Paper Citation Record · LEDGER

Persformer: A Transformer Architecture for Topological Machine Learning

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2112.15210.

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

pith.paper-citation-record.v1
2112.15210 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:26:42.050605Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T09:07:47.605564Z

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 6571e281-f9d6-473a-bf0a-226cc4262fe7 · inbound

Multiset Transformer: Advancing Representation Learning in Persistence Diagrams cites this paper.

Multiset Transformer: Advancing Representation Learning in Persistence Diagrams Persformer: A Transformer Architecture for Topological Machine Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T15:09:21.066649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed17b9b8-3f95-4758-a9f0-71c1e57ac362 · inbound

From Raw Data to Structural Semantics: Trade-offs among Distortion, Rate, and Inference Accuracy cites this paper.

From Raw Data to Structural Semantics: Trade-offs among Distortion, Rate, and Inference Accuracy Persformer: A Transformer Architecture for Topological Machine Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T13:01:42.902176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b8f6450-f835-4f07-8008-63d8090b35b5 · inbound

SparseMeXT Unlocking the Potential of Sparse Representations for HD Map Construction cites this paper.

SparseMeXT Unlocking the Potential of Sparse Representations for HD Map Construction Persformer: A Transformer Architecture for Topological Machine Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T22:26:42.050605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee02e6ab-b59a-48fd-a4af-c58909fa874d · inbound

A Closed-Form Persistence-Landmark Pipeline for Certified Point-Cloud and Graph Classification cites this paper.

A Closed-Form Persistence-Landmark Pipeline for Certified Point-Cloud and Graph Classification Persformer: A Transformer Architecture for Topological Machine Learning

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:36:10.380716Z

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 248ef3d6-bfc4-45d0-b700-152d668b2cd1 · inbound

A Closed-Form Persistence-Landmark Pipeline for Certified Point-Cloud and Graph Classification cites this paper.

A Closed-Form Persistence-Landmark Pipeline for Certified Point-Cloud and Graph Classification Persformer: A Transformer Architecture for Topological Machine Learning

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T00:25:09.473297Z

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 88fdc26d-9d8c-4220-9588-d0e71a493e85 · inbound

nD-RoPE: A Generalized RoPE for n-Dimensional Position Embedding cites this paper.

nD-RoPE: A Generalized RoPE for n-Dimensional Position Embedding Persformer: A Transformer Architecture for Topological Machine Learning

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:07:47.607038Z

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.