Paper Citation Record · LEDGER

Do we need equivariant models for molecule generation?

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2507.09753.

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

pith.paper-citation-record.v1
2507.09753 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:54:42.628597Z

measured 12 of 12 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 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

12 of 12 outbound references displayed

verified exact4
verified fuzzy3
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fad51347-cdc0-4689-a99e-78e82893a341 · outbound

This paper cites Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges.

Do we need equivariant models for molecule generation? Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:42.565339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a028680-336e-4d95-bc2d-865e388b836c · outbound

This paper cites Emergent Equivariance in Deep Ensembles.

Do we need equivariant models for molecule generation? Emergent Equivariance in Deep Ensembles

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:42.587537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dd78370-0af5-4e86-b35f-00fd45d8288f · outbound

This paper cites Structure-based drug design by denoising voxel grids.

Do we need equivariant models for molecule generation? Structure-based drug design by denoising voxel grids

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:42.605927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cafec122-fe2e-46d4-8555-35464cc578f7 · outbound

This paper cites Appendix A.1.

Do we need equivariant models for molecule generation? Appendix A.1

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:54:42.919347Z

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 9efba770-6c05-4204-88db-a8414f56ad51 · outbound

This paper cites an unresolved cited work.

Do we need equivariant models for molecule generation? Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:54:42.894552Z

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 3e893de6-7ede-4caf-bffa-70f0fa21bff2 · outbound

This paper cites O., Mahajan, S.

Do we need equivariant models for molecule generation? O., Mahajan, S

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:54:42.935831Z

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 a06eb988-4f2f-43af-9749-4a279fad541d · outbound

This paper cites Soft Random Sampling: A Theoretical and Empirical Analysis.

Do we need equivariant models for molecule generation? Soft Random Sampling: A Theoretical and Empirical Analysis

Reference 2018

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:54:42.828007Z

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 46661f99-6e4f-4e29-9f64-98a3feb15a0e · outbound

This paper cites MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation.

Do we need equivariant models for molecule generation? MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation

Reference 2019

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:54:42.687098Z

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 572c52ac-0003-4cff-b5b4-f812a85661d7 · outbound

This paper cites Learning a Continuous Representation of 3D Molecular Structures with Deep Generative Models.

Do we need equivariant models for molecule generation? Learning a Continuous Representation of 3D Molecular Structures with Deep Generative Models

Reference 2020

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:54:42.723667Z

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 d3523054-8cb0-4372-8ab2-da1bf30a022e · outbound

This paper cites Equivariant Energy-Guided SDE for Inverse Molecular Design.

Do we need equivariant models for molecule generation? Equivariant Energy-Guided SDE for Inverse Molecular Design

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:42.556267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e18b8ae-3299-4f9a-9cd5-60aef4b92b49 · outbound

This paper cites Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data.

Do we need equivariant models for molecule generation? Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:54:42.795824Z

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 31c41412-9492-4cac-9abe-7aef307a0405 · outbound

This paper cites C., Pederson, R., Underkoffler, C., Panjwani, Z., Wang-Henderson, M., Mardirossian, N., Katcher, M.

Do we need equivariant models for molecule generation? C., Pederson, R., Underkoffler, C., Panjwani, Z., Wang-Henderson, M., Mardirossian, N., Katcher, M

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:54:42.952063Z

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.

Pith citing papers

No inbound Pith citation observations are available.