Paper Citation Record · LEDGER

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization

As of 11 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2605.11015.

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

pith.paper-citation-record.v1
2605.11015 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T01:53:58.030471Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

40 of 40 outbound references displayed

verified exact6
verified fuzzy31
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d7da9c2-359a-4bc3-a86f-c18153699896 · outbound

This paper cites DARPA Information Survivability Conference and Expo (DISCEX) , volume=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization DARPA Information Survivability Conference and Expo (DISCEX) , volume=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.846399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f1419423-8f9f-4f23-b838-cac708346616 · outbound

This paper cites Software: practice and experience , volume=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Software: practice and experience , volume=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.840599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c2e85b35-879a-4594-a49d-4bea69f40acf · outbound

This paper cites Proceedings of the 2012 International Symposium on Software Testing and Analysis , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the 2012 International Symposium on Software Testing and Analysis , pages=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.827593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 29e6d7b3-9b72-49b8-8735-8343edab660f · outbound

This paper cites author=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization author=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.830775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d2e92f83-b290-4316-a941-0720db8f34bd · outbound

This paper cites Acm Sigplan Notices , volume=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Acm Sigplan Notices , volume=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.842537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ae969d4a-7188-427c-8c01-6cebfe1d6fd4 · outbound

This paper cites author=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization author=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.844391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1821690f-6ece-467e-9d5e-90dea1bca099 · outbound

This paper cites Tsinghua Science and Technology , volume=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Tsinghua Science and Technology , volume=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.852675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b4631c76-ffd8-42a8-995b-aeb9a27541f7 · outbound

This paper cites Proceedings of the IEEE/ACM 46th International Conference on Software Engineering , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the IEEE/ACM 46th International Conference on Software Engineering , pages=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.850821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7e80fa6c-0b17-4aeb-a2dd-ce2c60902068 · outbound

This paper cites Proceedings of the IEEE/ACM 46th International Conference on Software Engineering , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the IEEE/ACM 46th International Conference on Software Engineering , pages=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.836281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c8a38a30-901a-4e0e-a82c-e7b634643c07 · outbound

This paper cites IEEE Transactions on Software Engineering , volume=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization IEEE Transactions on Software Engineering , volume=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.848942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bc0f8f7c-4e07-48b2-9fe1-e98b9ef5de99 · outbound

This paper cites Proceedings of the 33rd ACM SIGSOFT international symposium on software testing and analysis , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the 33rd ACM SIGSOFT international symposium on software testing and analysis , pages=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.793127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c005c06b-d0c2-4ef4-a4f7-dbd952f8c9af · outbound

This paper cites 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE) , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE) , pages=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.795665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b6120556-a2a2-424a-a006-5d5faae678b7 · outbound

This paper cites Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.503519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 418bebb9-b131-479f-bb4b-08dd65194825 · outbound

This paper cites Proceedings of the 15th Asia-Pacific Symposium on Internetware , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the 15th Asia-Pacific Symposium on Internetware , pages=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.784988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 70371fd2-75f6-44f3-bc42-02299161c079 · outbound

This paper cites Proceedings of the IEEE/ACM 46th international conference on software engineering , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the IEEE/ACM 46th international conference on software engineering , pages=

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.797747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6067d3f8-73e9-4e63-a766-ac6551f66e53 · outbound

This paper cites 2023 IEEE 23rd International Working Conference on Source Code Analysis and Manipulation (SCAM) , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization 2023 IEEE 23rd International Working Conference on Source Code Analysis and Manipulation (SCAM) , pages=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.800177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7207a525-6647-414e-9462-749dca209103 · outbound

This paper cites Proceedings of the 15th Asia-Pacific Symposium on Internetware , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the 15th Asia-Pacific Symposium on Internetware , pages=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.782490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 31a149cc-74d0-4e7f-a36f-6f1c243e070f · outbound

This paper cites 2023 IEEE 23rd International Working Conference on Source Code Analysis and Manipulation (SCAM) , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization 2023 IEEE 23rd International Working Conference on Source Code Analysis and Manipulation (SCAM) , pages=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.777283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 00cf409c-64ba-40bf-82f5-d9dc010295f8 · outbound

