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Paper Citation Record · LEDGER

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 95 inbound Pith citation observations for arXiv:2503.09573.

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

pith.paper-citation-record.v1
2503.09573 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 95 of 95 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 95 of 95 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:40:56.935203Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2206e577-baa2-45ad-9401-d9e0a19764cf · inbound

Large Language Diffusion Models cites this paper.

Large Language Diffusion Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 32

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arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:42:54.279353Z digest=sha256:cafa34bda133c56325e62496f65621d321a2e108aceb8d1710e94dfa4a634ed0

Observation a26fd22d-d674-4687-8954-08130b9ee588 · inbound

The Serial Scaling Hypothesis cites this paper.

The Serial Scaling Hypothesis Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 4

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local_arxiv, observed 2026-05-19T04:12:02.521437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-19T04:08:11.344622Z digest=sha256:20cc4845632be048b1016c1670fcdc4229b2c84919d0a31328c70057f482309f

Observation 669026f8-571c-4b69-8670-2ddff6d1a4cd · inbound

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference cites this paper.

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 26

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local_arxiv, observed 2026-05-15T16:17:50.298389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T16:17:50.215935Z digest=sha256:26d469e46211703acad73e0e58fd7a52c2e51f1ad373604462366106e31dc676

Observation 50056ac3-3d2b-4f74-83f8-882aa78c1b46 · inbound

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

Dream 7B: Diffusion Large Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

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arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T16:25:53.143469Z digest=sha256:e75b5c2224f02ad5555b40fc7a8d045e6b1f6135bede8ee7999a828c10f29c9c

Observation 276f1b83-1210-412d-bc03-e4c529fa0052 · inbound

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

Diffusion Language Models Know the Answer Before Decoding Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

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local_arxiv, observed 2026-05-18T20:31:50.302618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T20:30:58.012632Z digest=sha256:fc554dd4fd59dcff29af31c5b9077bf1823f82f658622aabf491f76f2bfec0a6

Observation f519578f-6d0c-42a4-9fad-e2c806f21169 · inbound

Set Block Decoding is a Language Model Inference Accelerator cites this paper.

Set Block Decoding is a Language Model Inference Accelerator Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2025

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:24:23.990590Z digest=sha256:eda24fad26f2e7b5fda26403a41ea0476e35a85da27dc671096b8a9742a75f05

Observation c2a8deb7-0d77-46e3-8cc2-b40afd9c582d · inbound

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models cites this paper.

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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no resolver link, observed 2026-08-04T22:56:05.137183Z

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source=pdf_text observed=2026-08-04T22:56:05.137183Z digest=sha256:d95c9e61166818f0f39f24de519c8569de6f802365c0531122cb813518ba5598

Observation 14acb672-cd8b-490d-8867-f6d8f7bcca49 · inbound

A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.

A Survey of Reinforcement Learning for Large Reasoning Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 23

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local_arxiv, observed 2026-05-18T00:02:24.864199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-18T00:02:24.352947Z digest=sha256:8ac012301ea9a4f7af3308ce7e940a6c556db09a60f1636fc3db4eafdc55f4c3

Observation 838f53d7-1d37-416f-81a3-6bb488cabc1d · inbound

Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs cites this paper.

Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 4

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no resolver link, observed 2026-08-04T15:58:12.350189Z

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source=arxiv_source observed=2026-08-04T15:58:12.350189Z digest=sha256:f74ae55a33b1b325e84a639dff5f1292cb4648efab3108b29a6521cd1436d84c

Observation 88614b02-fe73-4d5e-af40-b224d1a1e1ed · inbound

Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces cites this paper.

Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

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local_arxiv, observed 2026-05-21T21:15:38.749940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-21T21:14:54.053177Z digest=sha256:ea7cc31f9fa2ce2151465d3703f1d98b5374fa192d452d11f0cda9ea1fc74802

Observation b877514e-6b52-4650-83da-7a3c5fe86721 · inbound

CANDI: Hybrid Discrete-Continuous Diffusion Models cites this paper.

CANDI: Hybrid Discrete-Continuous Diffusion Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

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no resolver link, observed 2026-08-04T08:09:16.692530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T08:09:16.692530Z digest=sha256:1129bc4b97925a7786e0c5199d453e1fc2d794bb35b886262fa262a9b4e1a055

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

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone cites this paper.

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

Reference 2023

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T21:20:33.808196Z digest=sha256:e72de70d5737c33779e4824eed6af701e3e23de677df9cf9674c9fbbca341a8c

Observation 217fc623-bbd4-451b-b89a-10a60c93f970 · inbound

PartDiffuser: Part-wise 3D Mesh Generation via Discrete Diffusion cites this paper.

