Paper Citation Record · LEDGER

Dream 7B: Diffusion Large Language Models

As of 7 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 100 inbound Pith citation observations for arXiv:2508.15487.

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

pith.paper-citation-record.v1
2508.15487 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

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

measured 125 of 125 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 100 of 247 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:34:48.663768Z

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

25 of 25 outbound references displayed

verified exact13
verified fuzzy3
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch9

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation e74184f3-9167-4563-8181-eb01a5b1de18 · outbound

This paper cites SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model.

Dream 7B: Diffusion Large Language Models SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:30:03.293701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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

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

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

Reference 2

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f8b5b8a6-b1f6-4e62-b134-eb12eb7637ff · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Dream 7B: Diffusion Large Language Models Evaluating Large Language Models Trained on Code

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-11T16:25:53.310433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 169595a1-02c3-44a1-aa49-be69c0f15fcc · outbound

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

Dream 7B: Diffusion Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-11T16:25:53.332550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0a54d2ba-25d3-4d3a-8dfc-051178af2e4a · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Dream 7B: Diffusion Large Language Models Training Verifiers to Solve Math Word Problems

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-11T16:25:53.355507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5c7aa658-af09-4477-a0a3-e7b1a8037c4c · outbound

This paper cites Continuous diffusion for categorical data.

Dream 7B: Diffusion Large Language Models Continuous diffusion for categorical data

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:30:22.553521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2403aa02-9e93-4d81-9bbc-ed7e6e041c74 · outbound

This paper cites Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach.

Dream 7B: Diffusion Large Language Models Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T15:39:41.804715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f6d3d46-092f-46ac-8b5e-ce3b99005e45 · outbound

This paper cites DiffuSeq-v2: Bridging discrete and continuous text spaces for accelerated Seq2Seq diffusion models.

Dream 7B: Diffusion Large Language Models DiffuSeq-v2: Bridging discrete and continuous text spaces for accelerated Seq2Seq diffusion models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T16:25:53.563709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f7d98e6-1ef8-4987-946c-4918bef34ee5 · outbound

This paper cites The Llama 3 Herd of Models.

Dream 7B: Diffusion Large Language Models The Llama 3 Herd of Models

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T16:25:53.393489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d58dcf51-dfe3-45ee-9b3a-4d0bc6dce783 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Dream 7B: Diffusion Large Language Models Measuring Massive Multitask Language Understanding

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T16:25:53.236347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a59f91d4-cdc7-4b99-9039-3771df0b1b80 · outbound

This paper cites Denoising diffusion probabilistic models.

Dream 7B: Diffusion Large Language Models Denoising diffusion probabilistic models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T16:25:53.571874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 73617abb-d504-4cf5-90fc-0c163639b305 · outbound

This paper cites OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models.

Dream 7B: Diffusion Large Language Models OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.463121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a1a3da7-285a-4fbc-bcd6-d2dc22a410b6 · outbound

This paper cites OpenAI o1 System Card.

Dream 7B: Diffusion Large Language Models OpenAI o1 System Card

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T16:25:53.476360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a86635c-ea9d-4508-be0e-968559f7f9e1 · outbound

This paper cites Interpolated estimation of markov source parameters from sparse data.

Dream 7B: Diffusion Large Language Models Interpolated estimation of markov source parameters from sparse data

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-11T16:25:53.578508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b485b4a9-e191-40c2-9b58-4d9be619780d · outbound

This paper cites RACE: Large-scale ReAding Comprehension Dataset From Examinations.

Dream 7B: Diffusion Large Language Models RACE: Large-scale ReAding Comprehension Dataset From Examinations

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.485819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f1af659-5b6c-406e-b3fd-87b6a370dc12 · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Dream 7B: Diffusion Large Language Models Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-11T16:25:53.492460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76db514b-7be0-4eaf-a655-cdf2032fdb25 · outbound

This paper cites s1: Simple test-time scaling.

Dream 7B: Diffusion Large Language Models s1: Simple test-time scaling

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.504842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7ed588d-ba08-44bf-9764-ebccc91e5457 · outbound

This paper cites Scaling up Masked Diffusion Models on Text.

