Paper Citation Record · LEDGER

dKV-Cache: The Cache for Diffusion Language Models

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 49 inbound Pith citation observations for arXiv:2505.15781.

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

pith.paper-citation-record.v1
2505.15781 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 49 of 49 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:56:05.212046Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

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

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7d907a1e-04fc-48a9-8eb6-d0aa13ecf1c9 · inbound

Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model cites this paper.

Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model dKV-Cache: The Cache for Diffusion Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:02:18.398850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f8941ab3-2b1b-4ce5-a71c-4434fa74b735 · inbound

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

Diffusion Language Models Know the Answer Before Decoding dKV-Cache: The Cache for Diffusion Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-18T20:31:50.415030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 713aadc2-9b0a-4e00-9321-87bea02c3a44 · inbound

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

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T22:56:05.212046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5164ca18-0a62-4bca-95d6-e41445003700 · inbound

Inpainting-Guided Policy Optimization for Diffusion Large Language Models cites this paper.

Inpainting-Guided Policy Optimization for Diffusion Large Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T17:57:47.001151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ada3d51b-d88f-4f0c-9efb-4ee388a51dee · inbound

FG-Attn: Leveraging Fine-Grained Sparse Attention in Video Diffusion Models cites this paper.

FG-Attn: Leveraging Fine-Grained Sparse Attention in Video Diffusion Models dKV-Cache: The Cache for Diffusion Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T16:07:02.053450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c195442-0851-4953-9a58-2faf33441f1d · inbound

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

Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs dKV-Cache: The Cache for Diffusion Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T15:58:14.912908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20102168-ea77-4daf-aa1d-3256cd232747 · inbound

Simple Policy Gradients for Reasoning with Diffusion Language Models cites this paper.

Simple Policy Gradients for Reasoning with Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T11:38:52.560659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 331f9718-0159-4aa8-862a-5a2cbbbdd361 · inbound

Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion cites this paper.

Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion dKV-Cache: The Cache for Diffusion Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:11:14.611613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 299cd264-8b51-4e98-bfba-b468464c6992 · 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 dKV-Cache: The Cache for Diffusion Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T21:31:34.904750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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

Reference 19

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1cad497-ab5f-4dac-90b2-9ee8ba46a4b2 · inbound

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

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:35.294723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c029df7-316a-4645-b054-41d5d7ef96b2 · 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 dKV-Cache: The Cache for Diffusion Language Models

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:31:19.277458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation adf646da-4de1-4373-8851-da2335f752ce · inbound

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

FlashBlock: Attention Caching for Efficient Long-Context Block Diffusion dKV-Cache: The Cache for Diffusion Language Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T04:24:05.894101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1b1075d-ff89-45f9-bf6b-4045f15d8ba6 · inbound

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs cites this paper.

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs dKV-Cache: The Cache for Diffusion Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T04:07:43.895110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b6eb4e3-9429-4b5a-8254-4ccc8ad584db · 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 dKV-Cache: The Cache for Diffusion Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T06:06:06.779366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4808324c-c034-445b-8ebd-7de1a882e5dc · inbound

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

A Comparative analysis of Layer-wise Representational Capacity in AR and Diffusion LLMs dKV-Cache: The Cache for Diffusion Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T15:06:10.088470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 16271fa4-81d2-439a-817a-b48eb8f553ca · inbound

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

A Comparative analysis of Layer-wise Representational Capacity in AR and Diffusion LLMs dKV-Cache: The Cache for Diffusion Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T05:57:08.013699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2ef35a8-8413-4c99-8683-5048a3db85e0 · inbound

DualDiffusion: A Speculative Decoding Strategy for Masked Diffusion Models cites this paper.

DualDiffusion: A Speculative Decoding Strategy for Masked Diffusion Models dKV-Cache: The Cache for Diffusion Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:55:52.485178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6d7e55cf-f729-4d97-a729-1088a0042f10 · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs dKV-Cache: The Cache for Diffusion Language Models

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:45:55.915284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5d555c91-64eb-4ac2-bef7-a9d3b48b7942 · inbound

DMax: Aggressive Parallel Decoding for dLLMs cites this paper.

DMax: Aggressive Parallel Decoding for dLLMs dKV-Cache: The Cache for Diffusion Language Models

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:47:40.235722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 78e334c2-02dc-4f4a-ba76-71c3bdfa198c · inbound

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

Stability-Weighted Decoding for Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:31:31.324664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 310c6f96-9478-4eb9-a715-a3d081ab485d · 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 dKV-Cache: The Cache for Diffusion Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:46:25.680494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0ade42e0-49f4-40b7-8f9e-b5c8cbadd279 · inbound

Consistent Diffusion Language Models cites this paper.

Consistent Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:51:04.836536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5af9c771-90fd-4ed2-bac0-16cae20bfb1a · inbound

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

DARE: Diffusion Language Model Activation Reuse for Efficient Inference dKV-Cache: The Cache for Diffusion Language Models

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T03:26:19.682913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation eb660baa-c8eb-4e48-aa34-f8b1c3d458db · 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 dKV-Cache: The Cache for Diffusion Language Models

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:46:26.034064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7d11f95d-593e-439c-ac6e-7a3270ccf72c · inbound

Muninn: Your Trajectory Diffusion Model But Faster cites this paper.