PartDiffuser: Part-wise 3D Mesh Generation via Discrete Diffusion Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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local_arxiv, observed 2026-05-21T18:40:29.085674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-21T18:37:14.113436Z digest=sha256:bef464398360372a3be470da30f04680223b872597b51f53021c856ab433fa6b

Observation 540eb984-4783-4852-879f-6cd0e5772386 · inbound

PartDiffuser: Part-wise 3D Mesh Generation via Discrete Diffusion cites this paper.

PartDiffuser: Part-wise 3D Mesh Generation via Discrete Diffusion Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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no resolver link, observed 2026-08-03T20:41:15.021272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:41:15.021272Z digest=sha256:858eaba4be03d97687c950cbce300a7f0a0d9c1a38fe195fc74a4fb808e2c5d6

Observation d4741637-f49c-4f19-9d02-c3605ed5f3d8 · inbound

BIFE: Better Interaction, Fewer Errors for Minute-Long Video Generation cites this paper.

BIFE: Better Interaction, Fewer Errors for Minute-Long Video Generation Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

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no resolver link, observed 2026-08-03T19:41:55.863051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T19:41:55.863051Z digest=sha256:105b0f944ccc33d777fa829eb443561abca1e3bb2e4f2b81d32aa76757dc45c2

Observation 2e5f1d29-7e7a-4fb7-b411-955f2a7ea27c · inbound

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models cites this paper.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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no resolver link, observed 2026-08-03T16:21:31.275013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:21:31.275013Z digest=sha256:d4e53b1929f734b1fe91fd4d174eb9f888c0eeb6be98d52f0ac78bd63c28e7d7

Observation 4a360b42-8951-49de-8d62-51f429324315 · inbound

Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed cites this paper.

Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 5

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local_arxiv, observed 2026-05-16T22:31:19.374154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-16T22:29:08.669964Z digest=sha256:e5d45bc7b2f49c1cf0e54aaa853327495ae3d7589122e534c0c5ed843389e4e3

Observation 4175717d-ae91-498e-aca3-67f837348599 · inbound

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

LLaDA2.0: Scaling Up Diffusion Language Models to 100B Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T18:53:20.911374Z digest=sha256:2c23d723948555b4088a55275e0f911cbc149d22b135c32f95e2c01e9fc52ec2

Observation 9cf1c0a8-be81-4cc9-9ce9-63ca673df3d7 · inbound

Training-Trajectory-Aware Token Selection cites this paper.

Training-Trajectory-Aware Token Selection Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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local_arxiv, observed 2026-05-22T11:41:29.606458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-22T11:41:21.275802Z digest=sha256:dc16c025b457443ac507e7031e2425245a78a78f7287c715afdb495cac6efbce

Observation 09bba678-c319-4bb1-9fa2-81911ff8b447 · inbound

T$^\star$: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning cites this paper.

T$^\star$: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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no resolver link, observed 2026-08-03T10:09:21.516069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T10:09:21.516069Z digest=sha256:4db45fb3898281edb74b5db2facc4698dd565231542b9f1a163d7a46dc370349

Observation 56d28c24-267c-4fd4-aea1-ecb94dc4584a · inbound

Streaming-dLLM: Accelerating Diffusion LLMs via Suffix Pruning and Dynamic Decoding cites this paper.

Streaming-dLLM: Accelerating Diffusion LLMs via Suffix Pruning and Dynamic Decoding Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2023

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source=pdf_text observed=2026-08-03T08:14:35.255475Z digest=sha256:f3b4b58f6265abe3281b386b577455d1ce5c9fbe4ae20c487e46bfed627b3e41

Observation 4d7e8586-52af-43b0-8959-4e8b0e109f5c · inbound

NPU Design for Diffusion Language Model Inference cites this paper.

NPU Design for Diffusion Language Model Inference Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 13

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local_arxiv, observed 2026-05-16T10:00:49.701931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-16T09:59:29.891220Z digest=sha256:4ab144d69278e2a5056ee57939f0e8ba2b627bcf45c81e9292e924f69ed2223b

Observation 543a8aa8-8e6e-4122-b600-b5461a6ab7bf · inbound

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels cites this paper.

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2023

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:05:24.818873Z digest=sha256:dcec6e0e96d8eac71354fbc12e9f60ed9a7dc29b9136c8dba176531cedf5f394

Observation 60cfd2e8-c1df-4e11-9a05-7dbeb4cb268f · inbound

MAGE: All-[MASK] Block Already Knows Where to Look in Block Diffusion LLM cites this paper.