Dream 7B: Diffusion Large Language Models Scaling up Masked Diffusion Models on Text

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:25:53.516936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 57bf197d-6073-4b9f-8fd4-4b14c3b07518 · outbound

This paper cites GPT-4 Technical Report.

Dream 7B: Diffusion Large Language Models GPT-4 Technical Report

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T16:25:53.531242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9852f9ea-7543-4321-8a60-f46fe549a723 · outbound

This paper cites Qwen2.5 Technical Report.

Dream 7B: Diffusion Large Language Models Qwen2.5 Technical Report

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T16:25:53.537469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 03ced8fc-1a35-499d-b439-dda5582baa6f · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Dream 7B: Diffusion Large Language Models Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-11T16:25:53.544684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e1f73e17-7da2-4f69-a076-24680169e142 · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

Dream 7B: Diffusion Large Language Models Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-11T16:25:53.556222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8e4d77c8-8d0e-4587-9b07-6dfdad5b9518 · outbound

This paper cites Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning.

Dream 7B: Diffusion Large Language Models Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:25:53.418415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 49500f45-a90e-474c-b21c-cc8346c4d52a · outbound

This paper cites Unified Discrete Diffusion for Categorical Data.

Dream 7B: Diffusion Large Language Models Unified Discrete Diffusion for Categorical Data

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.440400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df672c84-54ba-4139-a9b0-f012eb1b6315 · outbound

This paper cites NATURAL PLAN: Benchmarking LLMs on Natural Language Planning.

Dream 7B: Diffusion Large Language Models NATURAL PLAN: Benchmarking LLMs on Natural Language Planning

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.408460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation df9f8a2d-516a-4340-833a-e8c274bb271a · inbound

TPTT: Transforming Pretrained Transformers into Titans cites this paper.

TPTT: Transforming Pretrained Transformers into Titans Dream 7B: Diffusion Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T23:34:48.663768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b41b23-6a9f-4445-8431-c0f235ed17f2 · inbound

LongRetriever: Towards Ultra-Long Sequence based Candidate Retrieval for Recommendation cites this paper.

LongRetriever: Towards Ultra-Long Sequence based Candidate Retrieval for Recommendation Dream 7B: Diffusion Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T17:53:43.288348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5386cecc-3486-4735-a8bd-edc25ccff9eb · inbound

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

LLaDA-VLA: Vision Language Diffusion Action Models Dream 7B: Diffusion Large Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T22:55:30.054877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb3f52c-ca4e-4d70-bf59-578ff53a99d5 · inbound

FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models cites this paper.

FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-18T13:36:24.893150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4a1be92b-8ad6-4225-83e1-0ae74b104035 · inbound

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

GIFT: Guided Importance-Aware Fine-Tuning for Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T14:51:30.267276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dba3a6cf-d2c6-4757-a19d-c7fbc62466b5 · inbound

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

Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces Dream 7B: Diffusion Large Language Models

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-05-21T21:15:38.718204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c42590b9-826e-4ca9-9f6d-70bf4264b09c · 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 Dream 7B: Diffusion Large Language Models

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-05-18T10:16:13.987041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90c7445f-08f3-4b8d-b265-27f3a366dd89 · inbound

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit cites this paper.

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit Dream 7B: Diffusion Large Language Models

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T09:11:09.945899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 774c9131-589b-42bc-830c-4fde573ecf62 · inbound

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit cites this paper.

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit Dream 7B: Diffusion Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T11:16:47.295337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd3559d2-33af-42a0-b7e1-966402a4747a · inbound

Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs cites this paper.

Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs Dream 7B: Diffusion Large Language Models

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-18T07:22:27.833478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f8a6607f-8af3-4e99-b153-693a8eb833f6 · inbound

Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs cites this paper.

Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs Dream 7B: Diffusion Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T10:36:29.482898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a537bea4-e375-417f-977f-346077424784 · inbound

Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models cites this paper.

Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models Dream 7B: Diffusion Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T10:10:10.036227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb5f7db3-4efd-4def-8339-a6ebd331547f · inbound

Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model cites this paper.

Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model Dream 7B: Diffusion Large Language Models

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T05:32:25.260299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35de39b0-7598-4bf5-9f9c-c46f9d60b75e · inbound

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

CANDI: Hybrid Discrete-Continuous Diffusion Models Dream 7B: Diffusion Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T08:09:21.811706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea03c6b-9dbd-416a-9c92-cd4a242b22e7 · inbound

A Comprehensive Study on Visual Token Redundancy for Discrete Diffusion-based Multimodal Large Language Models cites this paper.

A Comprehensive Study on Visual Token Redundancy for Discrete Diffusion-based Multimodal Large Language Models Dream 7B: Diffusion Large Language Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T21:31:36.764224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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

Reference 34

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d71bcce0-f47d-4672-8c2a-4739d37de023 · inbound

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

PartDiffuser: Part-wise 3D Mesh Generation via Discrete Diffusion Dream 7B: Diffusion Large Language Models

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-05-21T18:40:29.040555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00d5f910-b55b-4707-aebd-31c4a96007f3 · inbound

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

PartDiffuser: Part-wise 3D Mesh Generation via Discrete Diffusion Dream 7B: Diffusion Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T20:41:16.074615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44c89ce5-b91d-4041-82b6-5fe3a8e66984 · inbound

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models cites this paper.

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T06:48:09.208583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df5e3de1-2fb8-43ec-8135-d14ca7c43195 · inbound

d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models cites this paper.

d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T23:23:39.962903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07587dd4-a786-4b98-9ceb-a06ef3fb00db · 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 Dream 7B: Diffusion Large Language Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:31:19.357624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 11639da8-bdc9-4183-8826-f7dcd7a10b3a · inbound

ViewMask-1-to-3: Multi-View Consistent Image Generation via Multimodal Discrete Diffusion Models cites this paper.

ViewMask-1-to-3: Multi-View Consistent Image Generation via Multimodal Discrete Diffusion Models Dream 7B: Diffusion Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T16:19:36.530515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d029ee52-688d-47af-b8f5-6a61a009a474 · inbound

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

LLaDA2.0: Scaling Up Diffusion Language Models to 100B Dream 7B: Diffusion Large Language Models

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-14T18:53:21.183283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 40279a02-8222-4dfa-a798-7002acc54c1f · inbound

Training-Trajectory-Aware Token Selection cites this paper.

Training-Trajectory-Aware Token Selection Dream 7B: Diffusion Large Language Models

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-22T11:41:29.610948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 288de13e-a3cd-48e0-9e22-29a119c67787 · inbound

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

T$^\star$: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning Dream 7B: Diffusion Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T10:09:24.074466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c94ec0a8-fe85-4a30-86e6-51e932d12543 · 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 Dream 7B: Diffusion Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T09:03:21.415086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4c8d93b-6a84-4e8f-9b5d-cae7ea1a24e6 · inbound

Parallelism and Generation Order in Masked Diffusion Language Models: Limits Today, Potential Tomorrow cites this paper.

Parallelism and Generation Order in Masked Diffusion Language Models: Limits Today, Potential Tomorrow Dream 7B: Diffusion Large Language Models

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T12:37:53.335129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6058a091-f7a9-4148-a33f-3a5eb241cd64 · inbound

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

Streaming-dLLM: Accelerating Diffusion LLMs via Suffix Pruning and Dynamic Decoding Dream 7B: Diffusion Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T08:14:36.976749Z

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Unavailable: canonical work link unavailable.

Observation c8780b3e-d5a6-451b-83d6-12e111a70791 · inbound

NPU Design for Diffusion Language Model Inference cites this paper.

NPU Design for Diffusion Language Model Inference Dream 7B: Diffusion Large Language Models

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-16T10:00:49.689894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc69f209-aec3-477e-8c87-ab595c4e4e8d · inbound

Reconsidering Positional Supervision in Masked Diffusion Language Model Training cites this paper.

Reconsidering Positional Supervision in Masked Diffusion Language Model Training Dream 7B: Diffusion Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T06:26:50.470156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6f25c0-3a76-4335-aa7f-b6ce870c33cf · inbound

Step-Wise Refusal Dynamics in Autoregressive and Diffusion Language Models cites this paper.

