Paper Citation Record · LEDGER

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

As of 13 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 100 inbound Pith citation observations for arXiv:2310.16834.

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

pith.paper-citation-record.v1
2310.16834 v3

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 115 of 115 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 100 of 149 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:29:40.946373Z

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

15 of 15 outbound references displayed

verified exact1
verified fuzzy7
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

4
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 4cc56589-a6fe-4994-867c-175570242cef · outbound

This paper cites Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.870157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1e1f34c6-2f8c-4a34-8e8f-9800d4583443 · outbound

This paper cites org/CorpusID:23284154.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution org/CorpusID:23284154

Reference 2

Resolution: verified exact; doi, observed 2026-05-13T02:59:23.854009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cb6a1b2f-7121-44aa-a7f4-810a3bea73e8 · outbound

This paper cites org/CorpusID:2352990.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution org/CorpusID:2352990

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T02:59:23.885611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a80bfb8b-844b-4545-9efe-043147adb3d7 · outbound

This paper cites TESS: Text-to-Text Self-Conditioned Simplex Diffusion.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution TESS: Text-to-Text Self-Conditioned Simplex Diffusion

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.862870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1f3ff808-858d-401b-af26-07a795ca0e4f · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T02:59:23.866115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d55b1770-4800-4371-90b5-1c51bf7877e4 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T02:59:23.858855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 98addcde-0673-4dfc-845d-b41faecbc393 · outbound

This paper cites Generally, we can replace δx0 with a more general data distribution pdata, with the computation remaining the same.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution Generally, we can replace δx0 with a more general data distribution pdata, with the computation remaining the same

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T02:59:23.887746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7c376064-7409-44d1-b495-dc0e054b3096 · outbound

This paper cites an unresolved cited work.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-13T02:59:23.890069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 95988c61-ef83-4e31-88fb-f1a18ae214f9 · outbound

This paper cites My mother never lay outside her home.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution My mother never lay outside her home

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T02:59:23.892538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 038578e5-11f2-407b-9657-eafa08ac648a · outbound

This paper cites This application can help jump forward if you find it.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution This application can help jump forward if you find it

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T02:59:23.872623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 19653c6e-ff21-4751-b052-c5a865f3e9f4 · outbound

This paper cites prietary.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution prietary

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T02:59:23.874758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 31104d70-3199-49d0-a187-96fa60686ef7 · outbound

This paper cites an unresolved cited work.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-13T02:59:23.876944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 867c4e12-7797-4114-9300-a8bb375faac8 · outbound

This paper cites an unresolved cited work.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-13T02:59:23.879232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8417cfb0-18a1-4497-8547-cb9b9469506e · outbound

This paper cites They must pay you first, and it is the employee who pays you – however, that doesn’t mean they can claim money as trust just because they thought you needed it.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution They must pay you first, and it is the employee who pays you – however, that doesn’t mean they can claim money as trust just because they thought you needed it

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T02:59:23.881502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cf602d7a-850c-4e34-81ce-a7ed8545a88b · outbound

This paper cites preliminary reports suggest that a new cure to alzheimer’s disease and malaria may have been discovered.

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution preliminary reports suggest that a new cure to alzheimer’s disease and malaria may have been discovered

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T02:59:23.883624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation f0b0e368-a102-4cc3-ac33-248431df2aeb · inbound

Phase-aware Training Schedule Simplifies Learning in Flow-Based Generative Models cites this paper.

Phase-aware Training Schedule Simplifies Learning in Flow-Based Generative Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T18:29:40.946373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e901585b-fe14-4e92-a417-4df2eb295a81 · inbound

Simple Guidance Mechanisms for Discrete Diffusion Models cites this paper.

Simple Guidance Mechanisms for Discrete Diffusion Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T16:23:51.726663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c71bd467-dcdd-46b6-94df-917dc4bb56ac · inbound

Dual Diffusion for Unified Image Generation and Understanding cites this paper.

Dual Diffusion for Unified Image Generation and Understanding Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T23:02:07.783211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33101ca9-117a-44cf-90b9-ac4479580161 · inbound

Large Language Models to Diffusion Finetuning cites this paper.

