Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T20:48:44.933542Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 2 inbound Pith citation observations for arXiv:2602.17555.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T20:48:44.933542Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-11T12:10:52.100410Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-06-29T22:13:59.633393Z
74 of 74 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9f5fb39e-c0c8-4292-af5c-a5aa4623a85d · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking The claude 3 model family: Opus, sonnet, haiku.Claude-3 Model Card, 1(1):4
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 415449e0-40c5-4efb-b274-21a9fc0545b0 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Qwen2.5-VL Technical Report
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f0f7b3eb-afa1-4583-88dd-bcfc239420b3 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8c6babe-6981-4bb2-a476-a7642d796942 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Rextime: A benchmark suite for reasoning-across-time in videos.Advances in Neural In- formation Processing Systems, 37:28662–28673
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 10bc9c55-0139-423a-be98-cd0f5bc24946 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Sharegpt4video: Improving video understand- ing and generation with better captions.Advances in Neural Information Processing Systems, 37:19472–19495
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d019d1a7-b3ae-45af-aaa4-56e92d853f1c · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Scaling rl to long videos
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a46ea84-1d00-424c-9e5c-d0430f0c79a3 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4434c415-058f-4bc4-b1d9-d3381d95eb76 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b3d732e-4471-4481-9e57-33ed2db58000 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Spatial-temporal trans- former for dynamic scene graph generation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d710b2ce-a93c-40f1-ab5d-6408887bcae1 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Sophiavl-r1: Reinforcing mllms reasoning with thinking reward
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1e388425-27dd-41c1-8682-95d614269836 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Mmbench-video: A long-form multi-shot benchmark for holistic video under- standing.Advances in Neural Information Processing Sys- tems, 37:89098–89124
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0ae663e0-08ca-419d-8925-c9b064e5d3cd · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Video-of-thought: Step-by-step video reasoning from perception to cognition
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a4ffcf43-2769-47e2-88ed-92569688896c · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Video-R1: Reinforcing Video Reasoning in MLLMs
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa7a02a4-645d-4a61-a3d5-1c8085a543b2 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2029d3f8-9b70-4a18-99c2-0fb321b3d092 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Embodied AI Agents: Modeling the World
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c45a468b-95a2-4c3b-977b-f9ea127e6646 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2c65fb75-4f22-4c20-8e04-1431f1850f7b · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Real-time scene understanding for blind users: Enhancing vision-language models for accessibility
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ebb49bc6-80ca-470d-b840-06d10b4dd78f · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Deepseek-r1 incentivizes reasoning in llms through reinforcement learning.Nature, 645(8081):633– 638
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 86ef4eb3-55aa-463f-95eb-5e51f1234ed0 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking TRACE: Temporal Grounding Video LLM via Causal Event Modeling
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d894c32-3ecb-45dd-a86a-c6762ad69e19 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50e746e7-4b5e-4bc7-993e-949296716072 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Videoespresso: A large-scale chain-of-thought dataset for fine-grained video reasoning via core frame selection
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 31cdb3d0-9a54-4998-a147-75949029aa1b · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking To- wards open-vocabulary scene graph generation with prompt- based finetuning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 915d2a63-00a5-4147-a73e-01012cd22d7c · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Glm-4.1 v-thinking: Towards versatile multi- modal reasoning with scalable reinforcement learning.arXiv e-prints, pages arXiv–2507
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 21156c8a-d0fd-423f-94f0-37dd52a0d419 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5d5cdca8-a824-44a3-af0a-987e97696a04 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Vtimellm: Empower llm to grasp video moments
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e8bd92e-e70b-4914-88c3-f42ae7fee634 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Lita: Language instructed temporal-localization assistant
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7c28ffae-31e7-4afc-a5ce-581409848079 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Building a mind palace: Structuring environment-grounded semantic graphs for ef- fective long video analysis with llms
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f99db999-b1f3-466b-a32d-73d1bafa01d6 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Action genome: Actions as compositions of spatio- temporal scene graphs
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 39b8bd07-c8a7-407e-adcd-ebcbe0fd6a97 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Look again, think slowly: Enhancing visual reflection in vision-language models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f4875134-737b-4d6d-82d2-0bcf503a9e06 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Chat-univi: Unified visual representation em- powers large language models with image and video un- derstanding
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f6e7061f-110a-4648-82be-f4b883ee572d · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Do you remember? dense video captioning with cross-modal memory retrieval
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6cf79116-d81c-4194-bfaf-59bcefa6f1de · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Vidhalluc: Evaluating temporal hallucinations in multimodal large lan- guage models for video understanding
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d62ebeaa-5f0d-4f4c-bb7e-d320650c0026 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3e96dc93-a236-49ae-93a4-c01ecf63556c · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Inten- tqa: Context-aware video intent reasoning
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8230c58b-072f-4f6f-a24b-35f25ae5a698 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Temporal Reasoning Transfer from Text to Video
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c64cd1d-55e7-4260-9a2d-361a8ed12191 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Embodied agent inter- face: Benchmarking llms for embodied decision making