Step-Wise Refusal Dynamics in Autoregressive and Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T05:45:43.602807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e60ae28-a954-49b8-a563-e7f8f47569af · inbound

UnMaskFork: Test-Time Scaling for Masked Diffusion via Deterministic Action Branching cites this paper.

UnMaskFork: Test-Time Scaling for Masked Diffusion via Deterministic Action Branching Dream 7B: Diffusion Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T04:44:09.915529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23da551c-af9a-4b76-ad26-18431ab235b0 · inbound

FlashBlock: Attention Caching for Efficient Long-Context Block Diffusion cites this paper.

FlashBlock: Attention Caching for Efficient Long-Context Block Diffusion Dream 7B: Diffusion Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T04:24:06.520825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daa6dd03-67c6-44c1-891d-41dbe4cf2b16 · inbound

Diffusion-State Policy Optimization for Masked Diffusion Language Models cites this paper.

Diffusion-State Policy Optimization for Masked Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-16T07:20:43.919187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1176c712-255d-427e-86a1-5fd24796b5a5 · inbound

Diffusion-State Policy Optimization for Masked Diffusion Language Models cites this paper.

Diffusion-State Policy Optimization for Masked Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-21T14:40:14.356733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3bf175e0-56c7-4523-b122-7f825fe24559 · inbound

TEAM: Temporal-Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration cites this paper.

TEAM: Temporal-Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration Dream 7B: Diffusion Large Language Models

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-25T06:50:28.109981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f442f320-58cc-49fa-95ca-82174e21fce0 · inbound

TEAM: Temporal-Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration cites this paper.

TEAM: Temporal-Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration Dream 7B: Diffusion Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T06:09:02.183196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bf6449f-172b-4ee6-b060-8b4600e29ed7 · 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 Dream 7B: Diffusion Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T06:06:07.937762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcc02633-26d0-401b-ba36-716e048c2441 · inbound

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

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels Dream 7B: Diffusion Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T00:05:27.772358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c07c7bb-78f5-4abf-8a8c-dd665b50ece4 · inbound

Continuous Diffusion Models Can Obey Formal Syntax cites this paper.

Continuous Diffusion Models Can Obey Formal Syntax Dream 7B: Diffusion Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:41.309259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0983324b-6b27-4bf6-b2bf-4526746ad8a6 · inbound

Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models cites this paper.

Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T23:50:37.836659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05aecc99-24fa-4a0c-b969-e93e99b16465 · inbound

Improving Sampling for Masked Diffusion Models via Information Gain cites this paper.

Improving Sampling for Masked Diffusion Models via Information Gain Dream 7B: Diffusion Large Language Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-25T07:35:29.614665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5baeb29-dd01-4598-8be1-267a0bb4c79f · 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 Dream 7B: Diffusion Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T19:44:43.705769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f8f7fdb-39fe-45b1-aa42-9834305d7914 · inbound

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion cites this paper.

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion Dream 7B: Diffusion Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-15T13:43:40.241796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2d6a14d-bb14-4232-93cb-a05193a7d1bd · 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 Dream 7B: Diffusion Large Language Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-15T12:40:00.228117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5c488aee-be9a-42c3-b53a-a05f015a99b1 · inbound

Gumbel Distillation for Parallel Text Generation cites this paper.

Gumbel Distillation for Parallel Text Generation Dream 7B: Diffusion Large Language Models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-02T17:49:56.111129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd1423e2-9900-41be-9346-b945b2d45a92 · inbound

MemDLM: Memory-Enhanced DLM Training cites this paper.

MemDLM: Memory-Enhanced DLM Training Dream 7B: Diffusion Large Language Models

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-05-15T00:43:24.515303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 823489ff-9d51-4cb4-b503-729c188bfe32 · 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 Dream 7B: Diffusion Large Language Models

Reference 25

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 c560e289-069f-47da-b9dc-c1154a4a2795 · inbound

OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models cites this paper.

OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-13T23:03:24.843827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2e7641e0-8a44-41c4-b26b-14e295cb4075 · 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 Dream 7B: Diffusion Large Language Models

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-05-16T07:47:33.098302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 816dd4fd-0b97-47dd-976b-a1163bddd7dc · inbound

Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models cites this paper.

Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-13T20:38:14.503219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88749a25-97f9-4777-b722-98f7b9ab0524 · inbound

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

Unlocking Prompt Infilling Capability for Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-13T17:33:02.487937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 970e482e-72b2-40ac-a6f2-c0e6d3b80f34 · 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 Dream 7B: Diffusion Large Language Models

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d7fbb4f-d584-4c67-a6ba-2e4fd5a7833f · inbound

FastDiSS: Few-step Match Many-step Diffusion Language Model on Sequence-to-Sequence Generation--Full Version cites this paper.

FastDiSS: Few-step Match Many-step Diffusion Language Model on Sequence-to-Sequence Generation--Full Version Dream 7B: Diffusion Large Language Models

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30820918-6c60-42a7-af87-5de62a523f26 · inbound

STDec: Spatio-Temporal Stability Guided Decoding for dLLMs cites this paper.

STDec: Spatio-Temporal Stability Guided Decoding for dLLMs Dream 7B: Diffusion Large Language Models

Reference 6

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation befff93c-581c-4029-a84c-98f17e7683a7 · inbound

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

DiffuMask: Diffusion Language Model for Token-level Prompt Pruning Dream 7B: Diffusion Large Language Models

Reference 7

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 495ab5ef-8584-4cc4-bd71-c288e0bbcafd · inbound

An Algebraic Introduction to Persistence cites this paper.

An Algebraic Introduction to Persistence Dream 7B: Diffusion Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T08:42:28.957233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cd6519e-7f3e-48d1-81b7-d16fb7ac1ad9 · inbound

MARS: Enabling Autoregressive Models Multi-Token Generation cites this paper.

MARS: Enabling Autoregressive Models Multi-Token Generation Dream 7B: Diffusion Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a62f141-6404-46fb-a359-cb33d9001a80 · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs Dream 7B: Diffusion Large Language Models

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eee2e101-4c06-45fa-8d97-f79facde1dcc · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs Dream 7B: Diffusion Large Language Models

Reference 92

Resolution: verified exact; local_arxiv, observed 2026-05-19T16:47:40.127061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 900ab780-a8a6-40f2-9504-bc0350d2c1ed · inbound

Re-Mask and Redirect: Exploiting Denoising Irreversibility in Diffusion Language Models cites this paper.

Re-Mask and Redirect: Exploiting Denoising Irreversibility in Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:49:57.090348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e741f85a-64f0-4375-b7ed-6322eeffe549 · inbound

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

Attention-Based Sampler for Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:19:56.430230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09774eb9-c3fd-49a4-9361-96dd3b6e6d7c · inbound

Breaking Block Boundaries: Anchor-based History-stable Decoding for Diffusion Large Language Models cites this paper.

Breaking Block Boundaries: Anchor-based History-stable Decoding for Diffusion Large Language Models Dream 7B: Diffusion Large Language Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd8de83a-af3d-4ca7-9d48-03da16143fd4 · inbound

ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion cites this paper.

ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Dream 7B: Diffusion Large Language Models

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6a0df8df-e06f-474d-86e6-9ad845c4ef15 · inbound

ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion cites this paper.

ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Dream 7B: Diffusion Large Language Models

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-05-21T08:54:05.867995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b50aa6c0-139c-4a4b-b685-b21940a22e69 · inbound

Lost in Diffusion: Uncovering Hallucination Patterns and Failure Modes in Diffusion Large Language Models cites this paper.

Lost in Diffusion: Uncovering Hallucination Patterns and Failure Modes in Diffusion Large Language Models Dream 7B: Diffusion Large Language Models

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7fe41403-88d3-48e7-90d2-cfdd605d2ee4 · inbound

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

LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling Dream 7B: Diffusion Large Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 836605fd-84a6-46ca-a94b-a8bdefdfc268 · inbound

Towards Faster Language Model Inference Using Mixture-of-Experts Flow Matching cites this paper.

Towards Faster Language Model Inference Using Mixture-of-Experts Flow Matching Dream 7B: Diffusion Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3fa0fbba-6a78-4dbd-b2d0-2825c01602bb · inbound

DepCap: Adaptive Block-Wise Parallel Decoding for Efficient Diffusion LM Inference cites this paper.

