Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T17:13:51.285401Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2512.10485.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T17:13:51.285401Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation cbc15218-d6db-45b0-a479-187ae7de37e2 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 1
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Unavailable: canonical work link unavailable.
Observation 02ab4710-5164-4462-a84d-238a171ee219 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1413bf3a-4b79-42f2-bcd9-c35e7a2d5981 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 3
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Unavailable: canonical work link unavailable.
Observation 8e3bc307-a54d-4fa4-af9a-c13a8d30e480 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 4
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Unavailable: canonical work link unavailable.
Observation 8164942d-8c3f-494b-bca2-92bf560c8aff · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a90b4291-5999-43d2-8561-69031e219f04 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 6
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Unavailable: canonical work link unavailable.
Observation 6d15477f-839c-4b23-93cb-5ddf33830e12 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 7
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Unavailable: canonical work link unavailable.
Observation 6ad3f335-fc4b-46a5-a2da-f3d8459de95a · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 8
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Unavailable: canonical work link unavailable.
Observation 8e416690-8960-4918-b0eb-650822a87500 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 9
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Unavailable: canonical work link unavailable.
Observation 0ed92504-e8b8-46bd-935d-8d62128c090b · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 10
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Unavailable: canonical work link unavailable.
Observation 6618351c-f814-4b69-81c1-6d014dc60e36 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 11
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Unavailable: canonical work link unavailable.
Observation fd2a763b-f351-4388-b2dc-c41735548202 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 12
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Unavailable: canonical work link unavailable.
Observation c4ecbd65-3bc8-4600-bdf0-387327f47141 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Vulnerability Detection with Code Language Models: How Far Are We?
Reference 13
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Unavailable: canonical work link unavailable.
Observation f8bc2477-5ad4-4f8f-8e75-1f6c4d318c0e · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 14
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Unavailable: canonical work link unavailable.
Observation 44ab54b4-aa91-4889-a1ef-5724fa655ea5 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Reference 15
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Unavailable: canonical work link unavailable.
Observation 9d1812c5-2f0a-4dd1-b7f1-4d480c87cb5b · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 039d72fb-cc01-4344-b618-98b89b80c6ed · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 17
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Unavailable: canonical work link unavailable.
Observation 2bb98857-6c98-4425-9386-6da78e0c9d3d · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection GraphCodeBERT: Pre-training Code Representations with Data Flow
Reference 18
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Unavailable: canonical work link unavailable.
Observation 876084c8-579c-46d0-b5cb-fec2ae0034db · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 19
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Unavailable: canonical work link unavailable.
Observation 852a2aeb-94b1-4424-9386-00c34eb1f178 · outbound
Reference 20
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Unavailable: canonical work link unavailable.
Observation b17e64ae-ed5e-40c8-807d-088bbb4fb69e · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a0d3c68-ffdc-479a-a5cd-c1dfbc0782e0 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ca1d4fc-4efd-485c-aee2-59065f6c7c37 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 23
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Unavailable: canonical work link unavailable.
Observation 7cf4a5f0-de2c-4e50-a814-60926cf41c94 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 24
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Unavailable: canonical work link unavailable.
Observation 626ecbb2-cc47-42d8-89f8-b48fbcffef90 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 25
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Unavailable: canonical work link unavailable.
Observation 7ef3b29a-fba3-46d0-a120-3d9282e4d374 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 26
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Unavailable: canonical work link unavailable.
Observation 518a73ed-9f43-4ff9-8a46-227db2dbd1f9 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 27
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Unavailable: canonical work link unavailable.
Observation 9d53b403-66ba-492c-af5c-f8dcc512c64c · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 28
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Unavailable: canonical work link unavailable.
Observation e722f190-7b52-4cd9-922e-1c76397956f5 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 29
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Unavailable: canonical work link unavailable.
Observation 79f7e1fb-8096-45bf-8c8d-b59910df842d · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 30
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Unavailable: canonical work link unavailable.
Observation 178c578c-b28c-49ae-b6f8-2a820eb49fe7 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection 2025.NIST Software Assurance Reference Dataset
Reference 31
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Unavailable: canonical work link unavailable.
Observation fff27ae2-3fb8-424d-9e42-31a4ff75a278 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 32
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Unavailable: canonical work link unavailable.
Observation 092b33f7-6f00-4239-b77b-262ae6902fab · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 33
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Observation 99749e83-ad6a-4357-9dd6-ddcd4e82bac6 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 34
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Unavailable: canonical work link unavailable.
Observation 4d6250f1-46a8-44e9-b147-581d5c95589e · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 35
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Unavailable: canonical work link unavailable.
Observation 33af72e6-97a0-450e-a15e-e61826a902c4 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 36
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Unavailable: canonical work link unavailable.
Observation 2fb0ba9b-f24c-4e45-8175-4da1ac3f7993 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 38
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Observation dcea3522-44d2-46e1-a5d6-756632ce531a · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 39
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Observation a6a7fe27-5d73-4ec0-a19c-12a376b91960 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 40
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Observation dc8c168d-e599-4355-937b-ede2b9acf4d1 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Zhang, and Qing Liao
Reference 42
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Observation 795d59b8-4ca0-43fe-b487-b10cb6006922 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 43
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Unavailable: canonical work link unavailable.
Observation 5e280d4f-ed6e-4b71-a0e4-ba916fca728c · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 44
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Observation 0b23b5d3-2067-456e-85c7-9b64d6d4ae66 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 45
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Observation 19cb9d96-6646-4135-a785-432365561f91 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 46
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Unavailable: canonical work link unavailable.
Observation 927ec35b-f0d8-40eb-a7b8-61d7e5b56f65 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 47
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Unavailable: canonical work link unavailable.
Observation 97eed3ad-9ff6-4ccd-af30-bc6a8809cfc3 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 48
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Observation 7ac6c7cb-d83e-444e-92a1-b317d530d4f3 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 49
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Unavailable: canonical work link unavailable.
Observation 447d1853-d489-4fad-b616-f0d33e78ef49 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 50
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Unavailable: canonical work link unavailable.
Observation aadc3c3c-66ba-4eb9-bf70-ddcf0c34fd9f · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection In Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings(Lisbon, Portugal)(ICSE-Companion ’24)
Reference 51
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Unavailable: canonical work link unavailable.
Observation 7665b0f1-3e14-41fe-82ef-a255ce146b71 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 52
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Unavailable: canonical work link unavailable.
Observation fab5bd8a-9804-4e35-8439-0d267af91aed · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
Reference 53
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Unavailable: canonical work link unavailable.
Observation 67f3a5be-9202-4eee-a3bb-6f96d6294a9d · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 56
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Unavailable: canonical work link unavailable.
Observation 4517b8dc-9504-4fea-90be-77b7f257805a · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 57
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Unavailable: canonical work link unavailable.
Observation aa9c3158-61e9-43ad-a336-5c0698e471ed · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection Unresolved cited work
Reference 2021
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Unavailable: canonical work link unavailable.
Observation dcefb451-d1ed-4f05-9b23-1c6ecc018881 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection InProceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses
Reference 2023
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Observation 6d436295-b1c6-4b2f-80a5-25df07dcd812 · outbound
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection IEEE Transactions on Software Engineering50, 8 (2024), 2178–2199
Reference 2024
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No inbound Pith citation observations are available.