Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:16:16.260979Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2509.07540.
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 2026-08-15T16:16:16.260979Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-26T09:47:51.579030Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T09:39:45.997552Z
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c6ce3b7f-7a12-421c-adbe-ec8b2ad6235d · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 1
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Observation 9ae90cc1-d473-4f93-a284-cb00f60c7f9f · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 2
Source-reported events for the cited work
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Observation 68c359af-dc66-4e23-a477-38c8eeeaa300 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 3
Source-reported events for the cited work
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Observation 7d32f348-bd8c-4e42-939e-e325b6bc9d68 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c66ded90-281e-40f2-b430-5b6827aa00d0 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 5
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Observation 37cfec9f-94e7-4661-b723-2aaf7672971f · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 6
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Observation d1d60ffe-7c99-477b-8844-7ea47926fcbc · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation 25004ce4-9fcb-4508-934d-12b7d50ef0ac · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 8
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Observation bba95914-960f-495e-be1b-1357bb717964 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 133346de-e3c7-4eaa-901d-a3403958b3cd · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings VERCATION: Precise Vulnerable Open-source Software Version Identification based on Static Analysis and LLM
Reference 10
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Observation ac1f6716-0947-41b9-8ef6-d7254eb1744e · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Fixseeker: An Empirical Driven Graph-based Approach for Detecting Silent Vulnerability Fixes in Open Source Software
Reference 11
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Observation 290887d1-4279-4270-ab54-3d2c155fdde2 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings 2010.Introduction to modern information retrieval
Reference 12
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Observation 271230c8-56e3-41ca-a115-41a136e25b64 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 13
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Observation 6d2a8a01-4c3a-463e-a7a8-10fde3185d05 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Vulnerability Detection with Code Language Models: How Far Are We?
Reference 14
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Observation d1d8192e-edb2-411c-ae0c-83b7f8cbf573 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 15
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Observation 1d4b4650-21d9-46fb-a6a0-0d7fb61a6be8 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings The Faiss library
Reference 16
Source-reported events for the cited work
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Observation 581eea21-933a-453b-91da-11b4a0c6ab67 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 17
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Observation d7f54b91-e31d-45c1-b555-3c048193b7e2 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 18
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Observation 24607539-51e6-4844-954c-ce33c2454a06 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 19
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 de93b9b1-2050-4128-ae74-8b6ee5d72a92 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 20
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Observation 75aa241e-6ffe-4df0-9eec-c006f0825f09 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Reference 21
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Observation 594553cf-2adb-4a47-bb7a-4dad19406fdd · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval
Reference 22
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Observation 0b116767-8331-46da-838b-1411502b5e8e · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 23
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Observation cff58f74-37ae-4d1b-b547-c2d76e0e705d · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings (Debiased) Contrastive Learning Loss for Recommendation (Technical Report)
Reference 24
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Observation 42f73983-6652-4b01-a314-efd72273af66 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 25
Source-reported events for the cited work
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Observation 6fb57c7e-95dc-490a-816b-e782fc14813c · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 26
Source-reported events for the cited work
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Observation 2d05f643-6e7e-45cb-a1c0-6493e827146a · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 27
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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e63531bb-0397-4494-94ac-ba8a0600877b · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 28
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 be1fe1a6-6d7c-4b32-8e49-bf0ea20d2084 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 29
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Observation 972ce375-0846-493a-ada1-892d5ffc92dd · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 30
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Observation e9f4acfe-7ae4-4f30-8236-c317217be9ee · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 31
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Observation 71b64213-38d4-4f87-b06e-3ff7810c71f3 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 32
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Observation 77746708-cffc-47f8-95a9-e8026f62a1b5 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Mapping NVD Records to Their Vulnerability-fixing Commits: How Hard is It?
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Observation 60bbf11a-adb5-4224-8164-eb5a0f86f528 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 34
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Observation 24518fa8-6b69-4a6c-ab28-e08579c69216 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 35
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Observation 78801b11-94a1-432f-bb0d-dff22411978b · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 36
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Observation 4b50c6b7-00f9-4720-8583-2ff07a996684 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Representation Learning with Contrastive Predictive Coding
Reference 37
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Observation 697c1195-7dc8-485d-95b5-5a1b376a915c · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings 1995.Okapi at TREC-3
Reference 38
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Observation a0260493-26ef-49b6-965a-38a0f2461fab · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 930488f3-aa20-442d-b860-1a1140c8c9c2 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Learning to Catch Security Patches
Reference 40
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Observation db9af07c-a3d0-4ed1-a9d1-852706912dc3 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 41
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Observation 3684cdfb-23b3-48f2-ab36-cbcc36e9a662 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 42
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Observation 3ded2a3d-b12f-44ed-943d-927ee97d2015 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 43
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Observation 2f85180e-e5a9-4dc3-ba29-8d967b556f3a · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 44
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Observation 11fe32ae-f161-43ad-a445-4a69a2800dc4 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 45
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Observation 0df02eaa-c81b-491c-a493-b075b066d0db · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 46
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Observation 841f5599-27c7-49c2-8360-db52f28535b5 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Reference 47
Source-reported events for the cited work
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Observation 757e9bef-4139-45b0-bb8b-96e5c828796e · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Rethinking InfoNCE: How Many Negative Samples Do You Need?
Reference 48
Source-reported events for the cited work
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Observation f06a474c-dc7d-4966-9105-9005ca9867fa · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 49
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Observation 18bab2b7-b81d-466b-99bb-515701e834b9 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Qwen3 Technical Report
Reference 50
Source-reported events for the cited work
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Observation b583b2f5-8e19-4ac9-ac4f-6533abb67e44 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings LLM-Enhanced Software Patch Localization
Reference 51
Source-reported events for the cited work
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Observation 169b4cee-a0ec-40c2-bf12-94b22f424721 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 52
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 8b913c0b-f581-47f1-b839-c684d318fd4e · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Benchmarking Large Language Models for Multi-Language Software Vulnerability Detection
Reference 53
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Observation a681258e-d4e2-43ae-ba07-aca113a10dee · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 54
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Observation a51efb3d-c258-429f-91f7-952f68127236 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 55
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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c3af29f4-474d-4247-b6cd-8708a7947cf2 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 56
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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1c50d719-4859-4ecb-bfe1-74e338fd07b2 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 57
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 b72dfafc-6d21-4c76-b23c-bb227d2d1476 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 58
Source-reported events for the cited work
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Observation 18e683fb-adce-4a88-a9c4-c0b36bb5cae0 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
Reference 59
Source-reported events for the cited work
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Observation dd58a5ca-1cfa-44eb-a5d8-60133c21238e · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings Unresolved cited work
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8ed587f-da46-442e-8654-0ad7288126c8 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings InProceedings of the ACM web conference 2022
Reference 2022
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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cc4cc88c-bbe2-47bf-898f-06f077bc838a · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings InProceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses
Reference 2023
Source-reported events for the cited work
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Observation 128a666a-f816-411f-a5cb-7d8c7b35e764 · outbound
PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings InProceedings of the 20th International Confer- ence on Predictive Models and Data Analytics in Software Engineering(Porto de Galinhas, Brazil)(PROMISE 2024)
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4244e57b-69b0-4c2b-9c22-69457bd2d6ed · inbound
VeriPort: Automated and Verified Patch Backporting at Scale PatchSeeker: Mapping NVD Records to their Vulnerability-fixing Commits with LLM Generated Commits and Embeddings
Reference 31
Source-reported events for the cited work
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