Paper Citation Record · LEDGER

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion

As of 11 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2608.03974.

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

pith.paper-citation-record.v1
2608.03974 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:52:49.796613Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact3
verified fuzzy18
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f9a67ef3-0d64-44ad-8bde-47b501c5c7b9 · outbound

This paper cites Happyhorse 1.0.https://happy-horse.ai/docs/basic-usage, 2026.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Happyhorse 1.0.https://happy-horse.ai/docs/basic-usage, 2026

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:54.427345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0685b7df-5f0a-4063-9c6a-6a0045c0af1c · outbound

This paper cites L., Ma, S., Zeng, Y., Liu, Z., Xu, Y., Shen, Y., and Chen, Q.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion L., Ma, S., Zeng, Y., Liu, Z., Xu, Y., Shen, Y., and Chen, Q

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:54.254923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fdf7bb28-a685-48a1-9fa7-8e472a44a713 · outbound

This paper cites Bernini: Latent Semantic Planning for Video Diffusion.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Bernini: Latent Semantic Planning for Video Diffusion

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-05T04:52:50.883963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bed6402d-5f3f-4646-97d8-cb0cb2982a09 · outbound

This paper cites Seedance 2.0: Advancing Video Generation for World Complexity.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Seedance 2.0: Advancing Video Generation for World Complexity

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:44.823021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22479809-414c-4294-85a2-661a8f58a52c · outbound

This paper cites Diffusion forcing: Next-token prediction meets full-sequence diffusion.Advances in Neural Information Processing Systems, 37:24081–24125, 2024.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Diffusion forcing: Next-token prediction meets full-sequence diffusion.Advances in Neural Information Processing Systems, 37:24081–24125, 2024

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:54.035726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ea38c761-5a97-4a42-ad70-4430f218d306 · outbound

This paper cites SkyReels-V2: Infinite-length Film Generative Model.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion SkyReels-V2: Infinite-length Film Generative Model

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:44.989091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b084a86-1acf-4564-8057-0be92e5e6692 · outbound

This paper cites Vino: A unified visual generator with interleaved omnimodal context.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Vino: A unified visual generator with interleaved omnimodal context

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:45.085826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83029b3-d85b-4171-ac60-ab5295ea5979 · outbound

This paper cites LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:45.182457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84a262ec-0c2b-461a-826d-fc83012204a8 · outbound

This paper cites Lucy edit: Open-weight text-guided video editing.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Lucy edit: Open-weight text-guided video editing

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:53.824255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation af7dcb4d-3957-4868-a9f1-6141370ff7de · outbound

This paper cites Streamdiffusionv2: A streaming system for dynamic and interactive video generation.arXiv preprint arXiv:2511.07399, 2025.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Streamdiffusionv2: A streaming system for dynamic and interactive video generation.arXiv preprint arXiv:2511.07399, 2025

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:45.502457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ed94429-e3d0-443b-9efe-fb4717baf84c · outbound

This paper cites End-to-End Training for Autoregressive Video Diffusion via Self-Resampling.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion End-to-End Training for Autoregressive Video Diffusion via Self-Resampling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:45.653260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ecca0cf-9071-4aae-ac3e-d41da5f5c118 · outbound

This paper cites Openve-3m: A large-scale high-quality dataset for instruction-guided video editing.arXiv preprint arXiv:2512.07826, 2025.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Openve-3m: A large-scale high-quality dataset for instruction-guided video editing.arXiv preprint arXiv:2512.07826, 2025

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:45.751029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa584e4-b93a-4759-9b9b-5b689ef9a3a0 · outbound

This paper cites Streamingt2v: Consistent, dynamic, and extendable long video generation from text.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Streamingt2v: Consistent, dynamic, and extendable long video generation from text

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:53.626268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e8ebf6bf-ea77-4fba-819f-974086116b67 · outbound

This paper cites Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:46.044724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0680d49b-8951-4d43-a56c-9ced71b4be56 · outbound

This paper cites Vace: All-in-one video creation and editing.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Vace: All-in-one video creation and editing

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:53.448561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9b06feb3-660a-437d-8859-e907b2b0ba50 · outbound

This paper cites Kling o1 launches as the world’s first unified multi- modal video model.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Kling o1 launches as the world’s first unified multi- modal video model

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:53.226935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 799b3972-9cfd-4cd7-8e30-d34f900b6eb0 · outbound

This paper cites Kling ai 3.0 and video 3.0 omni.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Kling ai 3.0 and video 3.0 omni

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:53.000235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d03e6a0a-c656-4247-a127-3f010f1297d5 · outbound

This paper cites HP-Edit: A human-preference post-training framework for image editing.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion HP-Edit: A human-preference post-training framework for image editing

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:52.811194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 70feb3e1-e609-4459-9b46-35706747017a · outbound

This paper cites In-context learning with unpaired clips for instruction-based video editing.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion In-context learning with unpaired clips for instruction-based video editing