Large Language Models to Diffusion Finetuning Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T14:01:55.570623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dd4821c-f423-440c-99a8-2ae28e7e8567 · inbound

Tractable Transformers for Flexible Conditional Generation cites this paper.

Tractable Transformers for Flexible Conditional Generation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T12:15:24.796554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58ea52dd-2943-4e78-bac0-599c4065a5a1 · inbound

DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra cites this paper.

DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T21:04:57.692224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ae88cc6-60b4-4640-9f83-10560c92bf2c · inbound

Large Language Diffusion Models cites this paper.

Large Language Diffusion Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation da770a7e-b490-4838-81d8-641dd388beb7 · inbound

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

dKV-Cache: The Cache for Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:09.558223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d82b0bc5-0eed-40cb-9ca8-be649f3cf5bb · inbound

Joint Relational Database Generation via Graph-Conditional Diffusion Models cites this paper.

Joint Relational Database Generation via Graph-Conditional Diffusion Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-22T13:14:53.341041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 321c5ef5-9bbb-4072-87f6-e4e2b9d2cd60 · inbound

LaViDa: A Large Diffusion Language Model for Multimodal Understanding cites this paper.

LaViDa: A Large Diffusion Language Model for Multimodal Understanding Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T14:59:36.613553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 918db65f-ad48-475b-8534-ed6a55c0051e · inbound

Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation cites this paper.

Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-22T01:34:30.359301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cc0772e2-6f9f-4390-8632-65add6188ad3 · inbound

Plug-and-Play Context Feature Reuse for Efficient Masked Generation cites this paper.

Plug-and-Play Context Feature Reuse for Efficient Masked Generation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:22.063083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ff2bb46-d12f-49f5-ad77-102765106b53 · inbound

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes cites this paper.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:58.427200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bacd2029-7a3f-4f70-b235-59663a18ac47 · inbound

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

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-16T04:28:02.380911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d52a8eea-250f-48ec-9890-442aa924ecd8 · inbound

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

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:40.429281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 146aecaf-662e-47b3-b189-f2c79c7896cb · inbound

Heisenberg-limited Hamiltonian learning continuous variable systems via engineered dissipation cites this paper.

Heisenberg-limited Hamiltonian learning continuous variable systems via engineered dissipation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:50.436447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17bb23a9-2d5e-4567-8ba5-389ecb4240eb · inbound

Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach cites this paper.

Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 150

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:50.181723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0701ce96-8b2c-4afa-8eab-461f73caaa93 · inbound

What Exactly Does Guidance Do in Masked Discrete Diffusion Models cites this paper.

What Exactly Does Guidance Do in Masked Discrete Diffusion Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:21:16.036070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 152ca41e-2c50-4069-8c27-efec7e600840 · inbound

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

Mercury: Ultra-Fast Language Models Based on Diffusion Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-17T02:05:18.909881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 938556c4-2558-4e6e-826a-28c6070926f2 · inbound

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search cites this paper.

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 189

Resolution: unresolved; no resolver link, observed 2026-08-07T05:07:40.281643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2567b8ef-f30d-48bc-9155-52592ba8f17c · inbound

Semantically Consistent Discrete Diffusion for 3D Biological Graph Modeling cites this paper.

Semantically Consistent Discrete Diffusion for 3D Biological Graph Modeling Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:42:34.048718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2fb9456-7366-424c-b15a-85ee72c20059 · inbound

Discrete Diffusion Models for Language Generation cites this paper.

Discrete Diffusion Models for Language Generation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T20:40:15.709512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01027e57-22a2-437d-b69d-ade7092b66a3 · inbound

Diffusion Decoding for Peptide De Novo Sequencing cites this paper.

Diffusion Decoding for Peptide De Novo Sequencing Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:25:49.545452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 578de1f7-6c96-4572-8a45-469a22632b51 · inbound

The Philosophy and Physics of Duality cites this paper.

