Paper Citation Record · LEDGER

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology

As of 20 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2508.00251.

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

pith.paper-citation-record.v1
2508.00251 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:19:13.614259Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

15 of 15 outbound references displayed

verified exact4
verified fuzzy6
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2cbdbe19-7286-4966-b1c9-028e472c3579 · outbound

This paper cites Toward real- ization of low-altitude economy networks: Core architecture, integrated technologies, and future directions,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Toward real- ization of low-altitude economy networks: Core architecture, integrated technologies, and future directions,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:19:17.112408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01ab2e4b-10ae-47ed-9136-d9b55f38230c · outbound

This paper cites Secure physical layer communications for low-altitude economy networking: A survey,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Secure physical layer communications for low-altitude economy networking: A survey,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:11.644434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 225954ec-00eb-4d81-b7f1-5a6f67d6d263 · outbound

This paper cites From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:11.780848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fd471b5-94e9-4ed8-a492-90d288e3761f · outbound

This paper cites WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:19:14.959476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2fc87a8e-1a90-4dcc-82d1-954129726482 · outbound

This paper cites Terahertz integrated sensing and communication-empowered UA Vs in 6G: A transceiver design perspective,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Terahertz integrated sensing and communication-empowered UA Vs in 6G: A transceiver design perspective,

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T10:19:15.355844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7eb0ede6-f25a-4361-bcaf-61cae6498c1c · outbound

This paper cites Deep learning-driven throughput maximization in covert communication for UA V-RIS cognitive systems,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Deep learning-driven throughput maximization in covert communication for UA V-RIS cognitive systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:19:16.853005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 836c149a-981a-441e-9a38-3ca95d87b475 · outbound

This paper cites UA V-assisted wireless-powered secure communications: Integration of optimization and deep learning,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology UA V-assisted wireless-powered secure communications: Integration of optimization and deep learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:19:16.595766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd4a4367-97df-459d-8bf1-a2b345084172 · outbound

This paper cites Security-aware joint sensing, communication, and comput- ing optimization in low altitude wireless networks,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Security-aware joint sensing, communication, and comput- ing optimization in low altitude wireless networks,

Reference 8

Resolution: verified exact; doi, observed 2026-08-06T10:19:14.666048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fd275b29-b632-43cb-b413-e0e2882614b4 · outbound

This paper cites Stackelberg game-driven defense for ISAC against channel attacks in low-altitude networks,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Stackelberg game-driven defense for ISAC against channel attacks in low-altitude networks,

Reference 9

Resolution: verified exact; doi, observed 2026-08-06T10:19:14.304492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c6d21649-74a6-4856-901f-15b8c2445d85 · outbound

This paper cites Attention Is All You Need.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Attention Is All You Need

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:12.845515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32d465a6-5235-4edc-ac6b-83eeb635bac2 · outbound

This paper cites A survey on vision transformer,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology A survey on vision transformer,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:19:16.308249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cad862fb-8534-438c-83d9-e53bdc0f84ec · outbound

This paper cites Wireless large AI model: shaping the AI-empowered future of 6G and beyond.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Wireless large AI model: shaping the AI-empowered future of 6G and beyond

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:13.114088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3297226-d18c-47d4-9eca-d43fce722f3f · outbound

This paper cites Semantic Steganography: A Framework for Robust and High-Capacity Information Hiding using Large Language Models.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Semantic Steganography: A Framework for Robust and High-Capacity Information Hiding using Large Language Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:19:13.863139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation da534a1a-f937-43e6-bc99-dff2afb2a327 · outbound

This paper cites Fedllmguard: A federated large language model for anomaly detection in 5g networks,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Fedllmguard: A federated large language model for anomaly detection in 5g networks,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:19:15.999170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2a202c2-0313-446c-83f9-ddae1c16d7df · outbound

This paper cites Learning with language-guided state abstractions,.

Robust Model Reconstruction Based on the Topological Understanding of Point Clouds Using Persistent Homology Learning with language-guided state abstractions,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:19:15.696101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.