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Paper Citation Record · LEDGER

TRACE: Temporal Grounding Video LLM via Causal Event Modeling

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2410.05643.

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

pith.paper-citation-record.v1
2410.05643 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:46:40.511707Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T12:16:57.678370Z

Reference resolution

0 of 0 outbound references displayed

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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 63b88a5e-6050-47ba-a9c7-d690d850d67e · inbound

Number it: Temporal Grounding Videos like Flipping Manga cites this paper.

Number it: Temporal Grounding Videos like Flipping Manga TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 21

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no resolver link, observed 2026-08-12T19:49:43.374768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:49:43.374768Z digest=sha256:2e8d2f734fe7f24cb118150f35c3226e011090d5a8f60a977d9ddde7ebd2c409

Observation 37e0be24-592c-48ff-97d7-34b112757f94 · inbound

Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey cites this paper.

Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 176

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no resolver link, observed 2026-08-11T23:54:24.019183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:54:24.019183Z digest=sha256:c58b8fce1cd92b38ef8f8c95c53d9e8e404e9f7951db3e16a1c9ac3f8e261eef

Observation 04c2b772-a568-4221-bcc1-ab1a9a7d1234 · inbound

Do Language Models Understand Time? cites this paper.

Do Language Models Understand Time? TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 68

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no resolver link, observed 2026-08-11T12:47:17.314268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:47:17.314268Z digest=sha256:aa1822b4f59344ca9c485b820d6e9df3d1061a26c44b0167f6f3980929f24399

Observation 19caab2e-e0db-403e-ac63-bf1a537f359b · 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 TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 18

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verified exact
arxiv_id, observed 2026-05-17T02:40:06.559123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-17T02:40:06.454859Z digest=sha256:5af3c9505c4ef0f95f57d3d39fbb66aa2e0a7676b5366b86373623cbf83fb49b

Observation 3b3d061e-b400-441a-9195-8e771b697cc0 · inbound

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark cites this paper.

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 57

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unresolved
no resolver link, observed 2026-08-16T11:46:40.511707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:46:40.511707Z digest=sha256:5571ea9d2a7adfa13595d3fed54cf96c9bfafc28ec5a5609dbde41249b610e40

Observation 8e817e83-8877-43fe-bf03-842cf459c6cb · inbound

Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos cites this paper.

Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 22

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unresolved
no resolver link, observed 2026-08-07T10:28:10.068680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:28:10.068680Z digest=sha256:2d410e210ae41c4654224fa7672875929c02f7d43b59b930f19cb1e760e369cc

Observation 4296960a-6fbc-4360-98ca-63aa5de11065 · inbound

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding cites this paper.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 16

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no resolver link, observed 2026-08-05T22:54:32.327843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:54:32.327843Z digest=sha256:3b5d05c191769810f8a4de40e52ce77e1dba2627095f06d2f76e2fdf8db93f85

Observation 0dea4cf9-b909-4ec5-8c8e-b1e94a62f550 · inbound

TAR: Temporal Anchor-Constrained Reasoning for Video Temporal Grounding cites this paper.

TAR: Temporal Anchor-Constrained Reasoning for Video Temporal Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 11

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no resolver link, observed 2026-08-05T22:01:25.911679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:01:25.911679Z digest=sha256:2cfc52f1864ef4da8a2ee462097c255be24fa6474124a9753b1dbbbf70ae7faf

Observation 169e689b-ea81-47b2-ae35-2c795d170f3c · 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 TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 15

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verified exact
arxiv_id, observed 2026-05-17T02:18:52.385855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-17T02:18:21.718091Z digest=sha256:d60df3d804223b3c6df1c77ff496f132626cc9181710cd67450c9cfe7738fd60

Observation 9f7a8c12-6772-493b-afab-5c4d15ca4c88 · inbound

Detector-Empowered Video Large Language Model for Efficient Spatio-Temporal Grounding cites this paper.

Detector-Empowered Video Large Language Model for Efficient Spatio-Temporal Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 21

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verified exact
arxiv_id, observed 2026-05-17T00:58:46.582114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-17T00:54:53.789523Z digest=sha256:9ca8ac7e6d22061aca8a577f7e8ced47c08a90267d81b75328e3c66a3551449f

Observation 1ba3715b-e961-4c81-b582-2a1c4730f09f · inbound

TANDEM: Temporal-Aware Neural Detection for Multimodal Hate Speech cites this paper.