The Philosophy and Physics of Duality Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T05:32:07.498721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91ce8c33-616c-4c4f-bb0a-61e988b96b9a · inbound

Any-Order Flexible Length Masked Diffusion cites this paper.

Any-Order Flexible Length Masked Diffusion Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T13:20:05.344203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6db1e3d-f177-4498-b7b4-303f588ee69c · inbound

LLaDA-VLA: Vision Language Diffusion Action Models cites this paper.

LLaDA-VLA: Vision Language Diffusion Action Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T22:55:29.961227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7fe1c9e-e88f-4cf0-aff4-a22ead08c788 · 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 Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T15:58:14.677354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 274dca69-0337-40e7-a784-0e0eb0d3c13c · inbound

Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation cites this paper.

Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T15:39:38.289219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 570796d0-4965-4597-ac41-a932e40a60f4 · inbound

GIFT: Guided Importance-Aware Fine-Tuning for Diffusion Language Models cites this paper.

GIFT: Guided Importance-Aware Fine-Tuning for Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T14:51:30.254676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bb3bda50-3aee-4690-8c1c-a77647d30c1a · inbound

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

Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-21T21:15:38.704303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 427dbacf-4f21-41d4-a38f-9bf31f6b94fa · inbound

Fine-Tuning Masked Diffusion for Provable Self-Correction cites this paper.

Fine-Tuning Masked Diffusion for Provable Self-Correction Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-04T13:15:31.728229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdea260c-3f86-4527-93f7-1c2d20df2a73 · inbound

Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner cites this paper.

Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-18T10:16:14.092457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c2a61b9d-0be1-44d2-9925-aa9fd33ef19e · inbound

Discrete State Diffusion Models: A Sample Complexity Perspective cites this paper.

Discrete State Diffusion Models: A Sample Complexity Perspective Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T10:23:01.011970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e0eaf2-0990-4052-ad66-292bca02a6b4 · inbound

Efficient Inference for Coupled Hidden Markov Models in Continuous Time and Discrete Space cites this paper.

Efficient Inference for Coupled Hidden Markov Models in Continuous Time and Discrete Space Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-18T07:16:02.058689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a326421a-5b4a-42cf-a980-6020aaebe1e6 · inbound

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

CANDI: Hybrid Discrete-Continuous Diffusion Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T08:09:19.195204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f10b11f9-6161-40e2-b920-75d1698c4166 · inbound

Latent Reasoning in TRMs is Secretly a Policy Improvement Operator cites this paper.

Latent Reasoning in TRMs is Secretly a Policy Improvement Operator Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:29.881012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e58941af-e7d3-4b9a-bd11-aaa7f1a7b367 · inbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:34.918576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 839bc025-726d-488a-bb51-c0d3cfd1c9fc · 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 Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:31:19.244953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 659d38ee-2ae3-4eda-853a-392783b1f878 · inbound

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models cites this paper.

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T09:03:18.890005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feec0f70-c198-4f0c-a622-5b95c8c93651 · inbound

A Diffusive Classification Loss for Learning Energy-based Generative Models cites this paper.

A Diffusive Classification Loss for Learning Energy-based Generative Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 5

Resolution: malformed identifier; local_arxiv, observed 2026-05-22T12:11:31.103843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1efaadda-0a68-4818-87e8-2df4674d259c · inbound

Just on Time: Token-Level Early Stopping for Diffusion Language Models cites this paper.

Just on Time: Token-Level Early Stopping for Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T06:06:06.645738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d65227c-6e76-4c3b-b7ad-4bf3d8c706ea · inbound

Continuous Diffusion Models Can Obey Formal Syntax cites this paper.

Continuous Diffusion Models Can Obey Formal Syntax Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.712811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf823d4d-789f-497b-b8da-0eb2e5960af7 · inbound

Flow Map Language Models: One-step Language Modeling via Continuous Denoising cites this paper.

Flow Map Language Models: One-step Language Modeling via Continuous Denoising Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-15T21:10:19.203854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9c79ff3b-50ff-4763-97ca-3be66d2db8a2 · inbound

Flow Map Language Models: One-step Language Modeling via Continuous Denoising cites this paper.

