Discrete Diffusion Models: A Unified Framework from Tokenization to Generation | Paper Citation Record

Observation c0851ba2-ccb4-4cbb-a955-609241c9dbd6 · outbound

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

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:24.166456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e80de6-ee40-44c5-9195-99d936edacb3 · outbound

This paper cites Multi- conditioned graph diffusion for neural architecture search.Trans.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Multi- conditioned graph diffusion for neural architecture search.Trans

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:24.414031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eeceaa1-36d7-42df-a73f-5c7ea191d469 · outbound

This paper cites Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:24.873091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f613642c-7893-4fe7-8bb2-c20ac51afccb · outbound

This paper cites Enabling approximate joint sampling in diffusion lms.ArXiv preprint, abs/2509.22738,.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Enabling approximate joint sampling in diffusion lms.ArXiv preprint, abs/2509.22738,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:25.026617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9c2f428-83aa-4079-aad2-e54579273865 · outbound

This paper cites Learning to parallel: Accelerating diffusion large language models via learnable parallel decoding, 2025a.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Learning to parallel: Accelerating diffusion large language models via learnable parallel decoding, 2025a

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:25.156329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87b8f282-77c9-4994-96e0-125971b78c9e · outbound

This paper cites Simple and critical iterative denoising: A recasting of discrete diffusion in graph generatio.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Simple and critical iterative denoising: A recasting of discrete diffusion in graph generatio

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:25.384577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3158f0f-0c35-4f03-ae9a-2f25705d5fd9 · outbound

This paper cites Discrete Graph Auto-Encoder.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Discrete Graph Auto-Encoder

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:25.538627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccfca371-8fc9-4db1-9f9d-142d93ca243a · outbound

This paper cites an unresolved cited work.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:25.622775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 175d1b65-03ed-4463-93d3-7b9e7dbeef98 · outbound

This paper cites ScanDL: A diffusion model for generating synthetic scanpaths on texts.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation ScanDL: A diffusion model for generating synthetic scanpaths on texts

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:25.796121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ebe78e-3873-43f5-95be-0f1b5bffcdd1 · outbound

This paper cites Breckon, and Chris G.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Breckon, and Chris G

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:25.883782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d745f52d-d994-4407-9582-7a90bec8eb76 · outbound

This paper cites Preference-Based Alignment of Discrete Diffusion Models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Preference-Based Alignment of Discrete Diffusion Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:26.053113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9dcf831-99c4-4920-98c0-848dcc667a5e · outbound

This paper cites Jaakkola.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Jaakkola

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:26.431979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36be6434-6669-466b-97d7-5d8e08aff6cc · outbound

This paper cites Self-speculative masked diffusions.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Self-speculative masked diffusions

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:26.513470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86b3b660-1029-4079-a5d6-6d85579940ec · outbound

This paper cites Generating directed graphs with dual attention and asymmetric encoding.ArXiv preprint, abs/2506.16404,.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Generating directed graphs with dual attention and asymmetric encoding.ArXiv preprint, abs/2506.16404,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:26.619388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb31b453-c571-4beb-9006-d9bb0edaaf14 · outbound

This paper cites an unresolved cited work.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:26.726286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3098fca-ba68-46c6-b122-f19895d22ea0 · outbound

This paper cites Freeman, Michael Rubinstein, Yuanzhen Li, and Dilip Krishnan.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Freeman, Michael Rubinstein, Yuanzhen Li, and Dilip Krishnan

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:26.812367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b1992ae-e30c-4829-8aea-447823f19226 · outbound

This paper cites Dtom: Decider-guided dynamic token merging for accelerating diffusion mllms.ArXiv preprint, abs/2511.12280,.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Dtom: Decider-guided dynamic token merging for accelerating diffusion mllms.ArXiv preprint, abs/2511.12280,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:26.931028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fcb1aad-3ba3-4e1a-b729-ab52ea5257cd · outbound

This paper cites Krishnan.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Krishnan

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:27.065064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb38532a-da63-4fc2-ad1b-f42eb85a0cc6 · outbound

This paper cites Aligning visual foundation encoders to tokenizers for diffusion models.ArXiv preprint, abs/2509.25162, 2025a.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Aligning visual foundation encoders to tokenizers for diffusion models.ArXiv preprint, abs/2509.25162, 2025a

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:27.205629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b267c34-a996-4352-9a20-ef6505b2b8bd · outbound

This paper cites Controllable conversation generation with conversation structures via diffusion models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Controllable conversation generation with conversation structures via diffusion models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:27.483151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fbc067a-6486-4465-b68c-cd4fee2c9eef · outbound

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

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation A cheaper and better diffusion language model with soft-masked noise