MAGE: All-[MASK] Block Already Knows Where to Look in Block Diffusion LLM Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2025

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no resolver link, observed 2026-08-02T23:20:47.908473Z

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source=pdf_text observed=2026-08-02T23:20:47.908473Z digest=sha256:264d8f0d66a36d140dbc4e45d677708a5f1d12fdeaebfac15dfa8d9afdc9a309

Observation c0ba932a-7af8-4c75-9e46-cab1b0d3672f · inbound

Discrete Stochastic Localization for Non-autoregressive Generation cites this paper.

Discrete Stochastic Localization for Non-autoregressive Generation Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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local_arxiv, observed 2026-05-22T11:36:28.895376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-22T11:36:24.506077Z digest=sha256:4218892e8185248077d6bad1b06947dd33cafe48cc83734cd31cf4ba03ad7678

Observation d8ad6320-ddc6-4e07-bc3b-95470ccdee0b · inbound

DODO: Discrete OCR Diffusion Models cites this paper.

DODO: Discrete OCR Diffusion Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 7

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no resolver link, observed 2026-08-02T22:27:39.856165Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T22:27:39.856165Z digest=sha256:e887454f38af4d9bde7a7273ad56d9b728a8f9d4bb325b399a3199c2db85ce36

Observation bc4650ba-3a04-4d6a-8820-3350df2f9fb4 · inbound

Is Your Diffusion Sampler Actually Correct? A Sampler-Centric Evaluation of Discrete Diffusion Language Models cites this paper.

Is Your Diffusion Sampler Actually Correct? A Sampler-Centric Evaluation of Discrete Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2026

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no resolver link, observed 2026-08-02T21:39:42.336691Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T21:39:42.336691Z digest=sha256:bbe4c99ea74197919b34ab768d67de64474a3fd20b95e1f46a6ebfcceece1b5a

Observation 6495d162-bfc0-4acd-8dd7-0da116fb6007 · inbound

MetaState: Persistent Working Memory Enhances Reasoning in Discrete Diffusion Language Models cites this paper.

MetaState: Persistent Working Memory Enhances Reasoning in Discrete Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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no resolver link, observed 2026-08-02T19:44:41.741080Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:44:41.741080Z digest=sha256:3b9299ab79a83bee8f7ebd8b26371cdd871453f782d615df63d98dc71bda3412

Observation 1d6f53f4-dd11-4fa8-948e-47821e09d667 · inbound

Reinforcement Learning for Diffusion LLMs with Entropy-Guided Step Selection and Stepwise Advantages cites this paper.

Reinforcement Learning for Diffusion LLMs with Entropy-Guided Step Selection and Stepwise Advantages Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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local_arxiv, observed 2026-05-15T12:40:00.211227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T12:38:02.339424Z digest=sha256:f93efaef6edd4909e39bea969ed6ffdaac4afa83157c8e82a6fb6a88a13ab2d2

Observation b8f02295-77d3-4147-9ac6-0c5cb5d0258f · inbound

LightningRL: Breaking the Accuracy-Parallelism Trade-off of Block-wise dLLMs via Reinforcement Learning cites this paper.

LightningRL: Breaking the Accuracy-Parallelism Trade-off of Block-wise dLLMs via Reinforcement Learning Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2025

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no resolver link, observed 2026-08-03T02:38:06.591593Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T02:38:06.591593Z digest=sha256:ca35cdd16ba86dd3ebfd274819f266cd590b49c0b1d11f7fefcd5d6fd662d66a

Observation 370bae7e-cb99-4492-b329-9f82fd89a12c · inbound

Fast-dVLA: Accelerating Discrete Diffusion VLA to Real-Time Performance cites this paper.

Fast-dVLA: Accelerating Discrete Diffusion VLA to Real-Time Performance Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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verified exact
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T00:27:35.706107Z digest=sha256:a2dce1e6018f3f82a877ffcb9a433c14cfa9655a712b2d7af2340964a5766eb2

Observation 4829eb2a-6f8a-4f22-aa28-c6993fa45988 · inbound

S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculation cites this paper.

S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculation Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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no resolver link, observed 2026-07-13T18:04:43.103159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T18:04:43.103159Z digest=sha256:589d097670b68281a22c60db2597b10dbaec110d1629e6cc05b4f269ee3b176c

Observation ab904f89-02a5-4c2e-91b7-3d937c16eb20 · inbound

Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models cites this paper.

Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

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metadata mismatch
local_arxiv, observed 2026-05-16T07:47:33.112274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-16T07:43:45.415485Z digest=sha256:0cd990106d309ea21d48330068095c2a731be6504ef2cb63707ef37c7eefab87

Observation 3d8a3724-0882-4fbd-b299-1d97e184071d · inbound

Generative Frontiers: Why Evaluation Matters for Diffusion Language Models cites this paper.