Muninn: Your Trajectory Diffusion Model But Faster dKV-Cache: The Cache for Diffusion Language Models

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:56:27.588353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 92bd7f62-ca1c-48fa-ab44-1f56159ff89d · inbound

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

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion dKV-Cache: The Cache for Diffusion Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:49:24.893227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d90ca113-b18f-48ef-a912-73b75de7a72f · inbound

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

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion dKV-Cache: The Cache for Diffusion Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:39:03.370154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7d8be878-a96a-45e4-8166-14c00b6596cb · inbound

Elastic-dLLM: Position Preserving Context Compression and Augmentation of Diffusion LLMs cites this paper.

Elastic-dLLM: Position Preserving Context Compression and Augmentation of Diffusion LLMs dKV-Cache: The Cache for Diffusion Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:13:17.907799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 055c3160-77b4-43e7-80d1-af16600d9bf7 · inbound

Drifting Objectives for Refining Discrete Diffusion Language Models cites this paper.

Drifting Objectives for Refining Discrete Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:23:05.629856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6bb5c8fc-a2bc-4180-8bb0-5ba106576c76 · inbound

TIDE: Efficient and Lossless MoE Diffusion LLM Inference with I/O-aware Expert Offload cites this paper.

TIDE: Efficient and Lossless MoE Diffusion LLM Inference with I/O-aware Expert Offload dKV-Cache: The Cache for Diffusion Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:13:03.704690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3ae9365c-3c58-440a-aa3d-d960936d841a · inbound

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

PulseCol: Periodically Refreshed Column-Sparse Attention for Accelerating Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:09:38.702899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 80f1760e-6b83-4097-9fd4-aaf2514d27a0 · inbound

WaveFilter: Enhancing the Long-Context Capability of Diffusion LLMs via Wavelet-Guided KV Cache Filtering cites this paper.

WaveFilter: Enhancing the Long-Context Capability of Diffusion LLMs via Wavelet-Guided KV Cache Filtering dKV-Cache: The Cache for Diffusion Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:02:33.539893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dded29b5-222b-4259-b60b-1eea4953b0cc · inbound

SimSD: Simple Speculative Decoding in Diffusion Language Models cites this paper.

SimSD: Simple Speculative Decoding in Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:56:19.572445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2d70d8ab-8310-4dee-80c9-bc82ec4e273b · inbound

AsyncLane: Decoupling Refinement from Advancement in Diffusion Language Model Decoding cites this paper.

AsyncLane: Decoupling Refinement from Advancement in Diffusion Language Model Decoding dKV-Cache: The Cache for Diffusion Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:27:25.768144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e6d94c8c-7f0f-43ff-b91d-d76c320357e3 · inbound

Improved Large Language Diffusion Models cites this paper.

Improved Large Language Diffusion Models dKV-Cache: The Cache for Diffusion Language Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:20:05.600761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 29e0803d-f212-4e95-8759-6331721d0d88 · inbound

Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM cites this paper.

Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM dKV-Cache: The Cache for Diffusion Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:33:28.295423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 01addc37-21fe-42fb-bc40-435440b1cf1d · inbound

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis cites this paper.

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis dKV-Cache: The Cache for Diffusion Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:14:26.594399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 56d813eb-b96a-48c9-8663-7998a002160d · inbound

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis cites this paper.

Nemotron-Labs-Diffusion-Image: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis dKV-Cache: The Cache for Diffusion Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T09:39:33.236358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 424817c7-15e2-425a-baa3-08ed58b79c58 · inbound

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding cites this paper.

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding dKV-Cache: The Cache for Diffusion Language Models

Reference 139

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T17:38:43.633789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8a3d6f89-a2fe-45f7-8af4-b0154b74d73a · inbound

Training Hybrid Block Diffusion Language Models with Partial Bidirectionality cites this paper.

Training Hybrid Block Diffusion Language Models with Partial Bidirectionality dKV-Cache: The Cache for Diffusion Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:40.273325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f67277e8-3340-4071-9266-a28eb77da737 · inbound

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

Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers dKV-Cache: The Cache for Diffusion Language Models

Reference 33

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eef39733-e605-43c6-869d-308e4a8ef461 · inbound

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

Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers dKV-Cache: The Cache for Diffusion Language Models

Reference 33

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6be4ad2-c798-4782-842c-e59f1aae65fb · inbound

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

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding dKV-Cache: The Cache for Diffusion Language Models

Reference 62

Resolution: verified exact; local_arxiv, observed 2026-07-11T03:07:52.108528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d6ef4718-def9-4b1a-9c79-306795d83737 · inbound

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

Polestar: Drift-Aware Cache Calibration and Token Commitment for Efficient Inference of Diffusion LLMs dKV-Cache: The Cache for Diffusion Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T14:46:39.626083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c2e671-5f8e-45e7-9a47-c16eba3394e6 · inbound

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

Seeing the End at Step Zero: Accelerating Diffusion MLLMs via MLP Sparsity-Aware Truncation dKV-Cache: The Cache for Diffusion Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T01:48:53.941991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af10b56e-ac39-4055-9166-e4182e424d5e · inbound

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

Mask-Aware Policy Gradients for Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 1959

Resolution: unresolved; no resolver link, observed 2026-08-01T23:55:56.796892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4da808d-e1b9-405c-a5dd-9b39decee86b · inbound

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

FlowBlock: Wavefront-Parallel Decoding for Self-Correcting Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T17:28:55.370896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d711fa9-e3f3-4e83-a04e-2a99c6136159 · inbound

Beyond On-Policy Exploration: Integrating External Policy Rollouts for Reinforcement Learning in Diffusion Language Models cites this paper.

Beyond On-Policy Exploration: Integrating External Policy Rollouts for Reinforcement Learning in Diffusion Language Models dKV-Cache: The Cache for Diffusion Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T22:20:08.739938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.