18:57.688190Z

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.

Observation 61feef39-7089-43b7-b726-4a922999a19e · inbound

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception cites this paper.

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 167

Resolution: unresolved; no resolver link, observed 2026-07-12T04:17:40.198357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e71a487-fe57-4d44-8b08-4a006cbca7b2 · inbound

MIRROR: Learning from the Other View for Multi-Modal Reasoning cites this paper.

MIRROR: Learning from the Other View for Multi-Modal Reasoning Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T07:15:04.791349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.