Generative Frontiers: Why Evaluation Matters for Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

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arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T20:11:51.361909Z digest=sha256:b0172da518fce96e2b09415c7b54a7ef7e62338a1697cb8e2561a93b644ff8b2

Observation 9690c88b-a408-4393-b9c4-84da48e7b2e1 · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T17:58:17.880199Z digest=sha256:3bafe01333cc63483ec9d9d7c7fd2d4780acbad725b28959117f81bfeb7b0c50

Observation 823b42af-7b71-47e1-a1f3-98a013338578 · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-19T16:47:40.180455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T16:46:56.743268Z digest=sha256:d7a3b78578b053c86f304bff2d0406101549b326b7153149e30c3bff84aebd7d

Observation f06d0c72-0d0a-4bc9-ad38-a9e90ef553bb · inbound

Attention-Based Sampler for Diffusion Language Models cites this paper.

Attention-Based Sampler for Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T10:17:07.507416Z digest=sha256:c1372cd1a052d57737ae2b990218ecd4a3ed59cfdc4a00a8bbaa457f2d00ee6c

Observation 3615b3e3-175d-41ae-b908-53dc8284bb84 · inbound

LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling cites this paper.

LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T16:26:53.241071Z digest=sha256:33290e38275d2138072ac7e7dae4e899e956984adbfe30924c91e9439f4fad05

Observation 27450791-1bdb-42aa-bd20-ce56f12f5c3d · inbound

BARD: Bridging AutoRegressive and Diffusion Vision-Language Models Via Highly Efficient Progressive Block Merging and Stage-Wise Distillation cites this paper.

BARD: Bridging AutoRegressive and Diffusion Vision-Language Models Via Highly Efficient Progressive Block Merging and Stage-Wise Distillation Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T14:28:47.505755Z digest=sha256:b3c08040c1ab85261d4a1c1c6d45bda46bd0b943342252a4e2b05712b0778b7c

Observation 11d30741-fee3-4911-87c5-89892f2656c0 · inbound

Stability-Weighted Decoding for Diffusion Language Models cites this paper.

Stability-Weighted Decoding for Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T06:12:37.804816Z digest=sha256:763c683960cd4f38dfdf0017619cda2157e7fd9cc1745d23dac27e292d0c5054

Observation 242cc3ac-754d-4fe6-985f-c5a8b8abe56d · inbound

One Pass for All: A Discrete Diffusion Model for Knowledge Graph Triple Set Prediction cites this paper.

One Pass for All: A Discrete Diffusion Model for Knowledge Graph Triple Set Prediction Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T05:11:15.653424Z digest=sha256:e14acc2c0e78c454320c0638998d8a24fa6f6b6fdc088a7bd481ae0663cb0fec

Observation f95f5590-0ec0-4ab7-8be2-d1896b54213a · inbound

NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization cites this paper.

NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-10T05:56:52.205196Z digest=sha256:260ae13123303e4979b8b8c73f62c04ac21a366717dc83bbedd0cc60dc49c6ef

Observation fc7936ad-da40-4eaf-ba73-164c37b6b8d1 · inbound

ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving cites this paper.

ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 87

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-08T16:06:47.108382Z digest=sha256:d710cd0b6b4061cf4e014a4f22972a5a704c74bd276ba4446a214071c27d6264

Observation d4e98d85-0010-4a40-bad0-66cefca005e5 · inbound

ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving cites this paper.

ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 87

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T01:48:36.105389Z digest=sha256:0792f3bb50d0221a563ec20341e88704a46f2cc572ef8f991fb7eaafb377ce12

Observation 07fef04e-ba4f-43e6-9c23-0197e0f18c29 · inbound

TextLDM: Language Modeling with Continuous Latent Diffusion cites this paper.

TextLDM: Language Modeling with Continuous Latent Diffusion Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T02:16:34.725872Z digest=sha256:709cf11db0e3554437f221a91b143db9d6ad115b505f91d30626dcaf71af8784

Observation a9dfd671-b371-41d2-9197-ad573600a13a · inbound

DARE: Diffusion Language Model Activation Reuse for Efficient Inference cites this paper.

DARE: Diffusion Language Model Activation Reuse for Efficient Inference Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-12T03:24:00.494716Z digest=sha256:c4b55dfc58f71567fbaaf7a34d5fcc754fdfe34afacd0733b3aa8b7a6dc3d5cd

Observation 83f1c3e0-3ee0-42cb-99bf-c241609311f2 · inbound

FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation cites this paper.

FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-12T02:20:25.071428Z digest=sha256:ac66b35410a317d197eb82aa315fff36e1f0a794fcfb5ab9a2555437888afe77

Observation 58df8b08-5569-4e19-b870-2de04b899fb2 · inbound

FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation cites this paper.

