Paper Citation Record · LEDGER

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

As of 14 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 8 inbound Pith citation observations for arXiv:2602.02958.

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

pith.paper-citation-record.v1
2602.02958 v5

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T07:58:24.456859Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:18.44784+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:50:44.577839Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-29T22:54:01.098907Z

Reference resolution

21 of 21 outbound references displayed

verified exact11
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f389506c-294c-4613-aa30-edaa0925b485 · outbound

This paper cites Genie: Generative Interactive Environments.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Genie: Generative Interactive Environments

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.690404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 88730d19-f797-4fbf-b89d-8087c0c71659 · outbound

This paper cites SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:00:44.687440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 7e24e7ca-f2d1-4011-a993-91e43cc4fedd · outbound

This paper cites Matrix-game 2.0: An open-source real-time and streaming interactive world model.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Matrix-game 2.0: An open-source real-time and streaming interactive world model

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T08:00:44.652661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation ecd053f5-23d6-4af8-9b9d-3b73e6edd62f · outbound

This paper cites StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.683978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation e0a429e8-c682-48fe-8b71-6c0f71635fe7 · outbound

This paper cites Relic: Interactive video world model with long-horizon memory.arXiv preprint arXiv:2512.04040.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Relic: Interactive video world model with long-horizon memory.arXiv preprint arXiv:2512.04040

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.646559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 344d57a0-3b84-445f-b9f4-d73cb2e147a9 · outbound

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

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-16T08:00:44.680734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 17518d99-034c-4515-9726-e2b0bf2e9a12 · outbound

This paper cites GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:00:44.636266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 76071d9d-43e9-4def-a737-eae415b75c2e · outbound

This paper cites CommVQ: Commutative Vector Quantization for KV Cache Compression.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization CommVQ: Commutative Vector Quantization for KV Cache Compression

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:00:44.674074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation a127a3ae-393b-4aa4-9d14-8a632b43beb6 · outbound

This paper cites FreeLong++: Training-Free Long Video Generation via Multi-band SpectralFusion.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization FreeLong++: Training-Free Long Video Generation via Multi-band SpectralFusion

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:00:44.670329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation fc9bbcd3-c546-4a0c-a0db-7a83059e42dc · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Movie Gen: A Cast of Media Foundation Models

Reference 11

Resolution: malformed identifier; local_arxiv, observed 2026-05-16T08:00:44.666626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation fef51bea-a439-41e9-bfe4-da6d2c818c91 · outbound

This paper cites Motionstream: Real-time video gen- eration with interactive motion controls.arXiv preprint arXiv:2511.01266.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Motionstream: Real-time video gen- eration with interactive motion controls.arXiv preprint arXiv:2511.01266

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.660419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation a33a48c6-c31c-482d-91be-8453948b1cc6 · outbound

This paper cites History-Guided Video Diffusion.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization History-Guided Video Diffusion

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:00:14.880011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 44b77661-22ee-4dd1-9d1a-63a1025fda16 · outbound

This paper cites RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:00:44.639885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 30e358f7-1eaf-457f-8cbe-6b760f4c099d · outbound

This paper cites Longcat-video technical report.arXiv preprint arXiv:2510.22200.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Longcat-video technical report.arXiv preprint arXiv:2510.22200

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.643145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation f3825762-2121-44f2-91bd-3aebba8863d7 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Wan: Open and Advanced Large-Scale Video Generative Models

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-16T08:00:44.653008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation dd9ccffc-1869-4ec5-93e5-694d55861d8a · outbound

This paper cites HunyuanVideo 1.5 Technical Report.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization HunyuanVideo 1.5 Technical Report

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-16T08:00:44.696647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation b14e174c-2216-42b4-9311-00c1c05a1efa · outbound

This paper cites Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.646845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 1162fe68-6fc4-46db-ab32-deea1d25643a · outbound

This paper cites arXiv preprint arXiv:2504.12369 , year=.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization arXiv preprint arXiv:2504.12369 , year=

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:00:44.650119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation e3c7b157-bc6a-4af0-98c2-61d633914bb5 · outbound

This paper cites Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T08:00:44.693905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 55ec14e4-1856-435b-a143-a9a988edb5db · outbound

This paper cites From slow bidirectional to fast causal video generators.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization From slow bidirectional to fast causal video generators

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T08:00:44.656581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 3ea8887c-f5b0-4e80-b310-5b834236e31f · outbound

This paper cites RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers.

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:00:44.677685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Pith citing papers

Observation a3927740-fa61-46d0-ad94-a19809036269 · inbound

SAW-INT4: System-Aware 4-Bit KV-Cache Quantization for Real-World LLM Serving cites this paper.

SAW-INT4: System-Aware 4-Bit KV-Cache Quantization for Real-World LLM Serving Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-10T03:14:08.323070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 5f77a06a-d562-4a02-8907-a47b0453edec · inbound

Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory cites this paper.

Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-05-20T11:23:14.013734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation b3afb091-474f-41f8-a583-e217d9735442 · inbound

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

LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-05-20T11:03:13.291691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 427fbe71-04eb-497e-9378-8600685c9403 · inbound

Quantized Keys Steal Attention: Bias Correction for KV-Cache Compression in Video Diffusion cites this paper.

Quantized Keys Steal Attention: Bias Correction for KV-Cache Compression in Video Diffusion Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:54:01.101740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation c3e6132d-d245-46d6-aecd-0d9af8687ae4 · inbound

Future Forcing: Future-aware Training-free KV Cache Policy for Autoregressive Video Generation cites this paper.

Future Forcing: Future-aware Training-free KV Cache Policy for Autoregressive Video Generation Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:33:15.133347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 9e2bc925-fc2e-42f1-ad22-205c66899015 · inbound

OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation cites this paper.

OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-06-29T08:03:14.499030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:18.44784+00:00.

Observation 13b0cf51-86a6-4e58-8bbd-07a85fd67a47 · inbound

ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU cites this paper.

ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-01T13:16:17.286147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809efcc9-c5ff-49d1-b094-a56de27aaf89 · inbound

Recurrent Residual Quantization: A Progressive Multi-Precision Representation for LLMs cites this paper.

Recurrent Residual Quantization: A Progressive Multi-Precision Representation for LLMs Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.577839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.