This paper cites Proceedings of the 19th international conference on mining software repositories , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the 19th international conference on mining software repositories , pages=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.802409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c324552c-d5a3-4c20-b812-93a1bc95b1a3 · outbound

This paper cites 2022 International joint conference on neural networks (IJCNN) , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization 2022 International joint conference on neural networks (IJCNN) , pages=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.770559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 95fe4cbd-ce08-45b6-81e7-77a8f7a31696 · outbound

This paper cites Graph Attention Networks.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Graph Attention Networks

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T01:57:05.484525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation af182643-2076-468d-8f48-b9d4656f95e1 · outbound

This paper cites Findings of the association for computational linguistics: EMNLP 2020 , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Findings of the association for computational linguistics: EMNLP 2020 , pages=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.768380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4abae777-7b83-4b2f-9d15-fa888fcf78dd · outbound

This paper cites Formalizing BPE Tokenization.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Formalizing BPE Tokenization

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.490173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d7d8e95c-af10-405b-b2b8-e1054d12d1d9 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T01:57:05.508749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 24b6af25-c32b-45e9-9d0a-4cfd51125006 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2024 , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Findings of the Association for Computational Linguistics: ACL 2024 , pages=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.764158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 717e27b6-3d1e-4151-b690-54277ddad63d · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T08:46:11.027594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26d06721-53c5-4fe7-9d1f-2885a4ecbfa2 · outbound

This paper cites Proceedings of the 17th international conference on mining software repositories , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the 17th international conference on mining software repositories , pages=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.810173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a964f374-bf74-428b-8e94-55ad8bd4d0ad · outbound

This paper cites Neurocomputing , volume=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Neurocomputing , volume=

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.761170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 36b56dbe-416f-47ee-b890-77fc488cb8ca · outbound

This paper cites Proceedings of the 29th ACM joint meeting on European software engineering conference and symposium on the foundations of software engineering , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the 29th ACM joint meeting on European software engineering conference and symposium on the foundations of software engineering , pages=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.752706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c123c191-b68e-45a1-a8eb-634cc02925bb · outbound

This paper cites Proceedings of the 19th international conference on mining software repositories , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the 19th international conference on mining software repositories , pages=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.820241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f8f885b5-fb1f-4cd3-ae4d-fd8c59367dc1 · outbound

This paper cites 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) , pages=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.754866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eba2521e-4773-418e-8cc2-c66c2562ab6c · outbound

This paper cites 2021 International Joint Conference on Neural Networks (IJCNN) , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization 2021 International Joint Conference on Neural Networks (IJCNN) , pages=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.812706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1abab6b7-2d9c-41d2-b4db-4eac30a480bd · outbound

This paper cites arXiv preprint arXiv:2509.21782 , year=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization arXiv preprint arXiv:2509.21782 , year=

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.497090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 73d5f928-c975-4a1f-8a10-3286c935e2f7 · outbound

This paper cites EfficientUICoder: A Bidirectional Token Compression Framework for Efficient MLLM-Based UI Code Generation.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization EfficientUICoder: A Bidirectional Token Compression Framework for Efficient MLLM-Based UI Code Generation

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-30T02:15:35.036335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4ffc1297-66ce-4ebe-8e5e-4b08938aef00 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.750540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bf696b07-3cf8-4229-a1da-58eddfd4c588 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.805151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7eeabeba-6c1b-4877-9c52-17f102742de3 · outbound

This paper cites arXiv preprint arXiv:2603.00155 , year=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization arXiv preprint arXiv:2603.00155 , year=

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.474399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fec4d6d2-0284-4e88-848d-f2315502d708 · outbound

This paper cites 2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE) , pages=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization 2025 40th IEEE/ACM International Conference on Automated Software Engineering (ASE) , pages=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.807438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 66f2d728-dcb4-493a-851d-4063c16fcc16 · outbound

This paper cites arXiv preprint arXiv:2506.06251 , year=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization arXiv preprint arXiv:2506.06251 , year=

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:05.468345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3d87116c-b357-403c-81c8-f89bc6e18fd2 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:07:50.815040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.