Flow Map Language Models: One-step Language Modeling via Continuous Denoising Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-21T12:24:10.468900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7d0a5979-9037-4891-b8c0-fc7c78655483 · 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 Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T21:39:43.195753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1ea49a-6f85-4fd4-8beb-d84fb3671db0 · 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 Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:42.746076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f38c050e-d594-469b-b00a-5661933755bd · inbound

A Comparative analysis of Layer-wise Representational Capacity in AR and Diffusion LLMs cites this paper.

A Comparative analysis of Layer-wise Representational Capacity in AR and Diffusion LLMs Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-15T15:06:10.075381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5f614f7d-da30-43f5-bdba-e70346e3d0f5 · inbound

A Comparative analysis of Layer-wise Representational Capacity in AR and Diffusion LLMs cites this paper.

A Comparative analysis of Layer-wise Representational Capacity in AR and Diffusion LLMs Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T05:57:08.003152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b7e68c4-d44a-4bca-aa5c-d7993401f007 · inbound

GeMPO: Generalized Measure Matching for Online Diffusion Reinforcement Learning cites this paper.

GeMPO: Generalized Measure Matching for Online Diffusion Reinforcement Learning Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-14T23:47:45.866615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8826ce70-ee98-4dba-a800-234d99f1f325 · 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 Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:40:00.260445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f34253df-297e-47f1-b97f-7313f24ddc90 · inbound

Diffusion Model for Manifold Data: Score Decomposition, Curvature, and Statistical Complexity cites this paper.

Diffusion Model for Manifold Data: Score Decomposition, Curvature, and Statistical Complexity Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-15T06:45:11.096634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48486f23-95e1-4a92-9a00-5652a1904b48 · inbound

MemDLM: Memory-Enhanced DLM Training cites this paper.

MemDLM: Memory-Enhanced DLM Training Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-15T00:43:24.490180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b8a44d21-51ad-424a-90e4-5ee8e942077b · 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 Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 19

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93588501-0827-4bf4-be81-21934f978c61 · 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 Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-16T07:47:32.999698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 453d4111-b5fc-425e-8ef0-608195a9720a · inbound

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

Generative Frontiers: Why Evaluation Matters for Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-13T20:13:12.733878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1114e621-6e1c-4d10-907c-50150b673304 · inbound

Unlocking Prompt Infilling Capability for Diffusion Language Models cites this paper.

Unlocking Prompt Infilling Capability for Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-13T17:33:02.479788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bb8e4f93-d4d4-40a1-ab82-80ca492ee432 · inbound

Thinking Diffusion: Penalize and Guide Visual-Grounded Reasoning in Diffusion Multimodal Language Models cites this paper.

Thinking Diffusion: Penalize and Guide Visual-Grounded Reasoning in Diffusion Multimodal Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c646834d-0d29-4c7d-bc8c-07c9b67ee392 · inbound

DiffuMask: Diffusion Language Model for Token-level Prompt Pruning cites this paper.

DiffuMask: Diffusion Language Model for Token-level Prompt Pruning Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 542339cc-9dc7-473b-9995-8875dfc13c99 · inbound

Uni-ViGU: Towards Unified Video Generation and Understanding via A Diffusion-Based Video Generator cites this paper.

Uni-ViGU: Towards Unified Video Generation and Understanding via A Diffusion-Based Video Generator Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 656782bc-684c-4618-b690-c9882e96eec2 · inbound

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

Attention-Based Sampler for Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:19:56.426080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 71387530-47d8-4c73-91c8-563a5d95ec28 · inbound

CAGenMol: Condition-Aware Diffusion Language Model for Goal-Directed Molecular Generation cites this paper.

CAGenMol: Condition-Aware Diffusion Language Model for Goal-Directed Molecular Generation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 27f473c7-7eeb-47ad-a183-ff02ec2a89dd · inbound

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

LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b4c5f9ca-127f-4284-975a-2ff9398752fc · inbound

Interpolating Discrete Diffusion Models with Controllable Resampling cites this paper.

