Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:52:33.541150Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 70 inbound Pith citation observations for arXiv:2506.20639.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:52:33.541150Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:06:07.719627Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
84 of 84 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Polaris: A post-training recipe for scaling reinforcement learning on advanced reasoning models, 2025
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Block diffusion: Interpolating between autoregressive and diffusion language models
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Observation bc8505a4-762c-4656-a3d0-7578fa208f87 · outbound
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Johnson, Jonathan Ho, Daniel Tarlow, and Rianne van den Berg
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Program Synthesis with Large Language Models
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Evaluating Large Language Models Trained on Code
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Unresolved cited work
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Training Verifiers to Solve Math Word Problems
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Observation a82f1126-2343-42f4-9861-ee0dd95ad312 · outbound
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
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Observation 65d7eb15-acb3-4dc9-9ab2-76968a7f49e8 · outbound
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Gemini diffusion
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation D iffu S eq-v2: Bridging discrete and continuous text spaces for accelerated S eq2 S eq diffusion models
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Diffuseq: Sequence to sequence text generation with diffusion models
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation When Attention Sink Emerges in Language Models: An Empirical View
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation General principles of antithetic variates
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation A new monte carlo technique: antithetic variates
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation SSD - LM : Semi-autoregressive simplex-based diffusion language model for text generation and modular control
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Denoising diffusion probabilistic models
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Argmax flows and multinomial diffusion: Learning categorical distributions
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Abdelfattah, Jae-sun Seo, Zhiru Zhang, and Udit Gupta
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Mercury: Ultra-fast language models based on diffusion
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation LaViDa: A Large Diffusion Language Model for Multimodal Understanding
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation StarCoder 2 and The Stack v2: The Next Generation
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation dKV-Cache: The Cache for Diffusion Language Models
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Scaling up Masked Diffusion Models on Text
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Zero: Memory optimizations toward training trillion parameter models
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Code Llama: Open Foundation Models for Code
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Sahoo, Marianne Arriola, Yair Schiff, Aaron Gokaslan, Edgar Marroquin, Justin T
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DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation C ode F usion: A pre-trained diffusion model for code generation
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Observation b77f981d-fd08-4a15-86df-a70a2a31c8f5 · outbound
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Unresolved cited work
Reference 83
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39935ecf-11fb-49a0-9066-fe22cffe3bc1 · outbound
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Unresolved cited work
Reference 84
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fc2d063-21c9-4eb7-89b0-9d35c9bc826a · inbound
Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potential DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0bd7c05-de1a-4e61-bbfa-52bd2106b039 · inbound
A Survey on Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 84
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 221f89fb-3a73-4331-9671-19a81ecf03de · inbound
Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 514da1a9-d2c9-43f6-b49f-a2d77aa6dce7 · inbound
Any-Order Flexible Length Masked Diffusion DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4990451-0ad1-4c34-9ff2-737558872ee0 · inbound
Dream-Coder 7B: An Open Diffusion Language Model for Code DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b0407d5-340d-4d8e-9261-46b063a6af7b · inbound
Set Block Decoding is a Language Model Inference Accelerator DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c30401bf-c138-45b5-9c2b-ee98055d6589 · inbound
Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a4f0adf-1bda-4917-b276-6b600e13663f · inbound
A Survey of Reinforcement Learning for Large Reasoning Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 164
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0162aa2f-a1d6-4908-9afa-cd944c5e0b61 · inbound
Inpainting-Guided Policy Optimization for Diffusion Large Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation beffa496-133e-4054-8e73-820fa20aec50 · inbound
FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 017ff2ae-bc7b-43e6-9d51-2f6cfa799953 · inbound
Fine-Tuning Masked Diffusion for Provable Self-Correction DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e49b96e-8959-4739-99cb-49ff062aafe7 · inbound
Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e03e251a-12ef-4eae-b18b-6a2c41a8a34b · inbound
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b1cadbe-872b-4225-999f-b31939406525 · inbound
Enhancing Reasoning for Diffusion LLMs via Distribution Matching Policy Optimization DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 219c33d0-6259-495e-a86f-3250938fab81 · inbound
Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1692b1fb-c5e3-417c-b459-488f0dbbe7a7 · inbound
Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f7ec7ae9-497b-4031-990b-e58be4e42996 · inbound
PartDiffuser: Part-wise 3D Mesh Generation via Discrete Diffusion DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3be0d842-2301-4d18-8b46-e060c2fc3730 · inbound
PartDiffuser: Part-wise 3D Mesh Generation via Discrete Diffusion DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 617adb40-3f13-4ff0-98f5-2d6e369c3193 · inbound
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d7e21525-dc05-407e-a031-dcb667a7f54b · inbound
T$^\star$: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3f2b1e0-da3d-4df8-807a-16cb98d815c0 · inbound
