Paper Citation Record · LEDGER

Revisiting Sampling Strategies for Molecular Generation

As of 10 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2506.17340.

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

pith.paper-citation-record.v1
2506.17340 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:54:13.321470Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T15:56:09.312666Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T21:56:16.212931Z

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy9
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2af97152-b85d-4085-931f-ecd213145143 · outbound

This paper cites and Gomez-Bombarelli, R.

Revisiting Sampling Strategies for Molecular Generation and Gomez-Bombarelli, R

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:54:11.181146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c0c5659-ce17-4b74-b514-7a6ad86ad7c1 · outbound

This paper cites Analytic-dpm: an analytic estimate of the optimal reverse variance in diffusion probabilistic models.

Revisiting Sampling Strategies for Molecular Generation Analytic-dpm: an analytic estimate of the optimal reverse variance in diffusion probabilistic models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:54:15.546524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 085d13a7-4c46-410c-98b5-64e754791200 · outbound

This paper cites Unigem: A unified approach to generation and property prediction for molecules.

Revisiting Sampling Strategies for Molecular Generation Unigem: A unified approach to generation and property prediction for molecules

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:54:15.295625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c5bb96e-1dc1-4c1b-809e-6afb2f620e44 · outbound

This paper cites Bayesian Flow Networks.

Revisiting Sampling Strategies for Molecular Generation Bayesian Flow Networks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:54:11.608344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d72900-37e5-4b5c-9e97-47e696a266a7 · outbound

This paper cites Denoising diffusion probabilistic models.

Revisiting Sampling Strategies for Molecular Generation Denoising diffusion probabilistic models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T23:54:11.751909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a61616a-08bf-464e-886b-9559f64015d4 · outbound

This paper cites G., Vignac, C., and Welling, M.

Revisiting Sampling Strategies for Molecular Generation G., Vignac, C., and Welling, M

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T23:54:11.833155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8460d4fe-9d44-48e1-a5d0-098e22722770 · outbound

This paper cites Straight-Line Diffusion Model for Efficient 3D Molecular Generation.

Revisiting Sampling Strategies for Molecular Generation Straight-Line Diffusion Model for Efficient 3D Molecular Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T23:54:11.925070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b81f236a-2ff9-49e7-a14f-4497c464e224 · outbound

This paper cites O., Rupp, M., and Von Lilienfeld, O.

Revisiting Sampling Strategies for Molecular Generation O., Rupp, M., and Von Lilienfeld, O

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T23:54:12.018757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 372f4d79-a173-457c-bd53-43b701c7dad9 · outbound

This paper cites C., and Reymond, J.-L.

Revisiting Sampling Strategies for Molecular Generation C., and Reymond, J.-L

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:54:15.054889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8081488e-4fc5-4de2-b3e2-350aef4626d6 · outbound

This paper cites and Hyv \"a rinen, A.

Revisiting Sampling Strategies for Molecular Generation and Hyv \"a rinen, A

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:54:14.800679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d1be7f0-6d86-4a69-92aa-68ad315f92b8 · outbound

This paper cites Denoising diffusion implicit models.

Revisiting Sampling Strategies for Molecular Generation Denoising diffusion implicit models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:54:14.485437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c4d65206-97e7-43b4-a26c-91a14dc48daf · outbound

This paper cites and Ermon, S.

Revisiting Sampling Strategies for Molecular Generation and Ermon, S

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:54:12.526175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aea77f2-3a64-460d-af52-a6013747b06d · outbound

This paper cites P., Kumar, A., Ermon, S., and Poole, B.

Revisiting Sampling Strategies for Molecular Generation P., Kumar, A., Ermon, S., and Poole, B

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:54:14.212719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 48cdadf0-66e0-488a-b5cc-32c2b8536b73 · outbound

This paper cites Unified generative modeling of 3d molecules with bayesian flow networks.

Revisiting Sampling Strategies for Molecular Generation Unified generative modeling of 3d molecules with bayesian flow networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:54:14.022232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6192f71c-fb19-45a0-96be-b91dc92faf70 · outbound

This paper cites Unifying bayesian flow networks and diffusion models through stochastic differential equations.

Revisiting Sampling Strategies for Molecular Generation Unifying bayesian flow networks and diffusion models through stochastic differential equations

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:54:13.799775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d7024df4-e6c2-433d-9708-5fad9f828ea8 · outbound

This paper cites Sa-solver: Stochastic adams solver for fast sampling of diffusion models.

Revisiting Sampling Strategies for Molecular Generation Sa-solver: Stochastic adams solver for fast sampling of diffusion models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:54:13.623949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 88b91e27-d921-4a66-b4a2-67a4b42ee06c · outbound

This paper cites write newline.

Revisiting Sampling Strategies for Molecular Generation write newline

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T23:54:13.321470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 898a5c43-70b4-48ec-bcfd-fcf920471d00 · inbound

Uncertainty-Calibrated Diffusion for Reliable 3D Molecular Graph Generation cites this paper.

Uncertainty-Calibrated Diffusion for Reliable 3D Molecular Graph Generation Revisiting Sampling Strategies for Molecular Generation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:56:16.214373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.