Interpolating Discrete Diffusion Models with Controllable Resampling Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cc1766ca-e485-484e-86e1-9f4c4299df23 · inbound

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

NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f0d863b0-29ae-4cf8-888f-4ba2b2d7b7b8 · inbound

On the Quantization Robustness of Diffusion Language Models in Coding Benchmarks cites this paper.

On the Quantization Robustness of Diffusion Language Models in Coding Benchmarks Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b96c6f4c-21a9-4da9-9498-e2aeaa9946d7 · inbound

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model cites this paper.

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bcf13150-87f1-47ff-a327-fb3d77a1c43c · inbound

dWorldEval: Scalable Robotic Policy Evaluation via Discrete Diffusion World Model cites this paper.

dWorldEval: Scalable Robotic Policy Evaluation via Discrete Diffusion World Model Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ba375ecb-0c4d-4be0-80b4-bd558df98f7f · inbound

Dream-Cubed: Controllable Generative Modeling in Minecraft by Training on Billions of Cubes cites this paper.

Dream-Cubed: Controllable Generative Modeling in Minecraft by Training on Billions of Cubes Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b4eb7ccc-1bc7-4945-910c-31cadbefeb69 · inbound

DiscreteRTC: Discrete Diffusion Policies are Natural Asynchronous Executors cites this paper.

DiscreteRTC: Discrete Diffusion Policies are Natural Asynchronous Executors Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ead8338c-7fbb-4c46-8010-cff308e60cc8 · inbound

DiscreteRTC: Discrete Diffusion Policies are Natural Asynchronous Executors cites this paper.

DiscreteRTC: Discrete Diffusion Policies are Natural Asynchronous Executors Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-07-01T08:35:33.456521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6314b8d8-51d5-4a87-a0ed-abbb850ebb12 · inbound

Simple Self-Conditioning Adaptation for Masked Diffusion Models cites this paper.

Simple Self-Conditioning Adaptation for Masked Diffusion Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2b81419f-493f-4fd2-81aa-f2bfa69302f3 · inbound

GD4: Graph-based Discrete Denoising Diffusion for MIMO Detection cites this paper.

GD4: Graph-based Discrete Denoising Diffusion for MIMO Detection Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation db29f932-00b4-48a4-bbe5-7d3a664a4599 · inbound

StyleShield: Exposing the Fragility of AIGC Detectors through Continuous Controllable Style Transfer cites this paper.

StyleShield: Exposing the Fragility of AIGC Detectors through Continuous Controllable Style Transfer Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 42a8cffc-9560-4197-8f7f-0908968decb8 · inbound

Chainwash: Multi-Step Rewriting Attacks on Diffusion Language Model Watermarks cites this paper.

Chainwash: Multi-Step Rewriting Attacks on Diffusion Language Model Watermarks Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 09986010-df84-408f-b22d-070426030639 · inbound

Layer Collapse in Diffusion Language Models cites this paper.

Layer Collapse in Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2c7b45e4-75b4-4b13-8068-bca664e74dde · inbound

Layer Collapse in Diffusion Language Models cites this paper.

Layer Collapse in Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72a4a599-9bb3-44cc-9ece-73c9b03a0180 · inbound

A Unified Measure-Theoretic View of Diffusion, Score-Based, and Flow Matching Generative Models cites this paper.

A Unified Measure-Theoretic View of Diffusion, Score-Based, and Flow Matching Generative Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d1b32299-bbc4-410d-b5d9-67d483c52127 · inbound

Coupling Models for One-Step Discrete Generation cites this paper.

Coupling Models for One-Step Discrete Generation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d3884032-40c1-455f-90be-fb0e6a607d51 · inbound

Guidance Is Not a Hyperparameter: Learning Dynamic Control in Diffusion Language Models cites this paper.

Guidance Is Not a Hyperparameter: Learning Dynamic Control in Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 048b6b1b-ed5b-4004-bc7a-104154dcd34d · inbound

TrajDLM: Topology-Aware Block Diffusion Language Model for Trajectory Generation cites this paper.

