Paper Citation Record · LEDGER

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone

As of 20 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2511.15927.

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

pith.paper-citation-record.v1
2511.15927 v4

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T21:20:37.610849Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

38 of 38 outbound references displayed

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verified fuzzy0
unresolved38
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22317898-47e0-41dd-8365-959ec39cff38 · outbound

This paper cites GPT-4 Technical Report.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:33.721967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8818d1a-f148-49c9-ac88-dcd017b4916b · outbound

This paper cites an unresolved cited work.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:37.610849Z

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Observation b55a9ebb-52b9-4379-b24d-845383d44715 · outbound

This paper cites A cheaper and better diffusion language model with soft-masked noise.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone A cheaper and better diffusion language model with soft-masked noise

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.255170Z

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Observation 2e408d14-baf8-453f-bbc8-05971c5312be · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.318430Z

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Observation 60ec5ed0-64e6-4810-b69a-d0a5625e074e · outbound

This paper cites Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.467266Z

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Observation 7a578d28-e2f5-4437-a423-68607535e08e · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.561539Z

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Observation 8c66ecec-820b-48ea-9b75-fc94c6817ef9 · outbound

This paper cites Training Compute-Optimal Large Language Models.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Training Compute-Optimal Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.645253Z

Source-reported events for the cited work

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Observation c4e7e634-43cc-45bd-96cd-b6581796ebbe · outbound

This paper cites VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.761212Z

Source-reported events for the cited work

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Observation 2a094343-faed-4989-9198-906a3f79bce5 · outbound

This paper cites Mercury: Ultra-Fast Language Models Based on Diffusion.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Mercury: Ultra-Fast Language Models Based on Diffusion

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.887984Z

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Observation ae2c70c2-3910-4598-9592-f0f2e8a40436 · outbound

This paper cites Diffuspec: Unlocking diffusion language models for speculative decoding.arXiv preprint arXiv:2510.02358, 2025a.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Diffuspec: Unlocking diffusion language models for speculative decoding.arXiv preprint arXiv:2510.02358, 2025a

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:35.051086Z

Source-reported events for the cited work

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Observation fd424eaa-f268-4133-8067-c20c5ba218d0 · outbound

This paper cites A Survey on Diffusion Language Models.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone A Survey on Diffusion Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:35.167864Z

Source-reported events for the cited work

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Observation f552320c-69fe-4cd5-b1ca-d8166ed47a8a · outbound

This paper cites LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:35.291038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f539f8b9-e2d9-4bc2-87d0-6fcbff0a5d20 · outbound

This paper cites Vision mamba: A comprehensive survey and taxonomy.IEEE Transactions on Neural Networks and Learning Systems, 2025a.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Vision mamba: A comprehensive survey and taxonomy.IEEE Transactions on Neural Networks and Learning Systems, 2025a

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:35.383719Z

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Observation 9493dd07-a51c-4254-85f7-ecb47e6eecdb · outbound

This paper cites dKV-Cache: The Cache for Diffusion Language Models.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone dKV-Cache: The Cache for Diffusion Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:35.469650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2604ad3-2ba4-4eea-b05f-36ff83f289fc · outbound

This paper cites Training optimal large diffusion language models.arXiv preprint arXiv:2510.03280,.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Training optimal large diffusion language models.arXiv preprint arXiv:2510.03280,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:35.620610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c90c32-673a-41a9-a16e-9c853dd149b7 · outbound

This paper cites Large Language Diffusion Models.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Large Language Diffusion Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:35.779755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0decc5a1-c83f-4c57-80af-b3b71b18ae9d · outbound

This paper cites Apriel-h1: Towards efficient enterprise reasoning models.arXiv preprint arXiv:2511.02651,.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Apriel-h1: Towards efficient enterprise reasoning models.arXiv preprint arXiv:2511.02651,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:35.960149Z

Source-reported events for the cited work

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Observation f2b419b7-c859-4e1e-8197-cd1cc952b0b8 · outbound