The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0881c3cf-7621-424b-8d2b-895dc7cfeeb6 · inbound
UnMaskFork: Test-Time Scaling for Masked Diffusion via Deterministic Action Branching DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e19f6644-342f-42a9-bdb8-c009f0d7ea48 · inbound
Diffusion-State Policy Optimization for Masked Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 075c6df8-e80c-4935-ba58-53e14dcc2620 · inbound
Diffusion-State Policy Optimization for Masked Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7645492c-b747-4fc7-a406-05a27be87c8a · inbound
DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25bab7dd-04e8-481d-810f-ac3cc2f2310d · inbound
Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f938b7c-3a01-4a52-9f10-eeef2a24379d · inbound
A Comparative analysis of Layer-wise Representational Capacity in AR and Diffusion LLMs DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0160b08a-2cd8-42e5-a2bf-0128f7487d66 · inbound
A Comparative analysis of Layer-wise Representational Capacity in AR and Diffusion LLMs DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63497513-2a0f-4229-b29f-efd07cf2549e · inbound
LightningRL: Breaking the Accuracy-Parallelism Trade-off of Block-wise dLLMs via Reinforcement Learning DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d51c7a66-1170-4051-a65d-19dcee1f0a86 · inbound
S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculation DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7618b32-54b3-462c-94d3-eb7feaaec0d7 · inbound
Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 38c8914c-a52f-440e-8a59-ec4e9ec19a88 · inbound
DMax: Aggressive Parallel Decoding for dLLMs DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6c45b0c2-2c19-41da-b8fc-74005817c17d · inbound
DMax: Aggressive Parallel Decoding for dLLMs DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c7aa6ed4-c02b-46eb-b4de-21f9d937c096 · inbound
Dataset-Level Metrics Attenuate Non-Determinism: A Fine-Grained Non-Determinism Evaluation in Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 24dff20c-7ca7-48b3-9a0a-0d14f782033e · inbound
DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58ea2630-a7b9-40af-83c6-9ae380efb600 · inbound
Stability-Weighted Decoding for Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d7764524-7db5-4011-a839-bea9ebc5f276 · inbound
Discrete Tilt Matching DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 90ae4c27-6b08-4d5b-9ce9-8cdfe7e97bef · inbound
Simple Self-Conditioning Adaptation for Masked Diffusion Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2529f573-1aad-4724-a874-574a704f4b48 · inbound
Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 238f76db-ce4e-4e37-9156-a108055f4f2a · inbound
Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ddc5fe59-19a2-4f1e-a479-4fdb3aa21c93 · inbound
Infinite Mask Diffusion for Few-Step Distillation DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cec11caf-92a9-43a9-9e0c-90c3161df71c · inbound
DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 939c2c32-ac32-4b56-9e4a-d3818825b68a · inbound
Constrained Code Generation with Discrete Diffusion DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5e26651e-60f9-49bf-984c-2f0ea7e635c2 · inbound
Beyond Execution: Static-Analysis Rewards and Hint-Conditioned Diffusion RL for Code Generation DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0b740989-a82e-4ef3-b76a-282c7c41de34 · inbound
SNLP: Layer-Parallel Inference via Structured Newton Corrections DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ce483b1d-6593-41e1-81b1-6966073a435c · inbound
SNLP: Layer-Parallel Inference via Structured Newton Corrections DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d7db372a-2ab4-44fa-8a20-7d10cf9089fd · inbound
Reinforcement Learning from Denoising Feedback DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 11c48055-25b6-4d3f-945b-faac05859e13 · inbound
The Confidence Shortcut: A Reasoning Failure Mode of Masked Diffusion Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c3004e32-4a08-4461-99f2-30a01c9966ca · inbound
GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7bb60e64-6ab6-49a8-bfb0-ab18c450b356 · inbound
Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8f1b375b-00ca-4521-9b9a-889899d0de85 · inbound
dMoE: dLLMs with Learnable Block Experts DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a8d63bc0-4713-4e57-ad6e-ee66eba88d3f · inbound
WaveFilter: Enhancing the Long-Context Capability of Diffusion LLMs via Wavelet-Guided KV Cache Filtering DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f8fa62d9-6698-4114-998b-c16b5ee64a76 · inbound
MaskForge: Structure-Aware Adaptive Attacks for Jailbreaking Diffusion Large Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 72a33a4b-f832-4c15-b5d6-f2c903efd0fa · inbound
Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8ecc9a3a-8629-4cb3-ac93-ecfa3dd15024 · inbound
NAVIRA: Decoupled Stochastic Remasking for Masked Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9f10043a-2bb9-4931-9a40-e85ef29c0f0a · inbound
Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a1fff427-e6cf-491a-b9ec-2fa8115ca9d5 · inbound
Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fb4f6fe9-af7b-4840-8670-39f8a12ba079 · inbound
Learning from the Self-future: On-policy Self-distillation for dLLMs DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 95bcc3e0-7698-491d-bc9e-6b36e4e1361b · inbound
SLIM-RL: Risk-Budgeted Random-Masking RL for Diffusion LLMs Without Trajectory Slicing DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d2e5b1b3-0be4-4705-a441-4728d71b3c7d · inbound
TACG: Trajectory-Aware Commit Gating for Diffusion Language Model Decoding DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e83a8e57-60fd-4b7b-86eb-64fa80541bc3 · inbound
Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03c7ef51-da16-42ce-89cb-f26fa37712c6 · inbound
Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ce9c2c3-aacd-485d-acd7-144acb5d389d · inbound
Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation adb2c22b-069d-410f-81a3-0e1ded022e21 · inbound
Discrete Diffusion Models: A Unified Framework from Tokenization to Generation DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e02d4c03-53ea-46d9-9c5f-124315a3a594 · inbound
Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a7ff4ee-9cc4-49c0-8bdd-9b199bdd6f54 · inbound
Hierarchical Domain Generalization DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 163
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01931d61-0985-4037-acdd-543c2aa4af8a · inbound
Rethinking the Generation Order of Block Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33c79516-26e1-4ed0-94e9-6a4f8b6d6b5b · inbound
From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbfbfa29-65ab-4a66-978b-fe882089a4f9 · inbound
CoGate: Confidence-Gated Co-Decoding for Secure Code Generation DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ad35dd3-0b95-467f-9b14-95345db8f117 · inbound
Beyond On-Policy Exploration: Integrating External Policy Rollouts for Reinforcement Learning in Diffusion Language Models DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.