Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:01:18.518663Z
Paper Citation Record · LEDGER
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 35 inbound Pith citation observations for arXiv:2508.04416.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T05:58:12.505711Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
15 of 15 outbound references displayed
- verified exact0
- verified fuzzy7
- unresolved8
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 9bf4b689-edaa-40a0-b169-434f072761e6 · outbound
This paper cites As illustrated in Fig.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning As illustrated in Fig
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:01:20.272317Z
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 c06b0847-a345-4f76-b3db-c840703af3f8 · outbound
This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning CLIPScore: A Reference-free Evaluation Metric for Image Captioning
Reference 2
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e44997b-56e4-4344-b202-d0a780dbe678 · outbound
This paper cites an unresolved cited work.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:01:19.185951Z
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 4e95ea3e-1340-477f-b457-ce21aecebbb9 · outbound
This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:01:17.748181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f31ef202-e132-4529-a38c-ec59d6d81794 · outbound
This paper cites an unresolved cited work.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning Unresolved cited work
Reference 5
- Resolution
- unresolved
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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 88c03a28-2d84-465a-8aa7-c480a48e061a · outbound
This paper cites an unresolved cited work.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning Unresolved cited work
Reference 8
- Resolution
- unresolved
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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 bc806f4a-465d-4b52-8987-6886d89fc911 · outbound
This paper cites Do not alter the given ref in any way.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning Do not alter the given ref in any way
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:01:19.917996Z
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 8994c051-27e3-48d7-8da8-aeed4dde6785 · outbound
This paper cites If the object is unique in the scene, a slightly more detailed description than <s object> is sufficient.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning If the object is unique in the scene, a slightly more detailed description than <s object> is sufficient
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:01:19.760711Z
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 74af6b7c-0cb2-419a-8ad4-cab413254677 · outbound
This paper cites This complex ref must unambiguously and accurately refer to the exact target object uniquely identified by the uid and its associated pixel mask in the video.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning This complex ref must unambiguously and accurately refer to the exact target object uniquely identified by the uid and its associated pixel mask in the video
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:01:19.567475Z
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 698c8b69-8512-454f-aaaf-0a5c9c398e2d · outbound
This paper cites Crucially: avoid any simple, direct descrip- tions.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning Crucially: avoid any simple, direct descrip- tions
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:01:19.353791Z
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 0f5df691-9c33-4820-9a98-26ce02fc306c · outbound
This paper cites an unresolved cited work.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:01:18.990770Z
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 b932b4fc-e7c5-45e0-84a1-be76a92f7c6a · outbound
This paper cites We observe that the majority of CLIPScore values fall within the range of [0.8, 1], indicating strong se- mantic similarity.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning We observe that the majority of CLIPScore values fall within the range of [0.8, 1], indicating strong se- mantic similarity
Reference 2021
- Resolution
- verified fuzzy
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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 acaddf52-4655-4fb4-9ffb-019b7e26124e · outbound
This paper cites In CVPR, 19108–19118.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning In CVPR, 19108–19118
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:01:20.618275Z
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 b08d946e-b2e5-4dc2-ace7-5b1c264ee31b · outbound
This paper cites Autoregressive Image Generation with Linear Complexity: A Spatial-Aware Decay Perspective.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning Autoregressive Image Generation with Linear Complexity: A Spatial-Aware Decay Perspective
Reference 2024
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fc7d1e3-6c86-42ca-a4ee-6686936fc6ae · outbound
This paper cites BEATs: Audio Pre-Training with Acoustic Tokenizers.
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning BEATs: Audio Pre-Training with Acoustic Tokenizers
Reference 2025
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 2c2ebbb9-6cd8-4aca-b5aa-dcd69f3dfad5 · 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 Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T13:17:18.530952Z
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 decedb93-683f-46c0-ade1-39bc7d6a6c37 · inbound
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling cites this paper.
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T12:31:32.058146Z
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 8e8a7963-12fb-423e-b531-20ddac204a8f · inbound
OneThinker: All-in-one Reasoning Model for Image and Video cites this paper.
OneThinker: All-in-one Reasoning Model for Image and Video Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T02:11:26.519397Z
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 c8449ed7-602c-437b-b133-fa54015da88b · inbound
Delayed Bidirectional Alignment via Disentangled Audio Semantics for Audio-Visual Segmentation cites this paper.
Delayed Bidirectional Alignment via Disentangled Audio Semantics for Audio-Visual Segmentation Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 53
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdaf31ee-5295-4b34-94be-02fcc51a19b7 · inbound
VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning cites this paper.
VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T12:17:51.863189Z
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 8ef12da1-0c3f-4e51-aeab-d8f38fddd796 · inbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking cites this paper.
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 70
- Resolution
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- arxiv_id, observed 2026-05-15T20:50:17.308558Z
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 2ab52996-c550-47cc-9227-f4c788ad34e3 · inbound
EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models cites this paper.
EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 37
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 590a387c-64df-4182-874a-c6d345964da9 · inbound
TIR-Agent: Training an Explorative and Efficient Agent for Image Restoration cites this paper.
TIR-Agent: Training an Explorative and Efficient Agent for Image Restoration Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 53
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b3a6c40-0dfa-4452-a3ea-117cff48f0b4 · inbound
MAG-3D: Multi-Agent Grounded Reasoning for 3D Understanding cites this paper.
MAG-3D: Multi-Agent Grounded Reasoning for 3D Understanding Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 51
- Resolution
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- arxiv_id, observed 2026-05-11T06:51:20.956951Z
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 70c70560-a7fa-4a35-906f-cfabf5963d6e · inbound
The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping cites this paper.
The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T15:35:32.730359Z
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 65bb68ac-ab07-47ad-b95d-ca38c9340817 · inbound
POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs cites this paper.
POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 111
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T10:41:03.762912Z
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 4bd62dca-4a09-499b-bc07-6e22a784805f · inbound
Towards Temporal Compositional Reasoning in Long-Form Sports Videos cites this paper.
Towards Temporal Compositional Reasoning in Long-Form Sports Videos Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 51
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45b638aa-bc33-4a04-9004-bec1c65f6b51 · inbound
Listening with Time: Precise Temporal Awareness for Long-Form Audio Understanding cites this paper.
Listening with Time: Precise Temporal Awareness for Long-Form Audio Understanding Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:26:09.890845Z
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 77e937b3-811d-4d06-8936-40a7ddb33a2b · inbound
VISD: Enhancing Video Reasoning via Structured Self-Distillation cites this paper.
VISD: Enhancing Video Reasoning via Structured Self-Distillation Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T18:46:08.768431Z
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 b94cf810-3ece-406a-9d8e-4ce5a796e368 · inbound
VISD: Enhancing Video Reasoning via Structured Self-Distillation cites this paper.
VISD: Enhancing Video Reasoning via Structured Self-Distillation Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 51
- Resolution
- verified exact
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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 adb14a59-39b4-47f6-b8bf-bd693545d279 · inbound
VISD: Enhancing Video Reasoning via Structured Self-Distillation cites this paper.
VISD: Enhancing Video Reasoning via Structured Self-Distillation Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T03:36:20.134373Z
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 7bf99d19-731b-4993-bbad-f79538464a1e · inbound
VISD: Enhancing Video Reasoning via Structured Self-Distillation cites this paper.
VISD: Enhancing Video Reasoning via Structured Self-Distillation Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T06:10:24.077403Z
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 76a612d9-b5dd-4dd9-87ac-42cfb4cbbc39 · inbound
ReTool-Video: Recursive Tool-Using Video Agents with Meta-Augmented Tool Grounding cites this paper.
ReTool-Video: Recursive Tool-Using Video Agents with Meta-Augmented Tool Grounding Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T20:09:26.487783Z
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 dc24a0bc-2ecd-4ac9-a3cb-69a18fe83560 · inbound
VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation cites this paper.
VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T19:38:56.091241Z
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 db95fa81-b137-4ef0-98d9-dad96a32170f · inbound
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning cites this paper.
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T07:34:02.608812Z
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 bb64a801-46c1-4a1a-96ba-865f08b1e2d4 · inbound
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning cites this paper.
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T09:01:19.487650Z
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 a015ea5d-be13-4fe4-88d9-85fbbb21645c · inbound
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning cites this paper.
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T06:36:10.511284Z
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 c0ed52b8-4eab-4acb-b59e-023b3e58e831 · 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 Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T04:55:23.142526Z
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 9e4ab436-1ca0-42e6-9997-ffa36ee1fb70 · 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 Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T00:49:17.535083Z
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 c00334ef-161f-491f-be05-6bc80315fd53 · inbound
DynFrame: Adaptive Reasoning-Driven Multimodal Framework with Dynamic Frame Augmentation for Complex Video Understanding cites this paper.
DynFrame: Adaptive Reasoning-Driven Multimodal Framework with Dynamic Frame Augmentation for Complex Video Understanding Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T17:53:47.123574Z
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 4094a22e-e0d7-47df-a43f-674766ef90e5 · inbound
SVI-Bench: A Dynamic Microworld for Strategic Video Intelligence cites this paper.
SVI-Bench: A Dynamic Microworld for Strategic Video Intelligence Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 92
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-28T23:02:46.722292Z
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 368d2bae-e360-4f63-87f2-626cf7a6c461 · inbound
SVI-Bench: A Dynamic Microworld for Strategic Video Intelligence cites this paper.
SVI-Bench: A Dynamic Microworld for Strategic Video Intelligence Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 92
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T22:57:25.649868Z
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 26674536-e164-4883-88af-f7ed786e4eae · inbound
Watch, Remember, Reason: Human-View Video Understanding with MLLMs cites this paper.
Watch, Remember, Reason: Human-View Video Understanding with MLLMs Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T17:27:15.802070Z
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 6fb61329-55b6-4ac2-96a2-70ba13836a0f · inbound
DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning cites this paper.
DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T20:47:23.078516Z
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 944ab3b2-5312-479c-b9e6-dd6e3d6c2e17 · inbound
See More, Think Deeper: Query-Expanded Visual Evidence and Answer-Clue Guided Reflection for Long Video Understanding cites this paper.
See More, Think Deeper: Query-Expanded Visual Evidence and Answer-Clue Guided Reflection for Long Video Understanding Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 24
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T23:57:29.038040Z
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 683ccd4f-4c63-4a4a-ac9b-5b1c2838605e · inbound
VideoSearcher: Empowering Video Deep Research with Multi-Tool Agentic Reasoning via Reinforcement Learning cites this paper.
VideoSearcher: Empowering Video Deep Research with Multi-Tool Agentic Reasoning via Reinforcement Learning Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T06:04:16.637378Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d72fa15-8089-477a-bab5-02b19d16776e · inbound
Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory cites this paper.
Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T06:35:35.951554Z
Source-reported events for the cited work
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Observation 1a0e3e4e-fe69-4804-b274-743ef21e3497 · inbound
Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA cites this paper.
Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T21:09:45.802892Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b943b3f8-bd6f-475f-b17a-530aae2b75e3 · inbound
Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent cites this paper.
Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T04:44:30.525201Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22419d38-e134-4199-bea9-b3855609dab1 · inbound
Beyond Frame Selection: Rethinking Long-Video Understanding with MLLMs cites this paper.
Beyond Frame Selection: Rethinking Long-Video Understanding with MLLMs Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T05:58:12.505711Z
Source-reported events for the cited work
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