FlashAR: Efficient Post-Training Acceleration for Autoregressive Image Generation Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T05:54:24.248910Z digest=sha256:779b5171802424fe7f8cf97a9c79d7c0a5b057b8b26a5cf81b6c08100a7f37a9

Observation b4b17724-1231-448b-8e5f-4ba36ff27ec7 · inbound

BitLM: Unlocking Multi-Token Language Generation with Bitwise Continuous Diffusion cites this paper.

BitLM: Unlocking Multi-Token Language Generation with Bitwise Continuous Diffusion Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T01:54:23.273159Z digest=sha256:fc12951c5e1839270f5cc6ab5068c4b179d6efdced97f584be5f232d72c864ca

Observation 508d6d8e-6810-4cbc-8e5a-587ab362a04e · inbound

Differences in Text Generated by Diffusion and Autoregressive Language Models cites this paper.

Differences in Text Generated by Diffusion and Autoregressive Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T20:59:06.804446Z digest=sha256:b14ca96e651a2d7a0c44e29b9bf3bec59d8c9c0460be259e545da7508d1a56c8

Observation 332c6676-3342-478a-8cb3-f3a41b87c031 · inbound

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion cites this paper.

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T19:49:16.478833Z digest=sha256:06358dade7efaf18ebf9a848b9f5e0285662d6994f9cedcf3dff78bf8b641e10

Observation 96d39063-625d-46ba-940f-2c5e65f5551a · inbound

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion cites this paper.

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-20T21:39:03.398408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T21:37:58.464075Z digest=sha256:a17773f90df241fe855ab8583860cf97e132645dead52d5c613dc66450b5078d

Observation 601eb16b-8085-4999-ac54-81595903dfcc · inbound

Support Before Frequency in Discrete Diffusion cites this paper.

Support Before Frequency in Discrete Diffusion Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 29

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T10:59:41.530185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-15T05:49:01.858271Z digest=sha256:c3ad177a2e20cec4a216a658de1703005036372bd87ccb0d63c674eaac1a85cb

Observation 4a05ac26-39b0-446b-aed6-e6d380fe8d48 · inbound

Dynamic Chunking for Diffusion Language Models cites this paper.

Dynamic Chunking for Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-20T19:43:43.960643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-20T19:40:20.179436Z digest=sha256:f659a0e3dea39d70e7477800073161fe62161c62b2c5c915c3259598d47968b2

Observation 60190132-46df-415b-b6cb-0e16c3c633af · inbound

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models cites this paper.

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-25T06:00:23.355399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-25T05:58:38.285214Z digest=sha256:ea6d218887414728b82c6d057aa0333f76e18b2f60c0fe0fc4a043c93a92ad3c

Observation 15c22ee7-77e1-41ef-a1fe-af6b907cc5e0 · inbound

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models cites this paper.

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-06-30T17:24:57.472550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-30T17:19:17.567336Z digest=sha256:95d159ad014de2b254dc9305454d220a282fd7bb6df672f05b3336b7efd68d1a

Observation afd4c43d-6134-496d-b8b5-f79d74e06952 · inbound

Fast-dDrive: Efficient Block-Diffusion VLM for Autonomous Driving cites this paper.

Fast-dDrive: Efficient Block-Diffusion VLM for Autonomous Driving Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-25T05:06:38.520920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-25T05:00:58.024124Z digest=sha256:e443a6f1193575d44ae9d39bc24ac8063362d44aba7111b97db4b8d37453b46b

Observation 01a3a4a3-89f3-42e3-9f95-6ca9f5cb9dc9 · inbound

Fast-dDrive: Efficient Block-Diffusion VLM for Autonomous Driving cites this paper.

Fast-dDrive: Efficient Block-Diffusion VLM for Autonomous Driving Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-06-30T16:35:12.261573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T16:34:21.422620Z digest=sha256:12bac10b331722d9f1bcd438c52774ffe3148fbc14111a65c16d3844be652543

Observation 1098aa02-d73c-48f5-a71b-d95f3c065515 · inbound

Optimus: Elastic Decoding for Efficient Diffusion LLM Serving cites this paper.

Optimus: Elastic Decoding for Efficient Diffusion LLM Serving Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 5

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T00:24:04.278742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T00:15:58.082725Z digest=sha256:16c98d4faa8c180522ae556738c0880ebb4a707d6709f2981e1b0e2118faf4e1

Observation 0d274950-a842-4e5c-82c6-0aedf80fcd90 · inbound

GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models cites this paper.

GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-06-29T08:53:16.375638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:44:53.969301Z digest=sha256:284045058af74c2e575d47d1ee0eb023a9cd5457dd8d14034aad5663284ee6eb

Observation e94516bc-c579-4903-bb8e-a800ec72ee65 · inbound

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting cites this paper.

