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Paper Citation Record · LEDGER

Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2502.14944.

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

pith.paper-citation-record.v1
2502.14944 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:56:04.725283Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:27:08.365648Z

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 bbeddea6-c4b5-46b8-beb0-b03aeb73cb91 · inbound

Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL cites this paper.

Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T13:56:04.725283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:56:04.725283Z digest=sha256:20f0d8b87b80a5d1c72fef85ba378726352d170d32be8da44acea60c78aa629a

Observation da39977a-2633-4955-b1de-ecaa38605aa9 · inbound

Posterior Inference in Latent Space for Scalable Constrained Black-box Optimization cites this paper.

Posterior Inference in Latent Space for Scalable Constrained Black-box Optimization Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-19T07:12:09.615291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-19T07:07:33.125667Z digest=sha256:90c0570ceff80da36723df8237b83e4fd9b8eb4876823b4186fbcf16f16357da

Observation b230a48c-80db-4e87-8896-0cd9c1e7e68d · inbound

MP2D: Constrained Monte Carlo Tree-Guided Diffusion for Multi-Objective Protein Sequence Design cites this paper.

MP2D: Constrained Monte Carlo Tree-Guided Diffusion for Multi-Objective Protein Sequence Design Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T22:16:13.389576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-08T03:12:06.824737Z digest=sha256:91148a84bcd5187a848ac108589bce39d3c7cfda97b556fd05c6ea6553740aa2

Observation 83e5a7ae-03c8-40db-bf8f-6cb1161e700c · inbound

LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling cites this paper.

LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:45:51.131139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-11T01:43:15.520788Z digest=sha256:c6c3237e9b87c52b6a41397c713b51331d7e304b7e6c3f8559e4955aaaa5cac0

Observation 35ce7dd6-77ab-402b-a09f-543ba0257af2 · inbound

LPDP: Inference-Time Reward Control for Variable-Length DNA Generation with Edit Flows cites this paper.

LPDP: Inference-Time Reward Control for Variable-Length DNA Generation with Edit Flows Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T02:37:07.913970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-13T02:35:07.017444Z digest=sha256:8281013d2a85c55d362cd29d4692891df3c4a056014b1ca977f5a47f34d0ef10

Observation d5e1d2db-c1e4-4ee4-9f44-7f27d3c92565 · inbound

Generative Refinement for Low-Budget Black-Box Optimization cites this paper.

Generative Refinement for Low-Budget Black-Box Optimization Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:27:08.367061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T16:21:08.946990Z digest=sha256:df0e8fd9859bbfc2fa39996f7a0dc3b6c868f1dc4ecb2f0ba4141e73bfccff22

Observation da2f588d-c478-4f21-8585-9b82e420d29c · inbound

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization cites this paper.

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-12T06:44:20.438683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T06:44:20.438683Z digest=sha256:a2ec9502a8aa442d67a1193c59f46e622615798e4c033afc23fb442ade114153