Paper Citation Record · LEDGER

DPad: Efficient Diffusion Language Models with Suffix Dropout

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2508.14148.

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

pith.paper-citation-record.v1
2508.14148 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:16:45.284829Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation fea269c2-453b-4bc7-a620-8b0a931d07e8 · inbound

Diffusion Language Models Know the Answer Before Decoding cites this paper.

Diffusion Language Models Know the Answer Before Decoding DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-18T20:31:50.391723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89e1f977-b28b-462f-a63f-dbe36c0f51b0 · inbound

FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models cites this paper.

FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T13:36:24.767622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f6a826f3-e088-4091-ba4a-ef46784f83f0 · inbound

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit cites this paper.

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-18T09:11:10.016216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 50d966e2-88f4-4e1f-8f9f-ac878e806116 · inbound

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit cites this paper.

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T11:16:45.284829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a47703d5-4114-4050-a20f-0cfd3600b978 · inbound

A Comprehensive Study on Visual Token Redundancy for Discrete Diffusion-based Multimodal Large Language Models cites this paper.

A Comprehensive Study on Visual Token Redundancy for Discrete Diffusion-based Multimodal Large Language Models DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T21:31:34.198790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9db0ff1c-aa25-4edf-a769-e6e5fc120d49 · inbound

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models cites this paper.

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T06:48:05.974133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d59b3921-b861-4374-83d4-93cc4dd8f2a9 · inbound

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

LLaDA2.0: Scaling Up Diffusion Language Models to 100B DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-14T18:53:20.966735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3730f49c-1b7e-4abc-8a5f-cfd38d5ea4b6 · inbound

TEAM: Temporal-Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration cites this paper.

TEAM: Temporal-Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:50:28.196160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b7120613-787a-4a7f-b2c5-df4fb4cd1846 · inbound

TEAM: Temporal-Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration cites this paper.

TEAM: Temporal-Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T06:08:58.997042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb13b14f-e773-447b-832c-7249b2cab64e · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:45:56.062341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5a25185-7b8d-482d-ba72-d1cb68246ad9 · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:47:40.008037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4865e2bb-80f1-45d5-9ebc-3f7b33e67a72 · inbound

Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models cites this paper.

Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:18:31.299152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bdc65799-209c-49af-bb6c-f6f9771fbd3a · inbound

Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models cites this paper.

Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:49:05.335077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 93a67e2d-c66d-466a-9f82-87e484f5ac3b · inbound

Elastic-dLLM: Position Preserving Context Compression and Augmentation of Diffusion LLMs cites this paper.

Elastic-dLLM: Position Preserving Context Compression and Augmentation of Diffusion LLMs DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:13:17.873409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8d685bb0-af02-4e47-9f34-9ef10a0e7ded · inbound

LaCache: Exact Caching and Precision-Adaptive Inference for Diffusion Large Language Models cites this paper.

LaCache: Exact Caching and Precision-Adaptive Inference for Diffusion Large Language Models DPad: Efficient Diffusion Language Models with Suffix Dropout

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T01:01:51.808443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.