TANDEM: Temporal-Aware Neural Detection for Multimodal Hate Speech TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 11

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no resolver link, observed 2026-08-03T10:10:54.201781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T10:10:54.201781Z digest=sha256:f99f9fa4429e2262ccddc7fe1c5328d078b11f8a52ea114d38df6d45688c38b1

Observation 86ef4eb3-55aa-463f-95eb-5e51f1234ed0 · inbound

GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking cites this paper.

GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 19

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verified exact
arxiv_id, observed 2026-05-15T20:50:17.305860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T20:48:44.933542Z digest=sha256:9739116a5a507db38482977c7040347749153644920d4e0d749746a085472f0b

Observation b2406288-18d5-453f-b276-06fdbcfcaaba · inbound

Bridging Time and Space: Decoupled Spatio-Temporal Alignment for Video Grounding cites this paper.

Bridging Time and Space: Decoupled Spatio-Temporal Alignment for Video Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 20

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verified exact
arxiv_id, observed 2026-05-11T00:15:52.645222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T18:38:16.204012Z digest=sha256:e46d1ff71a702e9622bfddd1023305576f6d56b958b0eedc646de4d6477ed4c1

Observation 4650b2ce-64a0-4e85-8899-a660908e30c2 · inbound

How Should Video LLMs Output Time? An Analysis of Efficient Temporal Grounding Paradigms cites this paper.

How Should Video LLMs Output Time? An Analysis of Efficient Temporal Grounding Paradigms TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 5

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verified exact
arxiv_id, observed 2026-05-11T08:05:58.910637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T16:50:48.559703Z digest=sha256:e61a48eed32b928c8eddea5c59459dd6f06981f5de8f49189f8c6e7c6169effa

Observation 4c4186bd-8a04-42c0-903f-9aaf0cd98e6f · inbound

MarkIt: Training-Free Visual Markers for Precise Video Temporal Grounding cites this paper.

MarkIt: Training-Free Visual Markers for Precise Video Temporal Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 32

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verified exact
arxiv_id, observed 2026-05-12T00:46:13.683626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-07T14:10:27.416341Z digest=sha256:048e2ec7d39cf4d48a1f16ec41f5c956e68b26c94543cf1d41bc84b6d6a35677

Observation 055d4cd6-6130-414a-b394-1959201a0180 · inbound

MarkIt: Training-Free Visual Markers for Precise Video Temporal Grounding cites this paper.

MarkIt: Training-Free Visual Markers for Precise Video Temporal Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 32

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verified exact
arxiv_id, observed 2026-07-01T08:45:34.789428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-01T08:41:31.700367Z digest=sha256:3032ddd68e887210029935614ea97bb28e4931be504c1878dcb4414252a7b2fa

Observation b32386fa-17ca-4f35-ba32-b1fcd4b43262 · inbound

Retrieving Any Relevant Moments: Benchmark and Models for Generalized Moment Retrieval cites this paper.

Retrieving Any Relevant Moments: Benchmark and Models for Generalized Moment Retrieval TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 21

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verified exact
arxiv_id, observed 2026-05-09T06:10:42.304794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T18:49:17.848357Z digest=sha256:7cb4de45f8d4cb0ea7d69aba019cdd35a68a6af17d5298648c8cbfafe90a155a

Observation c1c6567a-5af0-4c43-86ac-4c4804a7508b · inbound

VISD: Enhancing Video Reasoning via Structured Self-Distillation cites this paper.

VISD: Enhancing Video Reasoning via Structured Self-Distillation TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 14

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arxiv_id, observed 2026-05-11T18:46:08.748400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T14:06:27.953376Z digest=sha256:d0e060f041d8990874c652ade2642d69c6997ab446203a2065636fceaa715b9d

Observation 4758a345-42ad-45ed-b1d9-f6d6f5c6c2be · inbound

VISD: Enhancing Video Reasoning via Structured Self-Distillation cites this paper.

VISD: Enhancing Video Reasoning via Structured Self-Distillation TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 14

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verified exact
arxiv_id, observed 2026-05-11T01:50:51.205248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-11T01:49:41.654207Z digest=sha256:3ccd01fcd382631c42fb3ec48348e0e868e2d6b5339e625e98a42d16f75ace11

Observation 285e85f9-7d0f-410e-ac2a-a860322178f2 · inbound

VISD: Enhancing Video Reasoning via Structured Self-Distillation cites this paper.