TrajDLM: Topology-Aware Block Diffusion Language Model for Trajectory Generation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2b1fbd6f-b409-4ab9-8aec-e9288555915c · inbound

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

BitLM: Unlocking Multi-Token Language Generation with Bitwise Continuous Diffusion Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:59:23.894045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0c2a5113-13f0-42a6-83d2-2f12aa8d38e3 · inbound

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models cites this paper.

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:07:27.845654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 42cda952-f953-40bf-ab30-cb06174f89ab · inbound

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models cites this paper.

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:19:28.331693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ed266f15-1223-41f3-9bc4-7d417797db2c · inbound

Self-Distilled Trajectory-Aware Boltzmann Modeling: Bridging the Training-Inference Discrepancy in Diffusion Language Models cites this paper.

Self-Distilled Trajectory-Aware Boltzmann Modeling: Bridging the Training-Inference Discrepancy in Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-13T05:52:21.979488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 359d6aa5-b94e-4546-81fa-fdabad590be9 · inbound

Self-Distilled Trajectory-Aware Boltzmann Modeling: Bridging the Training-Inference Discrepancy in Diffusion Language Models cites this paper.

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-20T23:03:50.907556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 639b1753-6f6f-4867-99d0-26a183c34f42 · inbound

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

Differences in Text Generated by Diffusion and Autoregressive Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:59:27.180618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f2472675-8105-4c21-a303-d144b143f940 · inbound

Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing cites this paper.

Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:47:59.115107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 66380829-3b82-45b7-a8fb-d8981e4f1beb · inbound

JEDI: Joint Embedding Diffusion World Model for Online Model-Based Reinforcement Learning cites this paper.

JEDI: Joint Embedding Diffusion World Model for Online Model-Based Reinforcement Learning Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-14T19:37:51.900332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 032967a0-5de5-4770-90be-e39325e86c64 · inbound

Support Before Frequency in Discrete Diffusion cites this paper.

Support Before Frequency in Discrete Diffusion Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T05:49:47.882567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1ece817c-c454-47d7-a3f7-091489b34d66 · inbound

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space cites this paper.

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-15T01:48:28.702878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 353ab3ad-8a87-47ee-b002-da9646ffe723 · inbound

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space cites this paper.

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-19T16:32:39.572052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 267f807e-c615-4ff4-b3dc-4e0c55a73629 · inbound

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space cites this paper.

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-07-01T14:35:46.476578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 050c2fae-6166-4e34-a56a-9aba7e146088 · inbound

Mixing Times of Glauber Dynamics on Masked Language Models cites this paper.

Mixing Times of Glauber Dynamics on Masked Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-20T22:29:09.603873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2eb311e3-0fc4-43ed-b8ed-d80742b98485 · inbound

Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster cites this paper.

Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-20T00:27:53.603689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 04ad8018-ceb5-4063-a836-678a1a2492f2 · inbound

Machine Unlearning for Masked Diffusion Language Models cites this paper.

Machine Unlearning for Masked Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-20T10:28:12.174437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b30bdbba-b8b2-4402-9ecf-25537ccc7e10 · inbound

FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation cites this paper.

FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-21T07:44:03.062877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a3273812-1df9-460a-ba0e-50b7eb0c0752 · inbound

PulseCol: Periodically Refreshed Column-Sparse Attention for Accelerating Diffusion Language Models cites this paper.

PulseCol: Periodically Refreshed Column-Sparse Attention for Accelerating Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-21T05:09:38.720883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2054f036-311a-4e15-862c-ebb5d92cec76 · inbound

One-Step Distillation of Discrete Diffusion Image Generators via Fixed-Point Iteration cites this paper.

One-Step Distillation of Discrete Diffusion Image Generators via Fixed-Point Iteration Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-21T04:39:35.205740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b02072dc-b976-4813-9417-b9c637e5a8fc · inbound

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models cites this paper.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.669957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 38e8b822-c02e-4e5b-b596-f5d7274c3f59 · inbound

When Confidence Misleads: Suffix Anchoring and Anchor-Proximity Confidence Modulation for Diffusion Language Models cites this paper.

When Confidence Misleads: Suffix Anchoring and Anchor-Proximity Confidence Modulation for Diffusion Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T13:03:26.823215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.