Paper Citation Record · LEDGER

MotionLLM: Understanding Human Behaviors from Human Motions and Videos

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2405.20340.

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

pith.paper-citation-record.v1
2405.20340 v1

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 2026-08-14T06:32:32.682623+00:00

measured 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:28:29.402677Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:39:29.096987Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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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 6f6dfef2-cd9a-45d5-aff0-479e14399498 · inbound

Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body cites this paper.

Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T15:28:29.402677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5438a1b2-816d-41d1-a9a9-32d81d4ca416 · inbound

KinMo: Kinematic-aware Human Motion Understanding and Generation cites this paper.

KinMo: Kinematic-aware Human Motion Understanding and Generation MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T14:20:20.987065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a233246d-6ccd-4f84-8363-eeed5e8b1729 · inbound

Human Motion Instruction Tuning cites this paper.

Human Motion Instruction Tuning MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T13:13:18.222752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db136ff7-cbf6-4773-95b2-aaaff2250ae2 · inbound

VersatileMotion: A Unified Framework for Motion Synthesis and Comprehension cites this paper.

VersatileMotion: A Unified Framework for Motion Synthesis and Comprehension MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T12:17:48.174143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07729790-99de-4d0b-82e3-90bd3ef760d0 · inbound

Fleximo: Towards Flexible Text-to-Human Motion Video Generation cites this paper.

Fleximo: Towards Flexible Text-to-Human Motion Video Generation MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T10:13:40.506000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97492022-295e-4998-8e7d-6951bac0b6c7 · inbound

RMD: A Simple Baseline for More General Human Motion Generation via Training-free Retrieval-Augmented Motion Diffuse cites this paper.

RMD: A Simple Baseline for More General Human Motion Generation via Training-free Retrieval-Augmented Motion Diffuse MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T21:36:19.604526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efcda853-e0c6-4029-b4b2-8c04e5191e84 · inbound

CigTime: Corrective Instruction Generation Through Inverse Motion Editing cites this paper.

CigTime: Corrective Instruction Generation Through Inverse Motion Editing MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T20:47:38.174812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c189a07d-1a24-4638-b501-b92ab1a7af94 · inbound

Do Language Models Understand Time? cites this paper.

Do Language Models Understand Time? MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T12:47:17.084732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ca3ea59-49d4-4f91-802a-5c214e755715 · inbound

Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset cites this paper.

Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T21:22:52.371099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca6bcbf5-00b7-4aa8-8117-968ff3d1926c · inbound

MONA: Moving Object Detection from Videos Shot by Dynamic Camera cites this paper.

MONA: Moving Object Detection from Videos Shot by Dynamic Camera MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T16:27:06.184345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de743046-e7ae-48a9-87c3-59bfa99d8306 · inbound

HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding cites this paper.

HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T14:40:55.176113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d051129c-b82d-4049-80f4-6d83223506d9 · inbound

CASIM: Composite Aware Semantic Injection for Text to Motion Generation cites this paper.

CASIM: Composite Aware Semantic Injection for Text to Motion Generation MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T13:32:01.163004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 778a610e-bda4-495d-a79b-d180f7739efe · inbound

HuMoCon: Concept Discovery for Human Motion Understanding cites this paper.

HuMoCon: Concept Discovery for Human Motion Understanding MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:48:10.244869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05b0f365-19fe-4908-9250-23e6dc6569f5 · inbound

IKMo: Image-Keyframed Motion Generation with Trajectory-Pose Conditioned Motion Diffusion Model cites this paper.

IKMo: Image-Keyframed Motion Generation with Trajectory-Pose Conditioned Motion Diffusion Model MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:13.585941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ce634ec-3c2a-48dc-938a-0d2ab47f9bc8 · inbound

Multimodal Generative AI with Autoregressive LLMs for Human Motion Understanding and Generation: A Way Forward cites this paper.

Multimodal Generative AI with Autoregressive LLMs for Human Motion Understanding and Generation: A Way Forward MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T12:06:27.907738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b94232-4936-4c5b-83ae-3360eb5bea48 · inbound

AuroraLong: Bringing RNNs Back to Efficient Open-Ended Video Understanding cites this paper.

AuroraLong: Bringing RNNs Back to Efficient Open-Ended Video Understanding MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:48.674994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41e14b63-2c7c-442a-a5df-bdb37a9e620a · inbound

KptLLM++: Towards Generic Keypoint Comprehension with Large Language Model cites this paper.

KptLLM++: Towards Generic Keypoint Comprehension with Large Language Model MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T17:22:08.784420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7cd73b6-a9aa-41d4-97c9-144cc1f960c5 · inbound

Being-H0: Vision-Language-Action Pretraining from Large-Scale Human Videos cites this paper.

Being-H0: Vision-Language-Action Pretraining from Large-Scale Human Videos MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:45.839617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0d45bf0-6888-4ddc-82c2-125238f37983 · inbound

Being-M0.5: A Real-Time Controllable Vision-Language-Motion Model cites this paper.

Being-M0.5: A Real-Time Controllable Vision-Language-Motion Model MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T21:54:59.349922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a7c04f5-6443-4215-8b94-e45c166ae1ed · inbound

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes cites this paper.

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:09.468537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65a20522-797f-474f-bae5-05e15825bd9c · inbound

Hierarchical Motion Captioning Utilizing External Text Data Source cites this paper.

Hierarchical Motion Captioning Utilizing External Text Data Source MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T12:35:04.892673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05ee7cd5-197e-498a-9d01-c2db73514fbb · inbound

MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models cites this paper.

MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-17T05:59:08.668703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a3a45041-6704-43b5-98d6-654eeb4c829f · inbound

Superman: Unifying Skeleton and Vision for Human Motion Perception and Generation cites this paper.

Superman: Unifying Skeleton and Vision for Human Motion Perception and Generation MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T05:29:27.699878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca3d3740-6eab-443e-9fd9-2dfdf2a49c07 · inbound

UniMotion: A Unified Framework for Motion-Text-Vision Understanding and Generation cites this paper.

UniMotion: A Unified Framework for Motion-Text-Vision Understanding and Generation MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T20:17:37.389126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76407d53-ee9b-4346-81d1-5900af9b42db · inbound

Seeing Without Eyes: 4D Human-Scene Understanding from Wearable IMUs cites this paper.

Seeing Without Eyes: 4D Human-Scene Understanding from Wearable IMUs MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:21:07.101462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5735b75f-2e32-4b48-8fbb-c2bace7baf84 · inbound

MotionHiFlow: Text-to-motion via hierarchical flow matching cites this paper.

MotionHiFlow: Text-to-motion via hierarchical flow matching MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:36:10.922429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d25b8dc-0f5e-4756-b49e-222cac66069f · inbound

WirelessSenseLLM: Zero-Shot Human Activity Understanding by Bridging Wireless Signals and Human Language cites this paper.

WirelessSenseLLM: Zero-Shot Human Activity Understanding by Bridging Wireless Signals and Human Language MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:28:30.749765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b8cca54f-72ac-49c7-bfe2-839abf946976 · inbound

NextMotionQA: Benchmarking and Judging Human Motion Understanding with Vision-Language Models cites this paper.

NextMotionQA: Benchmarking and Judging Human Motion Understanding with Vision-Language Models MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:26:46.201459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 871a9618-42eb-4be6-9d14-4a500309b68d · inbound

Fine-grained Human Motion Understanding with Language Models cites this paper.

Fine-grained Human Motion Understanding with Language Models MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:39:29.100697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.