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 200d6909-d5c2-49af-b057-b5f5a31ee70f · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking From pixels to graphs: Open-vocabulary scene graph generation with vision-language models
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b18476e-6052-409e-920d-660b4714a53b · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8633f1c-9ec2-4432-b97c-13e15abbe6fc · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Factorizable net: an efficient subgraph-based framework for scene graph generation
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e58adc24-469a-4f4d-ae59-0221806007ba · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Video-llava: Learning united visual repre- sentation by alignment before projection
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 33aef3a7-863e-4a5a-8fe4-0a1613a0a488 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Vila: On pre-training for vi- sual language models
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d7f2c74-79b1-47a0-b6d3-5cfe3a3be4b9 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Univtg: Towards unified video- language temporal grounding
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 42004759-81a5-471a-9f69-a12430e11910 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6b13fddb-5b7b-4527-826c-4a725636c01f · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9dfaf9cd-7642-4161-8223-70b988d07863 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking When thinking drifts: Evidential grounding for robust video reasoning
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cc03584b-6285-49d5-9323-ce1fb009052c · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Video-chatgpt: Towards detailed video un- derstanding via large vision and language models
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 257d8de6-f7ab-479f-a1c0-9d9ceca21ecb · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef59aff4-b3a7-416c-a779-3371d284ebe1 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Unbiased scene graph generation in videos
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4fcf03e9-060d-4cd6-9dd5-99f900caba39 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Hig: Hierarchical interlacement graph approach to scene graph generation in video understanding
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 96258dd8-77d7-4a12-bad6-7a836e461633 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Hyperglm: Hypergraph for video scene graph generation and anticipation
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4c634398-e264-4c3e-a689-5b5c796bb710 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Gpt-4 technical report
Reference 51
Source-reported events for the cited work
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Observation 20cc96f2-af3b-453c-9e46-92bf9ad55239 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Gpt-4o system card
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac77e235-4cbe-41f3-a396-d25bf3c38437 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking ZoomV: Temporal Zoom-in for Efficient Long Video Understanding
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e4b213bb-51c7-4153-a0e0-5a20dfa05fb9 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Question- answering dense video events
Reference 54
Source-reported events for the cited work
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Observation b22e985c-0c3e-4a94-a3b4-34efded62655 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Step: Enhancing video-llms’ com- positional reasoning by spatio-temporal graph-guided self- training
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 52eaa934-63d4-4398-9834-78c42842010b · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Timechat: A time-sensitive multimodal large lan- guage model for long video understanding
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9ede4606-d07b-4c39-bc6f-5ba72652507a · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb90480b-a89e-4a6f-a611-2bf5662a0432 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Gemini: A Family of Highly Capable Multimodal Models
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e28eb4f0-7cfa-45e4-880c-b2695d6e4ce8 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 511600ad-fa45-463a-b372-d1339b3197bd · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Causal ai scientist: Facilitating causal data science with large language models
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e5003bc1-b6e4-4d96-84f5-f96518f6cdbd · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4495bbd2-de89-44cc-a83e-b0b39d756171 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d43ac4bc-f95d-4211-8c3b-b48c6a578c23 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Sportshhi: A dataset for human-human interaction detection in sports videos
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d476a100-c10d-4a3b-b461-6bea06375118 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Visionary-r1: Mitigating shortcuts in visual reasoning with reinforcement learning
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 08557017-0441-455c-9ffa-9aaec944151f · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Can i trust your answer? visually grounded video question answering
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a077a12b-9366-4d12-bdf0-aa1653f2517d · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57132801-4c3f-436a-8365-f5cafe8907da · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Panoptic video scene graph generation
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 44b0c5ee-6c92-4316-93b8-d39258c929d7 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Thinking in space: How mul- timodal large language models see, remember, and recall spaces
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b05026ca-166f-4fb1-ba7a-1d870bce46dd · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8ef12da1-0c3f-4e51-aeab-d8f38fddd796 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d712bd22-8129-47e5-bdc7-8484d71ea0e1 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Vtime- 11 cot: Thinking by drawing for video temporal grounding and reasoning
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3c1f2cfd-c49a-4438-a077-9db5e8271014 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Video-CoT: A Comprehensive Dataset for Spatiotemporal Understanding of Videos Based on Chain-of-Thought
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 05b6845a-ca89-4feb-9deb-3c6c34cc87a3 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking LLaVA-Video: Video Instruction Tuning With Synthetic Data
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 94d69096-4dc9-45a8-af32-517308399139 · outbound
GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Towards video thinking test: A holistic benchmark for advanced video reasoning and understanding
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca9de3d6-bab6-4863-899b-95acdc4c3104 · inbound
LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 85dba891-455d-446f-8815-b7e93f4c9785 · inbound
EventCoT: Event-centric Video Chain-of-thought for Reasoning Temporal Localization GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking
Reference 9
Source-reported events for the cited work
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