Paper Citation Record · LEDGER

TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2504.09641.

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

pith.paper-citation-record.v1
2504.09641 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:12:18.725011Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:29:31.402219Z

Reference resolution

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verified exact0
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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 c6903ccf-ac39-4c50-b14e-b931bf6a40e2 · inbound

Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding cites this paper.

Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-17T02:40:06.542292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bf64e574-9a75-44d6-8ac1-a2b85d8ffcc9 · inbound

Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models cites this paper.

Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 148

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:18.725011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ece43dd0-ab59-49e3-80e4-0ba2d1f4d93f · inbound

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:18.656306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c710c76-cef8-41fb-ad94-db1d04df5e4e · inbound

Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought cites this paper.

Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:15.937040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3203da8e-6f23-4b56-81fa-9d2d711bda85 · inbound

MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding cites this paper.

MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:17:18.563294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ff5ef0de-8880-467b-b83f-1b11574f8eaf · inbound

Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning? cites this paper.

Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning? TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-17T05:40:56.049230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4afaad58-44d7-4e64-8e01-b8477d86472e · inbound

ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding cites this paper.

ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T11:52:05.300590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9024fe1b-a3c3-4883-a50b-a5445afee8c8 · inbound

SVQA-R1: Reinforcing Spatial Reasoning in MLLMs via View-Consistent Reward Optimization cites this paper.

SVQA-R1: Reinforcing Spatial Reasoning in MLLMs via View-Consistent Reward Optimization TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:28.598898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b93e37e-a4f1-4806-a581-13cf263521b9 · inbound

CyberV: Cybernetics for Test-time Scaling in Video Understanding cites this paper.

CyberV: Cybernetics for Test-time Scaling in Video Understanding TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T05:26:47.309529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa44a55-2906-47d5-8c55-b4bd0248f676 · inbound

Video-CoT: A Comprehensive Dataset for Spatiotemporal Understanding of Videos Based on Chain-of-Thought cites this paper.

Video-CoT: A Comprehensive Dataset for Spatiotemporal Understanding of Videos Based on Chain-of-Thought TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T05:05:52.150407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 505ef48c-82e0-40ed-9fc6-f2d6663dd08c · inbound

OctoNav: Towards Generalist Embodied Navigation cites this paper.

OctoNav: Towards Generalist Embodied Navigation TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:43.895513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e28a9912-3e8c-4a5e-9e30-659ee8039dc9 · inbound

Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning cites this paper.

Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:52:08.007028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b782d167-d4c3-44e2-8bf8-c9b727fbe744 · inbound

ReaLM: Reflection-Enhanced Autonomous Reasoning with Small Language Models cites this paper.

ReaLM: Reflection-Enhanced Autonomous Reasoning with Small Language Models TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T17:30:10.352493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b24de6e-9992-4c1e-8ff4-c7fef8c2dfda · inbound

Compressed Models are NOT Trust-equivalent to Their Large Counterparts cites this paper.

Compressed Models are NOT Trust-equivalent to Their Large Counterparts TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T19:00:30.163389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ee90811-fdf6-4cea-836f-44f2efa11dba · inbound

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle cites this paper.

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 241

Resolution: unresolved; no resolver link, observed 2026-08-04T16:07:47.267163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2b738a-4799-4f6a-8943-d902c017ab8b · inbound

Video Reasoning without Training cites this paper.

Video Reasoning without Training TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T09:12:09.855828Z

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Observation f503adc7-1cf5-4832-9b23-ae3118e44777 · inbound

EgoExo-Con: Exploring View-Invariant Video Temporal Understanding cites this paper.

EgoExo-Con: Exploring View-Invariant Video Temporal Understanding TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T07:23:08.954750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17f3cfb5-ae42-482d-a31d-a47b4f0a720d · inbound

VIDEOP2R: Video Understanding from Perception to Reasoning cites this paper.

VIDEOP2R: Video Understanding from Perception to Reasoning TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:25:22.544726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e940b54-6378-4f98-b9df-28dc33c57448 · inbound

TempR1: Improving Temporal Understanding of MLLMs via Temporal-Aware Multi-Task Reinforcement Learning cites this paper.

TempR1: Improving Temporal Understanding of MLLMs via Temporal-Aware Multi-Task Reinforcement Learning TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-17T02:18:52.321509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d0ab1da0-ad2d-4dc3-bbac-69371a37e1cb · inbound

Reinforce to Learn, Elect to Reason: A Dual Paradigm for Video Reasoning cites this paper.

Reinforce to Learn, Elect to Reason: A Dual Paradigm for Video Reasoning TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:52.581348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6705c224-50d7-4c86-bc5c-852e24f6ea36 · inbound

Video-ToC: Video Tree-of-Cue Reasoning cites this paper.

Video-ToC: Video Tree-of-Cue Reasoning TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:36:09.514057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b3520bef-61bc-4d47-8a43-dc30f82f04d7 · inbound

Beyond Perceptual Shortcuts: Causal-Inspired Debiasing Optimization for Generalizable Video Reasoning in Lightweight MLLMs cites this paper.

Beyond Perceptual Shortcuts: Causal-Inspired Debiasing Optimization for Generalizable Video Reasoning in Lightweight MLLMs TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:56:06.511080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 542ce35d-b672-4081-af8e-a288041fe7da · inbound

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:55:23.112134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b2b4267c-3ccb-4aab-aad3-7ef8381ec0d5 · inbound

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-04T00:49:17.555385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b2cf85bd-4380-42a8-9f96-e2c95434cb17 · inbound

Reasoning as Intersection: Consensus-Frame Alignment for Visual Focus in Video-MLLMs cites this paper.

Reasoning as Intersection: Consensus-Frame Alignment for Visual Focus in Video-MLLMs TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:58:57.741199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b5854cbb-01ac-42e2-9818-3d7e90e1c590 · inbound

CARE: Competence-Aware Reward Shaping for Adaptive Reasoning Length in Video-MLLMs cites this paper.

CARE: Competence-Aware Reward Shaping for Adaptive Reasoning Length in Video-MLLMs TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:29:31.404380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e0e37da4-0640-458e-8d61-44194b7922c2 · inbound

I Seek You in Videos: Identity-Conditioned Queries for Person-Centric Video Reasoning cites this paper.

I Seek You in Videos: Identity-Conditioned Queries for Person-Centric Video Reasoning TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T04:59:13.789253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.