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:27.596770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a60d4dd-9534-44c6-88cf-ce74d5914457 · outbound

This paper cites Sdar-vl: Stable and efficient block-wise diffusion for vision-language understanding.ArXiv preprint, abs/2512.14068, 2025a.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Sdar-vl: Stable and efficient block-wise diffusion for vision-language understanding.ArXiv preprint, abs/2512.14068, 2025a

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:27.836993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93758f68-8410-421b-9f9d-ec87a2962ab7 · outbound

This paper cites M2d2m: Multi-motion generation from text with discrete diffusion models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation M2d2m: Multi-motion generation from text with discrete diffusion models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:27.996242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11be11f9-fe27-4c66-b52b-2c5ef596b46a · outbound

This paper cites Speculative diffusion decoding: Accelerating language generation through diffusion.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Speculative diffusion decoding: Accelerating language generation through diffusion

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:28.164921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c15a08-5bab-4da6-bd31-0cf1811d7d7c · outbound

This paper cites Split gibbs discrete diffusion posterior sampling.ArXiv preprint, abs/2503.01161,.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Split gibbs discrete diffusion posterior sampling.ArXiv preprint, abs/2503.01161,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:28.336120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ac9e466-3242-4d6b-be4d-4012a0de0cc0 · outbound

This paper cites Gaus, Toby P.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Gaus, Toby P

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:28.483794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c61636-e4ab-4a06-808e-921822e59ef5 · outbound

This paper cites ViLaD: A Large Vision Language Diffusion Framework for End-to-End Autonomous Driving.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation ViLaD: A Large Vision Language Diffusion Framework for End-to-End Autonomous Driving

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:28.595180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 326619fb-c028-4682-a809-e8ab2bd20bf2 · outbound

This paper cites DiffER: Categorical Diffusion for Chemical Retrosynthesis.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation DiffER: Categorical Diffusion for Chemical Retrosynthesis

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:28.764984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8512c24-68a8-40c5-8839-41cd5e83899e · outbound

This paper cites Periodic materials generation using text-guided joint diffusion model.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Periodic materials generation using text-guided joint diffusion model

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:28.844913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a681e60a-1003-49c1-8bd5-7de7113930c4 · outbound

This paper cites Discrete diffusion language model for efficient text summarization.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Discrete diffusion language model for efficient text summarization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:28.986531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf47460-f954-494c-aa60-ae0c8f640f3c · outbound

This paper cites Alexandre Défossez, Jade Copet, Gabriel Synnaeve, and Yossi Adi.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Alexandre Défossez, Jade Copet, Gabriel Synnaeve, and Yossi Adi

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:29.126175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e249cd17-2620-430a-8dd8-bf41af7edce0 · outbound

This paper cites Uniform discrete diffusion with metric path for video generation.ArXiv preprint, abs/2510.24717,.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Uniform discrete diffusion with metric path for video generation.ArXiv preprint, abs/2510.24717,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:29.277422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6fdf842-01c9-4952-943a-1437bc829bf0 · outbound

This paper cites Llada-medv: Exploring large language diffusion models for biomedical image understanding.ArXiv preprint, abs/2508.01617, 2025a.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Llada-medv: Exploring large language diffusion models for biomedical image understanding.ArXiv preprint, abs/2508.01617, 2025a

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:29.383718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16301bc2-bbac-4515-8b49-9f9b80a6f5c8 · outbound

This paper cites Planning with diffusion models for target-oriented dialogue systems.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Planning with diffusion models for target-oriented dialogue systems

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:29.558222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9a438b3-224e-4dac-965f-31d8fe43669b · outbound

This paper cites Vector quantized diffusion model based speech bandwidth extension.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Vector quantized diffusion model based speech bandwidth extension

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:29.675451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65adc0e2-ffa0-43b1-a350-b52440e666f1 · outbound

This paper cites Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:29.851866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 275c27ae-7aac-4d04-b39d-b0f93b2c97fd · outbound

This paper cites Masked diffusion captioning for visual feature learning.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Masked diffusion captioning for visual feature learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:29.980665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb3fc785-a25f-4e4a-a91c-83c0cedd376f · outbound

This paper cites Learnable sampler distillation for discrete diffusion models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Learnable sampler distillation for discrete diffusion models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.119369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd5ea2c-9233-4ae9-997d-703bb19f12be · outbound

This paper cites DiffSDS: A language diffusion model for protein backbone inpainting under geometric conditions and constraints.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation DiffSDS: A language diffusion model for protein backbone inpainting under geometric conditions and constraints

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.319128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4755cf5a-b8df-48d5-bc3c-1ef78a1ab9b8 · outbound