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:46.877791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8215bd8b-7ab1-40d8-97c4-7a04253fa613 · outbound

This paper cites Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:47.193522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90e6d1bf-a4a9-4578-9668-959926c1e6e3 · outbound

This paper cites Omniweaving: Towards unified video generation with free-form composition and reasoning.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Omniweaving: Towards unified video generation with free-form composition and reasoning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:47.256330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd3f90b-34fd-4399-bbc7-d7216e8153bd · outbound

This paper cites Pixverse launches v6, advancing ai video generation across creative and agentic workflows.https: //pixverse.ai/en/blog/pixverse-launches-v6-advancing-ai-video-generation , 2026.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Pixverse launches v6, advancing ai video generation across creative and agentic workflows.https: //pixverse.ai/en/blog/pixverse-launches-v6-advancing-ai-video-generation , 2026

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:52.604425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4a22bc8b-0fad-42f9-9b15-3869fd2ebd12 · outbound

This paper cites Fatezero: Fusing attentions for zero-shot text-based video editing.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Fatezero: Fusing attentions for zero-shot text-based video editing

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:52.414409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ffe7ae5e-25f0-4752-a5ac-e5ba5ad4723f · outbound

This paper cites CamEdit: Continuous camera parameter control for photorealistic image editing.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion CamEdit: Continuous camera parameter control for photorealistic image editing

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:52.189167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 508bc7e7-97af-4d74-aec0-5a33ba3fb979 · outbound

This paper cites Turbo2K: Towards ultra-efficient and high-quality 2K video synthesis.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Turbo2K: Towards ultra-efficient and high-quality 2K video synthesis

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:52.054813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation be4fac86-c544-42d1-8513-b8e7d02e35ca · outbound

This paper cites Runway aleph: A new way to edit, transform and generate video.https://runwayml.com/research/ introducing-runway-aleph, 2025.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Runway aleph: A new way to edit, transform and generate video.https://runwayml.com/research/ introducing-runway-aleph, 2025

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:51.854025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a1d9831c-9b66-4733-8cff-bafcf06a1d28 · outbound

This paper cites JoyAI-Image: Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion JoyAI-Image: Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:47.955953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea6b6f20-90f2-4ee0-810d-ea632e536aa2 · outbound

This paper cites MAGI-1: Autoregressive Video Generation at Scale.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion MAGI-1: Autoregressive Video Generation at Scale

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:48.150969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b089cff5-d530-4371-8b9e-05170215929c · outbound

This paper cites LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:48.357234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712e81ca-a89f-4179-ab3c-039df3dce6cf · outbound

This paper cites UniVideo: Unified Understanding, Generation, and Editing for Videos.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:48.552579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c799af65-d50d-4f97-9358-b78d0f5c2261 · outbound

This paper cites YOSE: You only select essential tokens for efficient DiT-based video object removal.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion YOSE: You only select essential tokens for efficient DiT-based video object removal

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:51.620576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a34425a4-4877-4f27-9fdf-03fc008dd3b4 · outbound

This paper cites Xmax x2.0: Real-time interactive video model.https://xmax.ai/, 2026.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Xmax x2.0: Real-time interactive video model.https://xmax.ai/, 2026

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:51.453442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3e975b9e-bac6-45fe-9d56-448cff17f666 · outbound

This paper cites LongLive: Real-time Interactive Long Video Generation.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion LongLive: Real-time Interactive Long Video Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:48.984508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e7b3924-9277-4b4b-9025-b909113a9592 · outbound

This paper cites UNIC: Unified In-Context Video Editing.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion UNIC: Unified In-Context Video Editing

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:49.121220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c1bb7ca-dfec-4c10-9ba5-3898b981071d · outbound

This paper cites Improved distribution matching distillation for fast image synthesis.Advancesin neural information processing systems, 37:47455–47487, 2024.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Improved distribution matching distillation for fast image synthesis.Advancesin neural information processing systems, 37:47455–47487, 2024

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:51.280637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d663ca78-aa9e-4d35-9a3b-a3fbadeb4dd0 · outbound

This paper cites T., Durand, F., Shechtman, E., and Huang, X.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion T., Durand, F., Shechtman, E., and Huang, X

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:52:51.076850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d873010f-fe49-4e6a-8e10-70c3af33f7c2 · outbound

This paper cites Helios: Real real-time long video generation model.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Helios: Real real-time long video generation model

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:49.502924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c4e5496-cf18-4387-9ff8-e09321f7374c · outbound

This paper cites Vidu S1: A Real-Time Interactive Video Generation Model.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Vidu S1: A Real-Time Interactive Video Generation Model

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-05T04:52:50.219179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c1b74f57-7404-434d-a45b-9ec2448a7024 · outbound

This paper cites SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-05T04:52:50.019014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 60ba23e5-e759-483f-97e7-92be47552989 · outbound

This paper cites Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:49.796613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.