Paper Citation Record · LEDGER

Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 35 inbound Pith citation observations for arXiv:2410.14157.

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

pith.paper-citation-record.v1
2410.14157 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 35 of 35 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:40:17.412697Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:09:58.819186Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9bddd2b0-4e35-4618-9256-7f969df87778 · inbound

Large Concept Models: Language Modeling in a Sentence Representation Space cites this paper.

Large Concept Models: Language Modeling in a Sentence Representation Space Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 120

Resolution: unresolved; no resolver link, observed 2026-08-11T17:37:01.302103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db06a411-7239-4560-acec-193bc9737f02 · inbound

Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions cites this paper.

Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T14:30:26.648499Z

Source-reported events for the cited work

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Observation de7b6fb5-3b49-4fca-a6c4-e5159b94a4ec · inbound

d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning cites this paper.

d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T12:40:17.412697Z

Source-reported events for the cited work

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Observation ee6bcc26-c9a3-42c4-8471-0480ce1f13f1 · inbound

FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities cites this paper.

FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:04:55.361338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aabd527-2a11-4cac-bfbb-9034ec3c56b2 · inbound

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking cites this paper.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:51.388338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c17075c-be4f-46fc-b492-2a89a1279b6d · inbound

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

Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:42.088637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ac99ccb-3d23-44dc-9917-4621da7e999c · inbound

LLM-First Search: Self-Guided Exploration of the Solution Space cites this paper.

LLM-First Search: Self-Guided Exploration of the Solution Space Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:46.772288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddd3084f-690f-4856-8a3f-6efcf9aa4416 · inbound

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

DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T22:52:33.485058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40ef84d1-727d-497e-8a27-33cd8ae3b9e5 · inbound

A Survey on Latent Reasoning cites this paper.

A Survey on Latent Reasoning Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:33.044582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df3b00d8-40cf-423d-a84f-e67f6e18f59b · inbound

A Survey on Diffusion Language Models cites this paper.

A Survey on Diffusion Language Models Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T20:15:19.061413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 388e801d-9ddf-4eb4-a37f-bfeb6504c033 · inbound

SSA: Improving Performance With a Better Scoring Function cites this paper.

SSA: Improving Performance With a Better Scoring Function Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T22:01:52.027819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e4746e23-cbda-4f6d-8c87-f343344326b2 · inbound

Any-Order Flexible Length Masked Diffusion cites this paper.

Any-Order Flexible Length Masked Diffusion Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T13:20:05.259364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da78b92e-6287-4f43-b56d-ea9190678f26 · inbound

Agentic Reasoning for Large Language Models cites this paper.

Agentic Reasoning for Large Language Models Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 149

Resolution: verified exact; arxiv_id, observed 2026-05-17T15:14:26.144400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 95aefddd-62f1-4d00-a919-3c644fe0c5b2 · 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 Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T09:03:21.347597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc189631-ac59-4788-8b56-9f30eb61386f · inbound

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

Improving Sampling for Masked Diffusion Models via Information Gain Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:35:29.603555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ffdadcfe-76fc-425c-a91a-42f9c66032c2 · 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 Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:40:00.223738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 50681172-fdc6-494c-95cd-08d45a254d8a · inbound

Continuous Latent Diffusion Language Model cites this paper.

Continuous Latent Diffusion Language Model Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:11:10.802779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 78460096-68d4-4674-9f4e-72015ed11e65 · inbound

How to Train Your Latent Diffusion Language Model Jointly With the Latent Space cites this paper.

How to Train Your Latent Diffusion Language Model Jointly With the Latent Space Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:30:55.641894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7320e2cd-686f-44fc-a827-46e6bc4e03b4 · inbound

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

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:07:27.799424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3eb1566e-9f12-4163-a11e-427644048d64 · inbound

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

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:19:28.287287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 57c41069-4acb-4a6e-9799-ae37e31fcd56 · inbound

Beyond Execution: Static-Analysis Rewards and Hint-Conditioned Diffusion RL for Code Generation cites this paper.

Beyond Execution: Static-Analysis Rewards and Hint-Conditioned Diffusion RL for Code Generation Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:08:21.276454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e654676e-ad5f-41ae-8bf6-d4886e4ab7f6 · inbound

Self-Supervised On-Policy Distillation for Reasoning Language Models cites this paper.

Self-Supervised On-Policy Distillation for Reasoning Language Models Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 88

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:43:22.218302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 92d7a1f3-4a18-4a06-a717-7c0a9d43a44c · inbound

Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation cites this paper.

Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:46:10.831805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7374920e-011f-4ddf-ac7d-df4e0886749f · inbound

Reinforcement Learning from Denoising Feedback cites this paper.

Reinforcement Learning from Denoising Feedback Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:23:58.872197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4109cfc8-3857-4e34-ae35-df42cd648710 · inbound

Looped Diffusion Language Models cites this paper.

Looped Diffusion Language Models Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.117809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e16f0bb5-5dda-4996-a6f8-0c621077d2fc · inbound

Adaptive Order Policies for Masked Diffusion cites this paper.

Adaptive Order Policies for Masked Diffusion Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 124

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:42:49.842113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2e38d6de-8f7e-43bd-a60c-f3638febe047 · inbound

Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models cites this paper.

Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:57:26.565637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2cd92dcf-9ce4-4b83-9021-82741a67b582 · inbound

PearlVLA: Progressive Embodied Action-Plan Refinement in Latent Space cites this paper.

PearlVLA: Progressive Embodied Action-Plan Refinement in Latent Space Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:58:58.498676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 200d6d22-1a73-4527-a267-0640446a9b0f · inbound

Where to Place the Query? Unveiling and Mitigating Positional Bias in In-Context Learning for Diffusion LLMs via Decoding Dynamics cites this paper.

Where to Place the Query? Unveiling and Mitigating Positional Bias in In-Context Learning for Diffusion LLMs via Decoding Dynamics Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:25:40.606002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 75887170-5c01-445b-9795-dca3285ead24 · inbound

Posterior Refinement: Fast Language Generation via Any-Order Flow Maps cites this paper.

Posterior Refinement: Fast Language Generation via Any-Order Flow Maps Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:09:58.820731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e374e6c1-e0a7-4947-82b1-04f2d2c588e9 · inbound

BlockServe: Block-Grained Continuous Batching for High-Throughput Diffusion LLM Serving cites this paper.

BlockServe: Block-Grained Continuous Batching for High-Throughput Diffusion LLM Serving Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T05:43:12.690359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abccc10b-cf19-4840-a2e0-f3066a10aec8 · inbound

Concurrent Image Understanding and Generation: Self-Correcting Coupled Markov Jump Processes cites this paper.

Concurrent Image Understanding and Generation: Self-Correcting Coupled Markov Jump Processes Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T06:02:12.105528Z

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Unavailable: canonical work link unavailable.

Observation 7e8829ae-f3b9-48a2-ae50-9ef3974b034a · inbound

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models cites this paper.

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T14:25:36.278488Z

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Unavailable: canonical work link unavailable.

Observation 7a35508a-484e-4044-b9e5-a99f484e16b2 · inbound

Escaping Confidence Trap: Evolutionary Decoding for Mathematical Reasoning in Diffusion LLMs cites this paper.

Escaping Confidence Trap: Evolutionary Decoding for Mathematical Reasoning in Diffusion LLMs Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T00:36:12.993823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b661e5b2-1b26-4a38-8fd4-2207cde2dd89 · inbound

Retrofitting Linear Attention into Diffusion Language Models cites this paper.

Retrofitting Linear Attention into Diffusion Language Models Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T04:14:52.251220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.