This paper cites FoldToken: Learning Protein Language via Vector Quantization and Beyond.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation FoldToken: Learning Protein Language via Vector Quantization and Beyond

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.392773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd5413d-6d7b-42a5-a741-ba4b75bffc43 · outbound

This paper cites an unresolved cited work.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.458809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1edec23e-f446-4d4d-81be-3fae8cc3a777 · outbound

This paper cites Mask-predict: Parallel decoding of conditional masked language models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Mask-predict: Parallel decoding of conditional masked language models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.514006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe508446-3fe9-4735-bfc9-14e1eddad06e · outbound

This paper cites an unresolved cited work.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.572570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c00fa05f-b078-4b39-8d9c-d1f7e0be03be · outbound

This paper cites Text-guidedmoleculegenerationwithdiffusionlanguage model.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Text-guidedmoleculegenerationwithdiffusionlanguage model

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.645276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb2c22b-069d-410f-81a3-0e1ded022e21 · outbound

This paper cites DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.794886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51f28e20-606a-4a89-b5eb-07646c20718b · outbound

This paper cites Frey, Tim G.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Frey, Tim G

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.955613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e4ed69-321d-436b-ad36-8d822fd51f8d · outbound

This paper cites Vector quantized diffusion model for text-to-image synthesis.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Vector quantized diffusion model for text-to-image synthesis

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:30.992600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d34ccce4-8127-4066-9df5-f82ff3f0a781 · outbound

This paper cites Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, and Stefano Ermon.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, and Stefano Ermon

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.033664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e29ee7-e190-4370-b6cf-8d361f0cb055 · outbound

This paper cites Hashimoto.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Hashimoto

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.185077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dca79464-4a53-482a-92cb-18d9c66dea75 · outbound

This paper cites Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.309322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b8b430-6035-40ea-ae03-36d4dafbc1c4 · outbound

This paper cites Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.413207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd12318d-f770-4515-a490-95ecb1ebee97 · outbound

This paper cites Reward-weighted sampling: Enhancing non-autoregressive characteristics in masked diffusion llms.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Reward-weighted sampling: Enhancing non-autoregressive characteristics in masked diffusion llms

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.476330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4107daf-f858-4406-b072-2b081ff2b3e9 · outbound

This paper cites Diffusion Models for Graphs Benefit From Discrete State Spaces.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Diffusion Models for Graphs Benefit From Discrete State Spaces

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.527969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f7e9333-41b9-47e7-ac25-46db179b0508 · outbound

This paper cites Discrete diffusion trajectory alignment via stepwise decomposition.ArXiv preprint, abs/2507.04832, 2025a.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Discrete diffusion trajectory alignment via stepwise decomposition.ArXiv preprint, abs/2507.04832, 2025a

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.619395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd84ffa1-1739-4a6e-bf15-12b026128db5 · outbound

This paper cites Discovering mathemat- ical equations with diffusion language model.ArXiv preprint, abs/2509.13136, 2025c.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Discovering mathemat- ical equations with diffusion language model.ArXiv preprint, abs/2509.13136, 2025c

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.740525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c0a6f7e-da2e-43e3-a819-d1e469396ae1 · outbound

This paper cites Efficient perplexity bound and ratio matching in discrete diffusion language models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Efficient perplexity bound and ratio matching in discrete diffusion language models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.903972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9791d7d0-0fe2-4cd9-8b74-847560e3546d · outbound

This paper cites Distillation of discrete diffusion through dimensional correlations.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Distillation of discrete diffusion through dimensional correlations

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:31.984545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f032fa3a-b237-41e7-afa4-727a8990fb14 · outbound

This paper cites Ultrallada: Scaling the context length to 128k for diffusion large language models.ArXiv preprint, abs/2510.10481, 2025a.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Ultrallada: Scaling the context length to 128k for diffusion large language models.ArXiv preprint, abs/2510.10481, 2025a

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.053256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a18c404-a64c-4c47-aefa-deff5ee1ae08 · outbound

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

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation What Exactly Does Guidance Do in Masked Discrete Diffusion Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.147264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dee0289-2409-4978-991c-1ebdac0547e2 · outbound

This paper cites Shao, Chaofan Gan, Shijie Li, Zuxuan Wu, and Weiyao Lin.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Shao, Chaofan Gan, Shijie Li, Zuxuan Wu, and Weiyao Lin

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.223467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3977ba91-dc7d-4e6c-96f9-703f04d46f9b · outbound

This paper cites Unsu- pervised training of diffusion models for feasible solution generation in neural combinatorial optimization, 2024a.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Unsu- pervised training of diffusion models for feasible solution generation in neural combinatorial optimization, 2024a