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-06-29T08:53:15.734216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T08:51:11.662084Z digest=sha256:4474e4fabcaccc01ed5de5d74720d2598693e0adb9d8a2ebd2359ed9011de0c9

Observation 1ed51a00-070f-4f8f-b6ab-43b1859cc301 · inbound

AMix-2: Establishing Protein as a Native Modality in Large Language Models cites this paper.

AMix-2: Establishing Protein as a Native Modality in Large Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-06-28T20:12:37.738086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T20:05:06.168933Z digest=sha256:258cf89d0f9fad3d342e459c4608d05b39bb5460ef3b6880f6b40aba47576a71

Observation 1b66f17f-2bdc-4955-ac4e-b629aa1c4f78 · inbound

MaskForge: Structure-Aware Adaptive Attacks for Jailbreaking Diffusion Large Language Models cites this paper.

MaskForge: Structure-Aware Adaptive Attacks for Jailbreaking Diffusion Large Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:56:24.369626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T13:43:51.171443Z digest=sha256:ce0e6f342abe1b6014018a6749cea327679c15ea185c884e8858c2dfef1b5fdf

Observation 11ac5a1e-f4b7-4856-a75c-bcef15e7a2a3 · inbound

Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models cites this paper.

Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 44

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T08:16:47.261536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-28T06:20:27.041099Z digest=sha256:6ba4ea536eac56332b1c3a312ff8d5f0a723627b29dd06b72e343e63a51c6289

Observation 0bb9a4a8-5bef-48f5-8065-8a38293d6501 · inbound

SemBlock: Semantic Boundary Dynamic Blocks for Diffusion LLMs cites this paper.

SemBlock: Semantic Boundary Dynamic Blocks for Diffusion LLMs Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T08:16:48.091025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-28T06:13:11.835742Z digest=sha256:35643944474a174971e13a55dfa315affda5d8ff63e3b78c93dbe96e2d873e5e

Observation 3a620bc0-7f5c-4a1e-87b3-9a7fe1374b91 · inbound

Data-Efficient Autoregressive-to-Diffusion Language Models via On-Policy Distillation cites this paper.

Data-Efficient Autoregressive-to-Diffusion Language Models via On-Policy Distillation Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-07-02T13:26:58.857307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T01:21:52.821813Z digest=sha256:46c0f26e512cc19cf4554c40ab6b35e9173c238d1f77db36bc325f96dc2fd9dc

Observation 5143cf55-58f6-4aac-a4f7-c2ddf5ec02cf · inbound

Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics cites this paper.

Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T22:27:26.102237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T18:53:01.285453Z digest=sha256:3d637c5168d80edcc24c6ced804890c99372f7b18105c8d861b021238557960c

Observation 7ab07ae3-0594-4e04-8679-f02e9857ac83 · inbound

Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics cites this paper.

Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-04T04:51:22.957075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:51:22.957075Z digest=sha256:00b75f8979f6bc6262b1b104423f8e83f28d56f72cdcb9f020dc9e38354d9c7d

Observation 124b9027-ca08-4101-bf50-39119cf86396 · inbound

Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models cites this paper.

Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 38

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T22:57:26.571778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-27T18:31:21.493677Z digest=sha256:84337581e81e80457892722e5daef70c6b1a07e9b51a0f7c674f0e773bb698c9

Observation e66dce89-1e21-41e9-924a-7c0469bac73d · inbound

Continuous Language Diffusion as a Decoder-Interface Problem cites this paper.

Continuous Language Diffusion as a Decoder-Interface Problem Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-06-27T18:31:07.719584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T18:27:10.422343Z digest=sha256:c7ae68ab71f441b32e52bcad795338e6097d7c8dd4d85b99fb633efc7844d5ad

Observation 0da20678-28bd-43c0-bc0f-e504b88395c0 · inbound

Unified Energy for Invariant and Independent Decoding in Diffusion Language Models cites this paper.

Unified Energy for Invariant and Independent Decoding in Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-07-03T01:07:29.858827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T16:51:04.460958Z digest=sha256:16c281be5a6e9e938cde5b9078ec8596ba84d1f706d9d1a9fba55b993cffe99b

Observation b190dc88-1ae2-4bbf-8c66-38ac1d9719ff · inbound

Re-evaluating Confidence Remasking in Masked Diffusion Language Models cites this paper.

Re-evaluating Confidence Remasking in Masked Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-07-03T09:17:48.789889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:25:09.995616Z digest=sha256:aa265e924dac5be7867db4aa0679e96613399ec52a4c8ce242ecd58b7e719211

Observation 3f798c8b-7f23-4c6c-b2c3-e7d176ffaa3b · inbound

Learning from the Self-future: On-policy Self-distillation for dLLMs cites this paper.

