Paper Citation Record · LEDGER

HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2501.15111.

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

pith.paper-citation-record.v1
2501.15111 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:55:19.930713Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:20:06.340081Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
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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 0e9f303b-77b4-4360-9f91-55a7dd733807 · inbound

LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding cites this paper.

LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 94

Resolution: verified exact; arxiv_id, observed 2026-05-23T06:02:37.563253Z

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 6a2b2aea-b7d0-4516-80ab-a56c46060c39 · inbound

From Words to Waves: Analyzing Concept Formation in Speech and Text-Based Foundation Models cites this paper.

From Words to Waves: Analyzing Concept Formation in Speech and Text-Based Foundation Models HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:19.930713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6abf601-e5a5-40b6-998a-9d42fbc6d159 · inbound

HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context cites this paper.

HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:36:14.070930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fb4ef1b-8bbc-4fc1-86c2-1b82f69ac1de · inbound

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs cites this paper.

LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-06T22:24:36.656003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d8ab3f4-bcb6-4714-a34a-933d1bc3c8e0 · inbound

Grounding Intelligence in Movement cites this paper.

Grounding Intelligence in Movement HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-06T20:25:32.881282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e079e223-3733-428a-8926-77c04bf46313 · inbound

FaceLLM: A Multimodal Large Language Model for Face Understanding cites this paper.

FaceLLM: A Multimodal Large Language Model for Face Understanding HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T17:39:41.688863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 100cee19-04d4-461f-b53b-523d9ca1c7ac · inbound

Advancing the Foundation Model for Music Understanding cites this paper.

Advancing the Foundation Model for Music Understanding HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T05:49:55.526816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa56c0e6-2f13-4c61-8dc4-f259ad81b243 · inbound

Multimodal Large Language Models for End-to-End Affective Computing: Benchmarking and Boosting with Generative Knowledge Prompting cites this paper.

Multimodal Large Language Models for End-to-End Affective Computing: Benchmarking and Boosting with Generative Knowledge Prompting HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:24.540778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4402c2e6-7863-41c9-b114-689858367479 · inbound

Training-Free Multimodal Large Language Model Orchestration cites this paper.

Training-Free Multimodal Large Language Model Orchestration HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:12:54.107948Z

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 909bd532-5a03-4c10-b716-673949aa9b66 · inbound

Training-Free Multimodal Large Language Model Orchestration cites this paper.

Training-Free Multimodal Large Language Model Orchestration HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:05:30.643788Z

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 11cec45c-71e6-466f-97e3-23c5c3c0950d · inbound

C2F-Thinker: Coarse-to-Fine Reasoning with Hint-Guided Reinforcement Learning for Multimodal Sentiment Analysis cites this paper.

C2F-Thinker: Coarse-to-Fine Reasoning with Hint-Guided Reinforcement Learning for Multimodal Sentiment Analysis HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-15T13:55:53.282103Z

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 4062d7e7-479f-4d9f-a260-29c62f8a83aa · inbound

SVAgent: Storyline-Guided Long Video Understanding via Cross-Modal Multi-Agent Collaboration cites this paper.

SVAgent: Storyline-Guided Long Video Understanding via Cross-Modal Multi-Agent Collaboration HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:00:48.970344Z

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 95265503-a77e-4605-b5a6-f35c0d1754c7 · inbound

Watching Movies Like a Human: Egocentric Emotion Understanding for Embodied Companions cites this paper.

Watching Movies Like a Human: Egocentric Emotion Understanding for Embodied Companions HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 56

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:53:04.276506Z

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 3f0a8955-3999-4a65-b62d-a7cc1225d133 · inbound

AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers cites this paper.

AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:18:32.134430Z

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 a746a167-4cf3-491d-857e-f4a5e5deb2b7 · inbound

Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective cites this paper.

Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 283

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T11:51:03.220651Z

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 5bcc8013-624b-4b6c-b3b1-2f639fee0d58 · inbound

TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos cites this paper.

TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:15:56.047112Z

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 0c2ce232-45d3-46e7-92f1-58edd413481d · inbound

GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions cites this paper.

GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 91

Resolution: malformed identifier; arxiv_id, observed 2026-05-20T18:53:39.002635Z

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 fa6cc457-39d6-4973-b9a0-195c6e5ec81d · inbound

See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding cites this paper.

See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 109

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:13:16.342785Z

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 4ff8a9ec-fe22-4656-9a19-5af71dfaf5c6 · inbound

Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition cites this paper.

Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:19:39.200505Z

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 430b824a-7ecb-463d-b4af-de283cf666fe · inbound

Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition cites this paper.

Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:14:57.327465Z

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 85f127db-a05d-4fc2-868a-471b1e4a238a · inbound

Resonant Minds: Closed-Loop Social Avatars with Theory of Mind cites this paper.

Resonant Minds: Closed-Loop Social Avatars with Theory of Mind HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:36:56.204673Z

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 2b0317bc-baa6-490e-815f-2d0073361aed · inbound

AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs cites this paper.

AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:06:21.372188Z

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 69e6726e-d2c1-4fdf-91df-1ca81034a101 · inbound

CogniRoute: Learning to Route Social Evidence in Omni-Modal Models cites this paper.

CogniRoute: Learning to Route Social Evidence in Omni-Modal Models HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 93

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:49:30.398553Z

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 a89b4cd4-0ccc-4af1-9a1c-c3661f978015 · inbound

AVOC: Enhancing Hour-Level Audio-Video Understanding in Omni-Modal LLMs via Retrieval-Inspired Token Compression cites this paper.

AVOC: Enhancing Hour-Level Audio-Video Understanding in Omni-Modal LLMs via Retrieval-Inspired Token Compression HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:49:57.283536Z

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 8789fd0b-e0c6-4ee2-b437-9aeea8698f35 · inbound

Omni-Perception Policy Optimization for Multimodal Emotion Reasoning cites this paper.

Omni-Perception Policy Optimization for Multimodal Emotion Reasoning HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:20:06.342275Z

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 9152cc76-dd74-4f33-b421-a8b6edea5666 · inbound

InCarEmo: A Multimodal Dataset for In-Cabin Emotion Recognition and Driver State Monitoring cites this paper.

InCarEmo: A Multimodal Dataset for In-Cabin Emotion Recognition and Driver State Monitoring HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T01:25:09.040422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d47f81cc-cea3-4ad9-a62b-73d38c8f2d38 · inbound

Multi-Dimensional Quality Assessment for AI-Generated Human-Centric Videos: Dataset and Model cites this paper.

Multi-Dimensional Quality Assessment for AI-Generated Human-Centric Videos: Dataset and Model HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T20:07:41.111549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.