Paper Citation Record · LEDGER

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models

As of 23 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2608.11742.

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

pith.paper-citation-record.v1
2608.11742 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:35:51.885425Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

25 of 25 outbound references displayed

verified exact1
verified fuzzy1
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80fe48fe-e570-4711-96a9-25610aee8b32 · outbound

This paper cites Program Synthesis with Large Language Models.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Program Synthesis with Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.800987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f09a73af-db32-4773-8f29-032485f5b88a · outbound

This paper cites LLaDA2.0: Scaling Up Diffusion Language Models to 100B.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.812827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b75d816-dc67-4a60-b47a-66698ee5e7e6 · outbound

This paper cites an unresolved cited work.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:35:52.918645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3a79092f-45af-486f-8312-2728a81405ce · outbound

This paper cites SDAR: A synergistic diffusion- autoregression paradigm for scalable sequence generation.CoRR, abs/2510.06303,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models SDAR: A synergistic diffusion- autoregression paradigm for scalable sequence generation.CoRR, abs/2510.06303,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.823669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18241816-9c0b-4935-a804-7bd8de2e8f39 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Training Verifiers to Solve Math Word Problems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.827153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90bd4f3b-8efb-4941-99cb-ccc5c797f9fe · outbound

This paper cites From bits to rounds: Parallel decoding with exploration for diffusion language models.CoRR, abs/2511.21103,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models From bits to rounds: Parallel decoding with exploration for diffusion language models.CoRR, abs/2511.21103,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.830352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08d28d73-5245-4e5c-9010-e075d35e5b67 · outbound

This paper cites Wide-in, narrow-out: Revokable decoding for efficient and effective dllms.CoRR, abs/2507.18578,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Wide-in, narrow-out: Revokable decoding for efficient and effective dllms.CoRR, abs/2507.18578,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.833781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87449543-6c90-4d57-9ee7-d433c0b560c8 · outbound

This paper cites KLASS: kl-guided fast inference in masked diffusion models.CoRR, abs/2511.05664,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models KLASS: kl-guided fast inference in masked diffusion models.CoRR, abs/2511.05664,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.836975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bef5687-5a43-473e-aa76-1ddec843e0e4 · outbound

This paper cites Why diffusion language models struggle with truly parallel (non-autoregressive) decoding?CoRR, abs/2602.23225,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Why diffusion language models struggle with truly parallel (non-autoregressive) decoding?CoRR, abs/2602.23225,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.840567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b792334f-0645-4dbc-aaf5-0a8c7a05d3cf · outbound

This paper cites Large Language Diffusion Models.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Large Language Diffusion Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.850436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f90c0838-a8e1-4d28-aadb-132512661d3f · outbound

This paper cites Accelerating dif- fusion large language models with slowfast sampling: The three golden principles.CoRR, abs/2506.10848,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Accelerating dif- fusion large language models with slowfast sampling: The three golden principles.CoRR, abs/2506.10848,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.854185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac12d01c-a759-478d-964e-b2d93b9afbc7 · outbound

This paper cites Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.857444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa6a5fb7-5493-46e3-954b-b751f6583f69 · outbound

This paper cites Free draft-and-verification: Toward lossless parallel decoding for diffusion large language models.CoRR, abs/2510.00294,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Free draft-and-verification: Toward lossless parallel decoding for diffusion large language models.CoRR, abs/2510.00294,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.861346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6be4b03d-44c5-4de0-91e3-a1033814dd74 · outbound

This paper cites Lopa: Scaling dllm inference via lookahead parallel decoding.CoRR, abs/2512.16229,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Lopa: Scaling dllm inference via lookahead parallel decoding.CoRR, abs/2512.16229,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.864677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57edc12-5694-4a86-88d9-8dd413cbd3c5 · outbound

This paper cites Qwen3 Technical Report.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Qwen3 Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.868026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab8559b-6c32-4644-a0f5-cbc276b0062d · outbound

This paper cites Dream 7B: Diffusion Large Language Models.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Dream 7B: Diffusion Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.871362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e65044-a65d-40fc-9f7a-0e9bb87cec73 · outbound

This paper cites Rejection mixing: Fast semantic propagation of mask tokens for efficient DLLM inference.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Rejection mixing: Fast semantic propagation of mask tokens for efficient DLLM inference

Reference 22

Resolution: verified exact; raw_fallback, observed 2026-08-16T00:35:52.047767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d4b5928e-bebf-48db-8a36-448218071f58 · outbound

This paper cites LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.878379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4de2d2e4-4dcb-4c37-8874-33f9a73bd6ac · outbound

This paper cites Accelerating masked image generation by learning latent controlled dynamics.CoRR, abs/2602.23996,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Accelerating masked image generation by learning latent controlled dynamics.CoRR, abs/2602.23996,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.881984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a95d5c7b-081b-4487-82f2-d65f627f490a · outbound

This paper cites KLASS (Kim et al., 2025), EB- Sampler (Ben-Hamu et al., 2025), and WINO (Hong et al.,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models KLASS (Kim et al., 2025), EB- Sampler (Ben-Hamu et al., 2025), and WINO (Hong et al.,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:52.897566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0b931ba7-5079-464a-a8f6-9ae1de4d294f · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Evaluating Large Language Models Trained on Code

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.820068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e97e7f7b-d7c6-46f6-bef8-af6397fa1f08 · outbound

This paper cites Learning to parallel: Accelerating diffu- sion large language models via adaptive parallel decoding.CoRR, abs/2509.25188,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Learning to parallel: Accelerating diffu- sion large language models via adaptive parallel decoding.CoRR, abs/2509.25188,

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.805045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d727041-d0ab-48d4-858b-44a10cd0118e · outbound

This paper cites DAWN: dependency-aware fast inference for diffusion llms.CoRR, abs/2602.06953,.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models DAWN: dependency-aware fast inference for diffusion llms.CoRR, abs/2602.06953,

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.847135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c7bb85-cd45-4f30-807c-53dbdf7a7191 · outbound

This paper cites Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.808578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83349fd1-f142-414f-bb4b-e9997659f49b · outbound

This paper cites Let’s verify step by step.

Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models Let’s verify step by step

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:51.843765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.