Paper Citation Record · LEDGER

Flash Invariant Point Attention

As of 16 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2505.11580.

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

pith.paper-citation-record.v1
2505.11580 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:58:49.890021Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T02:29:52.764344Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy15
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation eef3a756-6a80-465d-a14d-4a91a125690e · outbound

This paper cites Highly accurate protein structure prediction with alphafold.nature, 596(7873):583–589, 2021.

Flash Invariant Point Attention Highly accurate protein structure prediction with alphafold.nature, 596(7873):583–589, 2021

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.525414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d1af3fa-2482-43c0-9408-6e9532c69243 · outbound

This paper cites Protein complex prediction with alphafold-multimer.biorxiv, pages 2021–10, 2021.

Flash Invariant Point Attention Protein complex prediction with alphafold-multimer.biorxiv, pages 2021–10, 2021

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.529951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4951cb05-ffa0-41de-bf0d-29206a523dd4 · outbound

This paper cites Openfold: Retraining alphafold2 yields new insights into its learning mechanisms and capacity for generalization.Nature Methods, 21(8):1514–1524, 2024.

Flash Invariant Point Attention Openfold: Retraining alphafold2 yields new insights into its learning mechanisms and capacity for generalization.Nature Methods, 21(8):1514–1524, 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.730371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 39431f56-2ab1-416e-a249-5102b605ff8d · outbound

This paper cites Language models of protein sequences at the scale of evolution enable accurate structure prediction.BioRxiv, 2022:500902, 2022.

Flash Invariant Point Attention Language models of protein sequences at the scale of evolution enable accurate structure prediction.BioRxiv, 2022:500902, 2022

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.538212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0481fdf0-d522-4c4d-8a30-713650cd7ac0 · outbound

This paper cites Accurate rna 3d structure prediction using a language model-based deep learning approach.Nature Methods, pages 1–12, 2024.

Flash Invariant Point Attention Accurate rna 3d structure prediction using a language model-based deep learning approach.Nature Methods, pages 1–12, 2024

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.541962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a332fc09-66b3-4875-8288-a94365db233b · outbound

This paper cites SE(3) diffusion model with application to protein backbone generation.

Flash Invariant Point Attention SE(3) diffusion model with application to protein backbone generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.545725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5c770eb-8659-4207-87dd-7cd773e5591b · outbound

This paper cites an unresolved cited work.

Flash Invariant Point Attention Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:58:50.706275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 98c5ed69-8036-4df3-aecd-da95866af8be · outbound

This paper cites Fast protein backbone generation with SE(3) flow matching.

Flash Invariant Point Attention Fast protein backbone generation with SE(3) flow matching

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.553763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dee2de89-7bee-4018-af64-554dcddcf7b7 · outbound

This paper cites Sequence- augmented se (3)-flow matching for conditional protein backbone generation.Advances in neural information processing systems, 2024.

Flash Invariant Point Attention Sequence- augmented se (3)-flow matching for conditional protein backbone generation.Advances in neural information processing systems, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.636579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 99c5baac-5821-46c8-b09e-126e1ca13006 · outbound

This paper cites Se (3)-stochastic flow matching for protein backbone generation.

Flash Invariant Point Attention Se (3)-stochastic flow matching for protein backbone generation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.499266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 61063265-0da2-4ad1-aad4-0c9951e0bd65 · outbound

This paper cites Framedipt: Se(3) diffusion model for protein structure inpainting.bioRxiv, 2023.

Flash Invariant Point Attention Framedipt: Se(3) diffusion model for protein structure inpainting.bioRxiv, 2023

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.447444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 386c880a-6436-458e-a4e2-9921a2c7c09a · outbound

This paper cites Proteus: exploring protein structure generation for enhanced designability and efficiency.bioRxiv, pages 2024–02, 2024.

Flash Invariant Point Attention Proteus: exploring protein structure generation for enhanced designability and efficiency.bioRxiv, pages 2024–02, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.433616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e71e8f37-b370-4dc3-8f71-58da05bb8575 · outbound

This paper cites Floating anchor diffusion model for multi-motif scaffolding.

Flash Invariant Point Attention Floating anchor diffusion model for multi-motif scaffolding

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.421867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa30349e-ea88-4601-ba9a-793b986c00f2 · outbound

This paper cites Generating Novel, Designable, and Diverse Protein Structures by Equivariantly Diffusing Oriented Residue Clouds.

Flash Invariant Point Attention Generating Novel, Designable, and Diverse Protein Structures by Equivariantly Diffusing Oriented Residue Clouds

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.633898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c1b50f4-64da-4542-b142-1c2a32f171f5 · outbound

This paper cites De novo antibody design with se (3) diffusion.Journal of Computational Biology, 2024.

Flash Invariant Point Attention De novo antibody design with se (3) diffusion.Journal of Computational Biology, 2024

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.411394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3119db28-a95c-4f20-946d-4b89d0c6119b · outbound

This paper cites Generating highly designable proteins with geometric algebra flow matching.

Flash Invariant Point Attention Generating highly designable proteins with geometric algebra flow matching

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.401299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6187efcd-9cc5-438a-9896-8f17d490aa78 · outbound

This paper cites P2dflow: A protein ensemble generative model with se(3) flow matching.Journal of Chemical Theory and Computation, 2025.