Learning from the Self-future: On-policy Self-distillation for dLLMs Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-07-03T20:28:55.662294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T01:20:14.919054Z digest=sha256:8a8dbfbed3bcd65c7286203e2bffb8688b87b581c63bf957f10b279f2354acfb

Observation 8e7c1e7f-5db0-43b1-bddf-ac065ae29731 · inbound

Where to Place the Query? Unveiling and Mitigating Positional Bias in In-Context Learning for Diffusion LLMs via Decoding Dynamics cites this paper.

Where to Place the Query? Unveiling and Mitigating Positional Bias in In-Context Learning for Diffusion LLMs via Decoding Dynamics Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T09:25:40.566752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T09:07:12.704643Z digest=sha256:2b8a39bdee7bf19b1550810c6ddf75cc705205af23b107b62cf0bd279bfababf

Observation 90da2b02-fc92-4495-a5c0-ad6a164b4cbf · inbound

Beyond the Autoregressive Horizon: A Comprehensive Survey of Diffusion Models, World Modelling, and State Space Models for Code cites this paper.

Beyond the Autoregressive Horizon: A Comprehensive Survey of Diffusion Models, World Modelling, and State Space Models for Code Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-13T00:11:14.270668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T00:11:14.270668Z digest=sha256:53734f30092b45a65b00d9720ca7303b95615ed90da49f46ddc731a64bf70aaf

Observation 0b59e1ee-961e-4927-861a-8a04cc6851ec · inbound

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models cites this paper.

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T19:50:11.370128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-25T20:57:30.765802Z digest=sha256:84ec262ebe4fc06511750419e548d258fa6d56e7f582b6667797afdb42509fec

Observation fd621818-41e0-4320-a99d-1029f23cfe7a · inbound

Nemotron-Labs-TwoTower: Diffusion Language Modeling with Pretrained Autoregressive Context cites this paper.

Nemotron-Labs-TwoTower: Diffusion Language Modeling with Pretrained Autoregressive Context Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T13:09:50.506687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-26T05:29:39.893868Z digest=sha256:728e826bb4b10f7bc6573c175571bd1db3fc4280f599bbbc980f072a6de8cd73

Observation b5fe36d0-867e-44e2-ae96-6ddcbdfe2852 · inbound

Nemotron-Labs-TwoTower: Diffusion Language Modeling with Pretrained Autoregressive Context cites this paper.

Nemotron-Labs-TwoTower: Diffusion Language Modeling with Pretrained Autoregressive Context Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T06:45:29.755825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-01T06:38:45.331174Z digest=sha256:23fd603e6a1449ee1f3fd4b069f6150ae41a0f18e785dd6c41a7d2cf211e8e32

Observation 8d05a79c-0d91-435f-be81-4358f492eb36 · inbound

Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation cites this paper.

Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T17:35:51.760106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T03:31:47.800514Z digest=sha256:69d72237e15e14800fd0d01be7b2405237a7f33887c4b438b44b29848e646f49

Observation 34fbcd42-9e27-42a5-8a81-af5cefb74c7b · inbound

Multi-Block Diffusion Language Models cites this paper.

Multi-Block Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-06-30T08:54:29.531591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-30T08:53:31.494892Z digest=sha256:ca0fe729378431928adabedf7ca6ad2723ecff1cfbac81e6eb01f9c86d8a4e20

Observation b52870c9-aabd-4a34-9e8b-8ab11013c09f · inbound

Multi-Block Diffusion Language Models cites this paper.

Multi-Block Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T07:05:28.274704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-01T07:04:06.161855Z digest=sha256:6dda366e047f0211889cbd286690f9a61880ebe7bfd21ba4720a69cc45e4c9ee

Observation 5fc60ce0-20dc-4754-99fb-e9ec19cab5eb · inbound

DELTA-TTS: Adapting Autoregressive Model into Diffusion Language Model for Text-to-Speech cites this paper.

DELTA-TTS: Adapting Autoregressive Model into Diffusion Language Model for Text-to-Speech Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-11T21:24:36.925360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T21:24:36.925360Z digest=sha256:2126bd751fc9a8233dd8b5aaf181403d80447e340139d9c79c59a4dd670e37c8

Observation d0d38315-f789-4ec7-a02b-fca74364a3b6 · inbound

Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers cites this paper.

Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-11T13:03:39.236118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T13:03:39.236118Z digest=sha256:3a3aba493a6516732d55f7561e8505db14cf45dcc1669551712df5c3be5ab805

Observation f16595ae-ec73-47dc-aa13-748c83fc176c · inbound

Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers cites this paper.

Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-14T16:21:05.570023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T16:21:05.570023Z digest=sha256:db7fc3164bfda3fb298bb5944a37dfa8083cc0d735f3da6a1e2d3fa09a11caaa

Observation 113d8003-9586-474a-b9e3-454947404480 · inbound

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding cites this paper.