DepCap: Adaptive Block-Wise Parallel Decoding for Efficient Diffusion LM Inference Dream 7B: Diffusion Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e664ad2a-2b57-4f3b-9d30-67e6f1a49ac4 · inbound

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

BARD: Bridging AutoRegressive and Diffusion Vision-Language Models Via Highly Efficient Progressive Block Merging and Stage-Wise Distillation Dream 7B: Diffusion Large Language Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 393439d5-dfe4-4186-921e-e4e607f22f72 · inbound

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

NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization Dream 7B: Diffusion Large Language Models

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4cd08817-b43e-4a2f-9d4c-6026ab76ff06 · inbound

Remask, Don't Replace: Token-to-Mask Refinement in Diffusion Large Language Models cites this paper.

Remask, Don't Replace: Token-to-Mask Refinement in Diffusion Large Language Models Dream 7B: Diffusion Large Language Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4acdc2d-533a-4f11-ac75-8df38af009c1 · inbound

$R^2$-dLLM: Accelerating Diffusion Large Language Models via Spatio-Temporal Redundancy Reduction cites this paper.

$R^2$-dLLM: Accelerating Diffusion Large Language Models via Spatio-Temporal Redundancy Reduction Dream 7B: Diffusion Large Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d53efa0-3157-4a75-b782-497187f7260b · inbound

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

Simple Self-Conditioning Adaptation for Masked Diffusion Models Dream 7B: Diffusion Large Language Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-11T23:36:34.259344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86c458ff-283a-4c33-929e-e1446dfe300d · inbound

Towards A Generative Protein Evolution Machine with DPLM-Evo cites this paper.

Towards A Generative Protein Evolution Machine with DPLM-Evo Dream 7B: Diffusion Large Language Models

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc59e04b-0298-4dc3-ba31-1ac30d675668 · inbound

Towards A Generative Protein Evolution Machine with DPLM-Evo cites this paper.

Towards A Generative Protein Evolution Machine with DPLM-Evo Dream 7B: Diffusion Large Language Models

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-05-14T21:19:28.745319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f929090-2cf1-4185-806b-0fef679a8a3f · inbound

Towards A Generative Protein Evolution Machine with DPLM-Evo cites this paper.

Towards A Generative Protein Evolution Machine with DPLM-Evo Dream 7B: Diffusion Large Language Models

Reference 57

Resolution: verified exact; local_arxiv, observed 2026-07-01T08:05:30.806849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b19090c8-7d93-4e93-a3d4-73593eb6fc21 · inbound

Focus on the Core: Empowering Diffusion Large Language Models by Self-Contrast cites this paper.

Focus on the Core: Empowering Diffusion Large Language Models by Self-Contrast Dream 7B: Diffusion Large Language Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-11T16:46:23.134278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce1ac9ee-610e-4d32-ac6a-93d2db96bc9a · inbound

Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs cites this paper.

Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs Dream 7B: Diffusion Large Language Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-11T17:41:08.882686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e047d995-f511-4585-bc8e-a7179c43dbea · inbound

Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs cites this paper.

Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs Dream 7B: Diffusion Large Language Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-15T06:49:48.909454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59ac1d46-0a91-47b7-accd-b3e13cbbbcf5 · inbound

Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs cites this paper.

Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs Dream 7B: Diffusion Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T02:23:43.140318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d35e8e7e-ad09-45c0-b9bb-5e5964b88bb8 · inbound

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

ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving Dream 7B: Diffusion Large Language Models

Reference 72

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T18:26:08.390851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5affa32f-ed6b-4457-ada1-9417eaa6144e · inbound

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

ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving Dream 7B: Diffusion Large Language Models

Reference 72

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T01:52:05.483208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e4b2ceff-d46a-4661-95dd-a192f539fa4a · inbound

DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models cites this paper.

DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d7bb477-9e70-47d8-b3ce-c9903f310ba4 · inbound

DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models cites this paper.

