Paper Citation Record · LEDGER

DPad: Efficient Diffusion Language Models with Suffix Dropout

As of 24 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 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 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-24T06:31:00.690269+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T06:49:09.078266Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

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 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 2026-07-24T06:31:00.690269+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 2026-07-24T06:31:00.690269+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 2026-07-24T06:31:00.690269+00:00.

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 2026-07-24T06:31:00.690269+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 2026-07-24T06:31:00.690269+00:00.

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 2026-07-24T06:31:00.690269+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 2026-07-24T06:31:00.690269+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 2026-07-24T06:31:00.690269+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 2026-07-24T06:31:00.690269+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 2026-07-24T06:31:00.690269+00:00.