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-07-11T03:07:51.074849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-11T03:04:12.500342Z digest=sha256:b62e64db0c03602c10bccda9a31a921c85749795f22737f130e5cb10c797caf7

Observation a12c31c7-f26a-48cb-8dfc-8826dd353956 · inbound

Trees from Marginals: Autoregressive drafting with factorized priors cites this paper.

Trees from Marginals: Autoregressive drafting with factorized priors Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-07-10T21:57:38.523276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T21:49:34.512370Z digest=sha256:063cd4d477860ce34e557e93274865f1a82611a8bac25f88b3dbd75dc97f4112

Observation 6c43fd58-0f3e-4df8-a94e-af7ba7ee286c · inbound

Polestar: Drift-Aware Cache Calibration and Token Commitment for Efficient Inference of Diffusion LLMs cites this paper.

Polestar: Drift-Aware Cache Calibration and Token Commitment for Efficient Inference of Diffusion LLMs Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T14:46:37.681268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:46:37.681268Z digest=sha256:23dafc28f99982191070fa4ffafd87bc2a63b147942c42166536a2fbabed9958

Observation ffeb7b85-9160-4e9b-93aa-7a8b21f2f205 · inbound

Seeing the End at Step Zero: Accelerating Diffusion MLLMs via MLP Sparsity-Aware Truncation cites this paper.

Seeing the End at Step Zero: Accelerating Diffusion MLLMs via MLP Sparsity-Aware Truncation Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T01:48:49.319647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T01:48:49.319647Z digest=sha256:0962a9209a54b4acfe6853397a8716b29fb4048702715a57cd04a9636e268595

Observation c135aa80-7d95-483d-a156-1694dde42bbb · inbound

Mask-Aware Policy Gradients for Diffusion Language Models cites this paper.

Mask-Aware Policy Gradients for Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-01T23:55:54.434994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:55:54.434994Z digest=sha256:6c230d014fdc7e1a43c07ad87c330b7e0cf550b409df2b940fabf6a7385395e4

Observation 64be16ac-8e63-468f-9222-d113ebbab585 · inbound

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL cites this paper.

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T14:50:08.686098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:50:08.686098Z digest=sha256:1f0cf22c9bb32defd31daa0671790c95d8898dd1917cfba358bd481c47cd31af

Observation dab937e3-9c69-4e39-8be0-c797e1bfccfd · inbound

Hierarchical Domain Generalization cites this paper.

Hierarchical Domain Generalization Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 134

Resolution
unresolved
no resolver link, observed 2026-08-01T20:54:15.410902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T20:54:15.410902Z digest=sha256:22cae5d19fe7ef014bcd949f654b580871c7111bccf3c38cbc08a701fdb25109

Observation ecb8394c-f209-4ca6-93e9-005edaaad5d7 · inbound

FlowBlock: Wavefront-Parallel Decoding for Self-Correcting Diffusion Language Models cites this paper.

FlowBlock: Wavefront-Parallel Decoding for Self-Correcting Diffusion Language Models Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T17:28:54.651753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T17:28:54.651753Z digest=sha256:e56f7a0b4e86f20f876529a2f9da1e3be191d653cef6242197ea32f53a14661b

Observation 67a72afe-2c6f-43e7-94fb-5e384dc0a5c2 · inbound

Context-weighted Discrete Flow Matching cites this paper.

Context-weighted Discrete Flow Matching Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T07:34:05.468795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T07:34:05.468795Z digest=sha256:9a39acf16d5f1468c74ef921aa0c4b2bd2d0ca65ae6c0d4558450d6344b3ac36

Observation 9b034150-8c6f-4db0-bc91-7a53a13529fa · inbound

Escaping Confidence Trap: Evolutionary Decoding for Mathematical Reasoning in Diffusion LLMs cites this paper.

Escaping Confidence Trap: Evolutionary Decoding for Mathematical Reasoning in Diffusion LLMs Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T00:36:13.079919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:36:13.079919Z digest=sha256:3173911f35f5013bfabdf822cda0dbd0292dcfaf66d75c69b2aa96c51a24904d

Observation ee53dec2-a776-4abe-9b2a-638a2ea38f62 · inbound

WAM-Diff2: Hierarchical AR-to-Diffusion Distillation for Highly Efficient Autonomous Driving VLA cites this paper.

WAM-Diff2: Hierarchical AR-to-Diffusion Distillation for Highly Efficient Autonomous Driving VLA Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T00:40:56.935203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:40:56.935203Z digest=sha256:48d7dc3bcc26329a792d743bc893a4e929eb2372a7850ff679d6ca09342d991d