DiffRetriever: Parallel Representative Tokens for Retrieval with Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-06-30T23:35:07.353113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 42166c29-eacf-47d3-a33a-e6deec01c8b5 · inbound

GPO-V: Jailbreak Diffusion Vision Language Model by Global Probability Optimization cites this paper.

GPO-V: Jailbreak Diffusion Vision Language Model by Global Probability Optimization Dream 7B: Diffusion Large Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab1612d0-adf6-4fb6-b14d-2b3238dafe0d · inbound

GPO-V: Jailbreak Diffusion Vision Language Model by Global Probability Optimization cites this paper.

GPO-V: Jailbreak Diffusion Vision Language Model by Global Probability Optimization Dream 7B: Diffusion Large Language Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:31:25.857943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6a39abab-cd86-4c3f-a53b-f4c535ccecff · 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 Dream 7B: Diffusion Large Language Models

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50c09885-eee7-433c-8e92-c2acaecc1be9 · inbound

Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation cites this paper.

Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation Dream 7B: Diffusion Large Language Models

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:25:53.583348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6325b828-659e-44b1-97ac-ba2398ff98f5 · inbound

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

DARE: Diffusion Language Model Activation Reuse for Efficient Inference Dream 7B: Diffusion Large Language Models

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T03:26:19.653199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a159ce03-9f6d-4ca9-b330-4f56f5b45580 · inbound

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models cites this paper.

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models Dream 7B: Diffusion Large Language Models

Reference 156

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T06:51:29.681499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30c0f626-d91a-4348-8ba6-a15895605280 · inbound

BadDLM: Backdooring Diffusion Language Models with Diverse Targets cites this paper.

BadDLM: Backdooring Diffusion Language Models with Diverse Targets Dream 7B: Diffusion Large Language Models

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:11:26.012176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 025a571d-0ac6-45e6-9e20-a4eea7e5b9f0 · inbound

TAD: Temporal-Aware Trajectory Self-Distillation for Fast and Accurate Diffusion LLM cites this paper.

TAD: Temporal-Aware Trajectory Self-Distillation for Fast and Accurate Diffusion LLM Dream 7B: Diffusion Large Language Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-12T05:46:25.959111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51f52ebd-13dd-4fa5-941a-8e67b9da9aab · inbound

Edit-Based Refinement for Parallel Masked Diffusion Language Models cites this paper.

Edit-Based Refinement for Parallel Masked Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:21:24.383675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 659adbbd-3757-450f-8c5f-c662b716d046 · inbound

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

TrajDLM: Topology-Aware Block Diffusion Language Model for Trajectory Generation Dream 7B: Diffusion Large Language Models

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-05-12T03:01:18.836397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ef211d9-af0d-4678-b709-d31340ce1164 · inbound

Relative Score Policy Optimization for Diffusion Language Models cites this paper.

Relative Score Policy Optimization for Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 98

Resolution: verified exact; local_arxiv, observed 2026-05-12T06:56:29.751032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3f655bf-8748-4933-9598-97bf26434754 · inbound

ELF: Embedded Language Flows cites this paper.

ELF: Embedded Language Flows Dream 7B: Diffusion Large Language Models

Reference 76

Resolution: verified exact; local_arxiv, observed 2026-05-12T07:16:30.524430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 81381731-0974-40e4-b4c8-6d3fce72c8e8 · inbound

ELF: Embedded Language Flows cites this paper.

ELF: Embedded Language Flows Dream 7B: Diffusion Large Language Models

Reference 76

Resolution: verified exact; local_arxiv, observed 2026-06-30T22:25:06.543758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43a61802-7bab-4d67-af40-0eb0820dadeb · inbound

Steering Without Breaking: Mechanistically Informed Interventions for Discrete Diffusion Language Models cites this paper.

Steering Without Breaking: Mechanistically Informed Interventions for Discrete Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:47:25.983441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a09ba35f-5c6c-4e8d-9d17-43380efd43e9 · inbound

LEAP: Unlocking dLLM Parallelism via Lookahead Early-Convergence Token Detection cites this paper.

LEAP: Unlocking dLLM Parallelism via Lookahead Early-Convergence Token Detection Dream 7B: Diffusion Large Language Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-13T02:17:07.889484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.