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.335001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d6277e3-ec59-4d2c-9e3d-96c8f3832f46 · outbound

This paper cites Gritsenko, Jasmijn Bastings, Ben Poole, Rianne van den Berg, and Tim Salimans.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Gritsenko, Jasmijn Bastings, Ben Poole, Rianne van den Berg, and Tim Salimans

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.337517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54801633-1881-4a7f-9773-b194df6c0d39 · outbound

This paper cites Bad: Bidirectional auto-regressive diffusion for text-to-motion generation.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Bad: Bidirectional auto-regressive diffusion for text-to-motion generation

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.417635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d500c39-58b1-462d-b037-0abe148ab9e8 · outbound

This paper cites Suganthan.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Suganthan

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.566758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58ab6e8a-5c87-4a4a-af61-12325b36ef57 · outbound

This paper cites Suganthan.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Suganthan

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.703434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4080fd9-9a41-4d7a-8518-a083b1514b5d · outbound

This paper cites Mixed Diffusion for 3D Indoor Scene Synthesis.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Mixed Diffusion for 3D Indoor Scene Synthesis

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.790034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe4732c1-14e2-49d9-9c74-9c9e3356ee51 · outbound

This paper cites Abdelfattah, Jae sun Seo, Zhiru Zhang, and Udit Gupta.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Abdelfattah, Jae sun Seo, Zhiru Zhang, and Udit Gupta

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:32.987822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f7b735-a471-4ebe-bc6b-b120983e1f66 · outbound

This paper cites Tuning the Implicit Regularizer of Masked Diffusion Language Models: Enhancing Generalization via Insights from $k$-Parity.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Tuning the Implicit Regularizer of Masked Diffusion Language Models: Enhancing Generalization via Insights from $k$-Parity

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:33.121605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8b5d56e-5972-413b-a5b5-935dd9522279 · outbound

This paper cites an unresolved cited work.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:33.291621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7047bd65-9896-4799-93ed-754cd26dbf24 · outbound

This paper cites DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:33.452765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dada1d2-545f-4eaa-8ce5-cdef7e3a6169 · outbound

This paper cites Reinforcing the diffusion chain of lateral thought with diffusion language models.ArXiv preprint, abs/2505.10446, 2025b.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Reinforcing the diffusion chain of lateral thought with diffusion language models.ArXiv preprint, abs/2505.10446, 2025b

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:33.603400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 413a5a95-60a1-45ff-b844-989515dcdedf · outbound

This paper cites Layoutdm: Discrete diffusion model for controllable layout generation.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Layoutdm: Discrete diffusion model for controllable layout generation

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:33.737724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da49e11a-7c3a-4105-89f9-571a4fcb3665 · outbound

This paper cites Cheng, Guy Van den Broeck, Aditya Grover, Suvinay Subramanian, and Michael Carbin.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Cheng, Guy Van den Broeck, Aditya Grover, Suvinay Subramanian, and Michael Carbin

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:33.899597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f191be1c-7bfc-44bf-a76a-ea44a8da6451 · outbound

This paper cites Layout-corrector: Alleviating layout sticking phenomenon in discrete diffusion model.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Layout-corrector: Alleviating layout sticking phenomenon in discrete diffusion model

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:34.071137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f622027-1e51-43c6-90fc-d4f4ba497d6d · outbound

This paper cites Learning Unmasking Policies for Diffusion Language Models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Learning Unmasking Policies for Diffusion Language Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:34.231807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9f04c9e-fc28-44e6-ac9d-974b8658c91d · outbound

This paper cites A2d: Any-order, any-step safety alignment for diffusion language models.ArXiv preprint, abs/2509.23286,.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation A2d: Any-order, any-step safety alignment for diffusion language models.ArXiv preprint, abs/2509.23286,

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:34.424703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ed0f45c-2051-416d-8d38-521fcb97569f · outbound

This paper cites From denoising to refining: A corrective framework for vision-language diffusion model.ArXiv preprint, abs/2510.19871,.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation From denoising to refining: A corrective framework for vision-language diffusion model.ArXiv preprint, abs/2510.19871,

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:34.568617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fefb9a68-4acd-45a4-b24c-9767a6ca6e2f · outbound

This paper cites Bringing Stability to Diffusion: Decomposing and Reducing Variance of Training Masked Diffusion Models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Bringing Stability to Diffusion: Decomposing and Reducing Variance of Training Masked Diffusion Models

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:34.633934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7faa59ca-2500-4b85-b922-4d7257105a20 · outbound