VISD: Enhancing Video Reasoning via Structured Self-Distillation TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 14

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verified exact
arxiv_id, observed 2026-05-12T07:11:28.089348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-12T03:35:59.553683Z digest=sha256:dbe9d2704530d4ca13d06911dbb621063d7898c4865d85a281be37e02e6bd8ed

Observation f38e6a1c-a034-4ae2-86fe-6522a185506c · inbound

VISD: Enhancing Video Reasoning via Structured Self-Distillation cites this paper.

VISD: Enhancing Video Reasoning via Structured Self-Distillation TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 14

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verified exact
arxiv_id, observed 2026-05-25T06:10:23.832650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-25T06:08:19.956833Z digest=sha256:5686e9e4ade75a834193de7f1f1c3d3ef62de74d01bbf8b0154fa81579d004e3

Observation aec02ea8-a511-49e5-97b4-934534a18ccd · inbound

EvoGround: Self-Evolving Video Agents for Video Temporal Grounding cites this paper.

EvoGround: Self-Evolving Video Agents for Video Temporal Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 49

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arxiv_id, observed 2026-05-14T19:32:52.364535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-14T19:29:47.356665Z digest=sha256:50e4c41d6133d9fd8db4afa825a61a551ed26d199621083167b9833824fceb22

Observation 4645ce73-859a-43c6-8ca1-44c71a8358b7 · inbound

Video-Zero: Self-Evolution Video Understanding cites this paper.

Video-Zero: Self-Evolution Video Understanding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 45

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verified exact
arxiv_id, observed 2026-06-30T21:35:04.444984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T21:32:16.939563Z digest=sha256:224c54207acdacb47286c43d0ac77ea8175cdd7ae4862e5821d34c79e860c6f5

Observation fe821ea5-a2a0-4274-9b99-441da40cc261 · inbound

LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence cites this paper.

LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 15

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verified exact
arxiv_id, observed 2026-06-29T22:13:59.619875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-29T22:12:05.365596Z digest=sha256:d175438547ae6320bee4f2fb53675e509fe536419d014b3ff29909d686e8924e

Observation c773432e-e090-455a-a8f9-3f7d01ba95db · inbound

EVIDENT: Routing MLLM Adaptation through Entity-Grounded Visual Evidence for Cross-Domain Video Temporal Grounding cites this paper.

EVIDENT: Routing MLLM Adaptation through Entity-Grounded Visual Evidence for Cross-Domain Video Temporal Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 11

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verified exact
arxiv_id, observed 2026-06-29T22:34:01.960099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-29T22:27:37.631870Z digest=sha256:04b55e26ab6c7a09fcf0dd4d0b368321aac720b41a0b70595ec43234f1c24cee

Observation dcfce75b-4cec-43fc-86ce-95bd46b71223 · inbound

Explainable Forensics of Manipulated Segments in Untrimmed Long Videos cites this paper.

Explainable Forensics of Manipulated Segments in Untrimmed Long Videos TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 9

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verified exact
arxiv_id, observed 2026-07-01T22:56:21.023156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-28T14:49:11.015838Z digest=sha256:ac4a7a03627e4b46e1e50d2ab5965cc2c60e04b8ffcd2d882f6ee5163643de4f

Observation 2ac717e9-6e7d-4f39-8657-e1e5d06c45ab · inbound

Towards One-to-Many Temporal Grounding cites this paper.

Towards One-to-Many Temporal Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 28

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metadata mismatch
arxiv_id, observed 2026-07-02T12:16:57.680042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-28T02:11:48.455492Z digest=sha256:28cbcf282c8e1259544f49d3c81be539ac326b5f3d34b2d5756adfeda9cf2d6f

Observation f2c9639d-15ba-4aa4-a322-ed7ed8509621 · inbound

Video-Text Temporal Localization via Multi-Scale Convolution and Dynamic Routing cites this paper.

Video-Text Temporal Localization via Multi-Scale Convolution and Dynamic Routing TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 72

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unresolved
no resolver link, observed 2026-07-11T08:55:44.783824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:55:44.783824Z digest=sha256:48db249ece82d52106ecf00d9b75342117bc90f774772d24d34e9200b32918f5

Observation 0f191f38-52b1-4434-b46c-e62bf6de952e · inbound

Your VLM Already Knows When: Training-Free Temporal Grounding by Asking Yes or No cites this paper.

Your VLM Already Knows When: Training-Free Temporal Grounding by Asking Yes or No TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 8

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unresolved
no resolver link, observed 2026-08-12T00:13:21.276988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:13:21.276988Z digest=sha256:0e6765776aa43aecb9c2ed2a592fedce6ebc429a0ca1da8859d1fe97a371f975