Paper Citation Record · LEDGER

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models

As of 18 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2608.02942.

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

pith.paper-citation-record.v1
2608.02942 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:59:01.776345Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact2
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df53f61c-a57f-4ea5-a67f-83322de4f780 · outbound

This paper cites Cheng, S.; Bian, Y.; Liu, D.; Jiang, Y.; Liu, Y.; Zhang, L.; Wang, W.; Guo, Q.; Chen, K.; Qi, B.; and Zhou, B.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Cheng, S.; Bian, Y.; Liu, D.; Jiang, Y.; Liu, Y.; Zhang, L.; Wang, W.; Guo, Q.; Chen, K.; Qi, B.; and Zhou, B

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.736039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d86fc0e2-0452-46ff-8179-1d8a8b390fb1 · outbound

This paper cites Cobbe, K.; Kosaraju, V.; Bavarian, M.; Chen, M.; Jun, H.; Kaiser, L.; Plappert, M.; Tworek, J.; Hilton, J.; Nakano, R.; Hesse,C.;andSchulman,J.2021.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Cobbe, K.; Kosaraju, V.; Bavarian, M.; Chen, M.; Jun, H.; Kaiser, L.; Plappert, M.; Tworek, J.; Hilton, J.; Nakano, R.; Hesse,C.;andSchulman,J.2021

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.740134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9e5a6c9-5621-410f-bdd2-ab42d55d5a95 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Measuring Mathematical Problem Solving With the MATH Dataset

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.744567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d6ba315-1517-438b-9c03-a3a367129795 · outbound

This paper cites Large Language Diffusion Models.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Large Language Diffusion Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.749331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5031ea4b-2cf4-4e92-bdf4-6bd777cad02e · outbound

This paper cites Trace-Based On-Policy Distillation for Masked Diffusion Language Models.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Trace-Based On-Policy Distillation for Masked Diffusion Language Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:59:01.871518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ed69a208-d10f-4a9f-b45f-bc4958c6657c · outbound

This paper cites Data-Efficient Autoregressive-to-Diffusion Language Models via On-Policy Distillation.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Data-Efficient Autoregressive-to-Diffusion Language Models via On-Policy Distillation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.764037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd9eb10b-2711-4d3c-9940-41e7dd30aa67 · outbound

This paper cites Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.767961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56e51e6c-d2e0-45d1-8aac-5a1cd3498482 · outbound

This paper cites Dream 7B: Diffusion Large Language Models.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Dream 7B: Diffusion Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.772101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c37d4219-b0d3-4d52-8dc5-74692619e486 · outbound

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

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models TAD: Temporal-Aware Trajectory Self-Distillation for Fast and Accurate Diffusion LLM

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:59:01.817863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 39bf848e-86c8-401d-afb1-420300009734 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Evaluating Large Language Models Trained on Code

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.731098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 338e4086-f86e-490a-82dd-566798267e70 · outbound

This paper cites On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.721536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4fd786a-dc50-4a69-9d83-097a56d17efa · outbound

This paper cites Program Synthesis with Large Language Models.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models Program Synthesis with Large Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.726608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 494b753f-6afd-4b85-ba8f-b94559bccd55 · outbound

This paper cites d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation.

OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-15T14:59:01.754448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.