Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:25:26.247594Z
Paper Citation Record · LEDGER
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection
As of 22 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2504.15632.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
32 of 32 outbound references displayed
- verified exact2
- verified fuzzy1
- unresolved27
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 495e2afc-4da1-42a5-8dc7-430e83addbf8 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.121855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8255ef8f-9d0b-4045-ae37-6aad422c72b4 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 2
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-16T11:25:26.126276Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d22daaae-c2ff-431c-a88b-f28e371f426d · outbound
This paper cites Chakraborty, R.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Chakraborty, R
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.130067Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39900862-2259-4a74-bacc-34350119ebf0 · outbound
This paper cites Chawla, Kevin W.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Chawla, Kevin W
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.133990Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dfaf5e4-790d-4f7e-9fcf-7cba0ce3f533 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:25:27.323579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 49d2e8da-ad88-427c-a6d8-2902da9c2de3 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.149797Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1225e7e9-f164-4ba5-b68e-4e9b937deafb · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.154086Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 100773b3-3bb1-4f71-bf27-caffebcfa839 · outbound
This paper cites Boosting Source Code Learning with Text-Oriented Data Augmentation: An Empirical Study.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Boosting Source Code Learning with Text-Oriented Data Augmentation: An Empirical Study
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.157801Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c798ac2-7374-42d3-be9f-a825f3498acc · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.161560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a343be6-8eec-475e-a5d5-57528c95b733 · outbound
This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.165120Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a159495b-e7de-41fa-8970-9c90e02f555c · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.170050Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 577e13e1-894a-41c2-8ce2-d6a52ba41acb · outbound
This paper cites Augmenting Data with Mixup for Sentence Classification: An Empirical Study.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Augmenting Data with Mixup for Sentence Classification: An Empirical Study
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.174004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbd339e5-fa48-4dfe-b279-9a74ab088f5c · outbound
This paper cites Ali Babar.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Ali Babar
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.177784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d28f2de-e8d8-4e6a-89aa-431795282a11 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 14
- Resolution
- verified exact
- doi, observed 2026-08-16T11:25:26.280599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 480c0cee-96d7-4d78-8f80-e5a824175006 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.185042Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bcf0ede-a97f-46c0-933d-0e5fd201b9d7 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:25:27.303709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cf7fd22b-08ed-4f60-a1ce-4cd66efc21fd · outbound
This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.192995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e9c1c38-d093-4474-b302-bd5f96db0151 · outbound
This paper cites Corrado, and Jeffrey Dean.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Corrado, and Jeffrey Dean
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:25:27.292331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 07353efb-b466-47aa-a192-54cc31089d9f · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:25:27.279960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d5f41891-04f3-4a0a-80af-ef9a7afe44e1 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.205144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed0922fd-6d42-47a6-a4bb-189c4873bf6a · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:25:27.268783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5eb42693-247c-48fb-965a-5a06c4c57ff8 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 23
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-16T11:25:26.674103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fe7b90f6-0394-4a13-a5a5-0286a12cb30c · outbound
This paper cites Oliva, Yasutaka Kamei, and Ahmed E.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Oliva, Yasutaka Kamei, and Ahmed E
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.220512Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aee8d5a5-d44e-4210-aaa9-4613f41e9b77 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.224169Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 507c499c-cfb6-4a0e-8fa6-fdad5ee68fa5 · outbound
This paper cites Khoshgoftaar, and Jason Van Hulse.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Khoshgoftaar, and Jason Van Hulse
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.228162Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a980ffbc-5b9e-40c5-a2bb-f711a9a044e8 · outbound
This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.231890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f641377f-63d2-492f-88ea-fb7a7e039ca0 · outbound
This paper cites Nguyen, Shaohua Wang, Yi Li, Jiyuan Zhang, and Aashish Yadavally.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Nguyen, Shaohua Wang, Yi Li, Jiyuan Zhang, and Aashish Yadavally
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.235725Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0dcc956-f8a9-48dc-bf36-69e56d51cdd5 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 29
- Resolution
- verified exact
- raw_fallback, observed 2026-08-16T11:25:26.437504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 57b961b3-1da0-48cb-b313-919b34d4faf6 · outbound
This paper cites mixup: Beyond Empirical Risk Minimization.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection mixup: Beyond Empirical Risk Minimization
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.243417Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b61f21d2-41da-409d-8ea8-5e92c86f445c · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:25:27.250689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c8425f47-907a-4cb7-a4db-604855d4ac37 · outbound
This paper cites an unresolved cited work.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Unresolved cited work
Reference 2002
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:25:27.336560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0e8e5701-1b17-4519-9208-60d6a929245b · outbound
This paper cites VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs.
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:25:26.145600Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.