Flash Invariant Point Attention P2dflow: A protein ensemble generative model with se(3) flow matching.Journal of Chemical Theory and Computation, 2025

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.359081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c7888a80-8326-494a-af80-217448a1848b · outbound

This paper cites RNA-FrameFlow: Flow Matching for de novo 3D RNA Backbone Design.

Flash Invariant Point Attention RNA-FrameFlow: Flow Matching for de novo 3D RNA Backbone Design

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T20:58:50.037106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ed5aece7-33ea-4ab3-a8b0-45055c00a2d0 · outbound

This paper cites lociparse: a locality-aware invariant point attention model for scoring rna 3d structures.Journal of Chemical Information and Modeling, 64(22):8655–8664, 2024.

Flash Invariant Point Attention lociparse: a locality-aware invariant point attention model for scoring rna 3d structures.Journal of Chemical Information and Modeling, 64(22):8655–8664, 2024

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.232072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 94d8d72e-4ffc-4c18-ad74-da3202fef1fd · outbound

This paper cites Flashattention: Fast and memory- efficient exact attention with io-awareness.Advances in neural information processing systems, 35:16344– 16359, 2022.

Flash Invariant Point Attention Flashattention: Fast and memory- efficient exact attention with io-awareness.Advances in neural information processing systems, 35:16344– 16359, 2022

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.841611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 978ea0d8-dac8-4747-9324-4ee71edf9785 · outbound

This paper cites Flashattention-2: Faster attention with better parallelism and work partitioning.International Conference on Learning Representations, 2024.

Flash Invariant Point Attention Flashattention-2: Faster attention with better parallelism and work partitioning.International Conference on Learning Representations, 2024

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.215231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation be44bff7-548e-4554-87ad-59ea0423aba9 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Flash Invariant Point Attention Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.850194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 228cdf4c-e1c6-47b8-8cd5-a95804fade07 · outbound

This paper cites Robust deep learning–based protein sequence design using proteinmpnn.Science, 378(6615):49–56, 2022.

Flash Invariant Point Attention Robust deep learning–based protein sequence design using proteinmpnn.Science, 378(6615):49–56, 2022

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.853989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4c85619-8cf5-4a2b-be66-81a35957f8be · outbound

This paper cites Rnasolo: a repository of cleaned pdb-derived rna 3d structures.Bioinformatics, 38(14):3668–3670, 2022.

Flash Invariant Point Attention Rnasolo: a repository of cleaned pdb-derived rna 3d structures.Bioinformatics, 38(14):3668–3670, 2022

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.857699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d685ca05-7fd1-4600-94d6-5601f6f3d211 · outbound

This paper cites gRNAde: Geometric deep learning for 3d rna inverse design.

Flash Invariant Point Attention gRNAde: Geometric deep learning for 3d rna inverse design

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.192197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 931aa87a-d288-481f-a925-4c35bf7db953 · outbound

This paper cites Accurate RNA 3D structure prediction using a language model-based deep learning approach.

Flash Invariant Point Attention Accurate RNA 3D structure prediction using a language model-based deep learning approach

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.865872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b335f6a-04c4-4c54-a09b-f295a246ab87 · outbound

This paper cites Accurate structure prediction of biomolecular interactions with alphafold 3.Nature, 630(8016):493–500, 2024.

Flash Invariant Point Attention Accurate structure prediction of biomolecular interactions with alphafold 3.Nature, 630(8016):493–500, 2024

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.180834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b384f8bc-67e2-490a-9f09-85792dc6cab6 · outbound

This paper cites Chai-1: Decoding the molecular interactions of life.BioRxiv, pages 2024–10, 2024.

Flash Invariant Point Attention Chai-1: Decoding the molecular interactions of life.BioRxiv, pages 2024–10, 2024

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.874531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05333d04-eff9-4a05-900f-4e425fed7b3d · outbound

This paper cites Boltz-1: Democratizing biomolecular interaction modeling.bioRxiv, pages 2024–11, 2024.

Flash Invariant Point Attention Boltz-1: Democratizing biomolecular interaction modeling.bioRxiv, pages 2024–11, 2024

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.878248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 125f51af-fc09-4a2a-9e0b-35c6ec52b527 · outbound

This paper cites Trifast.https://github.com/latkins/trifast, 2025.

Flash Invariant Point Attention Trifast.https://github.com/latkins/trifast, 2025

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.155740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 20982e59-2a01-424a-953b-8b9ffbe6afd3 · outbound

This paper cites Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design.

Flash Invariant Point Attention Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:49.885727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7feb238b-a95c-4a66-a622-22346009e2ba · outbound

This paper cites Eli5: Flashattention.https://gordicaleksa.medium.com/eli5-flash-attention-5c44017022ad, 2023.

Flash Invariant Point Attention Eli5: Flashattention.https://gordicaleksa.medium.com/eli5-flash-attention-5c44017022ad, 2023

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:50.145469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation cdffb5be-e94b-4b13-a4c9-df6175c13c96 · inbound

Design-CP: Context Parallelism for Design of Protein Nanoparticles cites this paper.

Design-CP: Context Parallelism for Design of Protein Nanoparticles Flash Invariant Point Attention

Reference 87

Resolution: metadata mismatch; local_arxiv, observed 2026-07-12T02:38:26.059804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.