This paper cites Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:36.123584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f0cecbb-2d18-4a71-81d6-0c269c73e31a · outbound

This paper cites How efficient are diffusion language models? a critical examination of efficiency evaluation practices.arXiv preprint arXiv:2510.18480,.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone How efficient are diffusion language models? a critical examination of efficiency evaluation practices.arXiv preprint arXiv:2510.18480,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:36.274592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b207ab99-40e1-4900-99ba-4c57fc9ef63f · outbound

This paper cites Advancing Intelligent Sequence Modeling: Evolution, Trade-offs, and Applications of State-Space Architectures from S4 to Mamba.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Advancing Intelligent Sequence Modeling: Evolution, Trade-offs, and Applications of State-Space Architectures from S4 to Mamba

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:36.531085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e262035-57f1-48ea-b82c-5c7f0c92e345 · outbound

This paper cites DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:36.640298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 048ae446-3460-4335-ad18-06fba1f5b319 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone LLaMA: Open and Efficient Foundation Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:36.711613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed9f442b-1837-4e9d-a88d-69973043bd51 · outbound

This paper cites A Systematic Analysis of Hybrid Linear Attention.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone A Systematic Analysis of Hybrid Linear Attention

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:36.774366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0a8dbb5-30af-44c2-943a-fb7e41d63bb7 · outbound

This paper cites Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:36.811629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 638a541f-5b88-4673-8151-edb334bea874 · outbound

This paper cites Visual Mamba: A Survey and New Outlooks.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Visual Mamba: A Survey and New Outlooks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:36.912809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82f75f09-ef89-4a53-893b-5fd898c9cf55 · outbound

This paper cites Gated Delta Networks: Improving Mamba2 with Delta Rule.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Gated Delta Networks: Improving Mamba2 with Delta Rule

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:37.083516Z

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Observation a90c127d-1911-459b-a98f-745e09f3a48c · outbound

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

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Dream 7B: Diffusion Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:37.240159Z

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Observation aafa9204-ce67-4991-a974-153511cb7e89 · outbound

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

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:37.466929Z

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Observation 73d6e007-626c-440c-acd8-ba40846cb89f · outbound

This paper cites Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:37.542843Z

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Observation 49ab84e1-f9a9-48b3-bb11-c090793019c2 · outbound

This paper cites MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.201020Z

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Observation f55e4474-e844-4ab9-a3af-122a7c9e88e3 · outbound

This paper cites A Survey on Efficient Inference for Large Language Models.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone A Survey on Efficient Inference for Large Language Models

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:37.375152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b264eec3-3e32-4134-83dd-6b7cbe322aac · outbound

This paper cites Can a suit of armor conduct electricity? a new dataset for open book question answering.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Can a suit of armor conduct electricity? a new dataset for open book question answering

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:35.535953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df51371e-5463-4ffc-ab33-7e64f68ea5e1 · outbound

This paper cites Apriel-Nemotron-15B-Thinker.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Apriel-Nemotron-15B-Thinker

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:36.399591Z

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Observation 4522996c-1fbb-44a4-a21b-2df230a32157 · outbound

This paper cites Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901,.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901,

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.132808Z

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Observation 636db738-0b7c-44ba-9722-bca5c55ea702 · outbound

This paper cites Hybrid Architectures for Language Models: Systematic Analysis and Design Insights.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Hybrid Architectures for Language Models: Systematic Analysis and Design Insights

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:33.878474Z

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Observation b4e52c14-eac5-4589-bf70-347d103e50d8 · outbound

This paper cites Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:33.808196Z

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Observation 4b7bc6fb-b3be-4da7-8518-64ab6496c972 · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.394984Z

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Observation 5b5e4834-e7fa-4450-b62d-2122592db34c · outbound

This paper cites Characterizing the Behavior of Training Mamba-based State Space Models on GPUs.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Characterizing the Behavior of Training Mamba-based State Space Models on GPUs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.027247Z

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Pith citing papers

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