This paper cites Diffusion language models are provably optimal parallel samplers.ArXiv preprint, abs/2512.25014, 2025a.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Diffusion language models are provably optimal parallel samplers.ArXiv preprint, abs/2512.25014, 2025a

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:34.696736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93123214-8b33-4119-9a52-898107a127ed · outbound

This paper cites Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:34.759121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 154ee8ab-a2b8-46c8-898a-c7dfcebf3179 · outbound

This paper cites ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:34.851055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a0073fb-6228-486e-9331-4da1c3af14d2 · outbound

This paper cites Discriminator guidance for autoregressive diffusion models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Discriminator guidance for autoregressive diffusion models

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:35.060025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 252ee7aa-104a-456c-9149-b02516be042b · outbound

This paper cites Andersson, Abhijith S.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Andersson, Abhijith S

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:35.205271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0215874d-dff8-469a-b948-618b95dbbba3 · outbound

This paper cites Training-Free Guidance for Discrete Diffusion Models for Molecular Generation.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Training-Free Guidance for Discrete Diffusion Models for Molecular Generation

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:35.360077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a646e21-2273-4970-a29f-13db29b93f22 · outbound

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

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Mercury: Ultra-Fast Language Models Based on Diffusion

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:35.518221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b2acd8-f78c-4f8c-9efb-42b5f4fa7116 · outbound

This paper cites Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:35.670451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 407d6d58-a3fc-4888-adaa-2f862b4868e3 · outbound

This paper cites Rainbow padding: Mitigating early termination in instruction-tuned diffusion llms.ArXiv preprint, abs/2510.03680, 2025a.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Rainbow padding: Mitigating early termination in instruction-tuned diffusion llms.ArXiv preprint, abs/2510.03680, 2025a

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:35.844263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a59f7b7-ffc9-4f3e-a52d-16f0278ffc08 · outbound

This paper cites an unresolved cited work.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:35.980632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7942f14-9df7-4ad9-954a-d3e882cc9cea · outbound

This paper cites Conditional [mask] discrete diffusionlanguagemodel.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Conditional [mask] discrete diffusionlanguagemodel

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:36.129090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58721067-5fd4-42a4-bd3f-34e21cfafc5f · outbound

This paper cites Victoria, and Guorui Zhou.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Victoria, and Guorui Zhou

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:36.296704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf47a84f-b6d8-43df-87b9-fc2d7b5a459a · outbound

This paper cites Aditya Prakash, and Chao Zhang.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Aditya Prakash, and Chao Zhang

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:36.425541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85daa80d-a464-4209-a85e-b68a55331050 · outbound

This paper cites Fairwire: Fair graph generation.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Fairwire: Fair graph generation

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:36.621406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f56ee9da-5872-4c73-abe4-f1eb068252a5 · outbound

This paper cites Tabddpm: Modelling tabular data with diffusion models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Tabddpm: Modelling tabular data with diffusion models

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:36.750230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 066f80c3-31c5-405d-882a-6dd010226c33 · outbound

This paper cites Feedback guidance of diffusion models.ArXiv preprint, abs/2506.06085,.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Feedback guidance of diffusion models.ArXiv preprint, abs/2506.06085,

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:36.883140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeee64a9-8342-4fc7-bfca-7bdd77685fa7 · outbound

This paper cites Categorical Schr\"odinger Bridge Matching.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Categorical Schr\"odinger Bridge Matching

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:37.019763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 589c4360-b8ca-4b1a-b40d-0c90ceef907c · outbound

This paper cites Lad: Lora-adapted diffusion.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Lad: Lora-adapted diffusion

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:37.152519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 560d5cee-3394-4688-a127-c3c9311cbbef · outbound

This paper cites EdiText: Controllable coarse-to-fine text editing with diffusion language models.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation EdiText: Controllable coarse-to-fine text editing with diffusion language models

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:37.280041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f06f7996-5b9f-4cb8-b0a1-d45285778812 · outbound

This paper cites Fragfm: Efficient fragment-based molecular generation via discrete flow matching.ArXiv preprint, abs/2502.15805, 2025b.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Fragfm: Efficient fragment-based molecular generation via discrete flow matching.ArXiv preprint, abs/2502.15805, 2025b

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:37.395813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dfcfebd-b66c-4856-a707-b40c4d3f47c8 · outbound

This paper cites DLT: conditioned layout generation with joint discrete-continuous diffusion layout transformer.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation DLT: conditioned layout generation with joint discrete-continuous diffusion layout transformer

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:37.561961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b68693e-3e63-44ec-8795-dc49056e74ab · outbound

This paper cites Improved masked image generation with token-critic.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Improved masked image generation with token-critic

Reference 108

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:37.697168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers