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Paper Citation Record · LEDGER

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics

As of 5 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2403.16032.

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

pith.paper-citation-record.v1
2403.16032 v3

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T02:49:45.773698Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

71 of 71 outbound references displayed

  • verified exact35
  • verified fuzzy1
  • unresolved25
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0642db2-dda1-4b78-9d79-483b418ce0e2 · outbound

This paper cites Soot - A framework for analyzing and transforming Java and Android applications.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Soot - A framework for analyzing and transforming Java and Android applications

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T02:55:57.976415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 3ded3300-9374-49ba-bbaf-d87e216a3aee · outbound

This paper cites InInternational Conference on Source Code Analysis and Manipulation (SCAM).

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics InInternational Conference on Source Code Analysis and Manipulation (SCAM)

Reference 2

Resolution
malformed identifier
doi_truncated, observed 2026-05-24T02:53:47.618160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:554b3969f331ba0eed78707639c92585622fea54cc5979dfa45ecca593d9f42d

Observation 5866e48f-917e-42b5-b601-6196dad8b3a5 · outbound

This paper cites Unified Pre-training for Program Understanding and Generation.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unified Pre-training for Program Understanding and Generation

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:48.768044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 37b7ff9e-5d5d-47c7-8f22-76e8ca3dcc88 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.969579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:dd41d0bf6383b7d14802e420b62d7e6e73e7118ee8136363094179d51a76ae37

Observation 45f90c2b-8dd2-4abf-abb2-e9f77c7029cf · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 5

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.673741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:7fa43e51d05ad80e5cd114513b73ce3a3a8dde14267accc093a1fa69b0aa9ed8

Observation 49bdf35c-7050-4e19-ac15-85ea5769e356 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 6

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.728402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:0cff73a148e9bfff6279b87bc3f613cf818efe310eb72ea0343590ac45bfe5d9

Observation bf0ed36f-407e-4e6b-8113-fca064b30107 · outbound

This paper cites David Morgenthaler, and John Penix.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics David Morgenthaler, and John Penix

Reference 7

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.624027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:87bbcef5caddd29f5b5039dd5143d8f014e6306c7cb959eeefdefd766cf2e130

Observation ffe9051a-98ad-415d-bd17-99b462b05a9c · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.651212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:2a7995dece8bac25973f253d23427eb35c4d8d912ea737f6e1fdd2247d4fb5b4

Observation 4421908e-d43a-4417-a867-c5f604ec16ae · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:58.015161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:816f60fdcbbf000d75ce255e775c590eb2327391df2fc3df4888249d779e3103

Observation 79330af3-501b-4af9-b555-aedfc97b8ce1 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.965940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 2e7c9ab5-a5b7-4fe2-90a5-c820d1662ec8 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 11

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.757650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 98003316-c3be-4f26-8c5f-727f145c5ac8 · outbound

This paper cites InInternational Symposium on Software Testing and Analysis (ISSTA).

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics InInternational Symposium on Software Testing and Analysis (ISSTA)

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.658300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:e569c1a5af46e55b578fc7cc5f874df778e886bdf59fb84affc5ff8b42de576e

Observation ca7cdc43-6453-4ada-8d79-798d79c5e26d · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.972622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:b76b3929fcb5f3c8ab7690703116114af39654912e28096fb9d6e21d88b38cea

Observation 561356ad-803d-4ccb-893f-a2a25fe4b335 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 14

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.777382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:531d0de32fb633fa8a1beef6c4e3e0fd71f65076c7ecbb08eb741434f3c07e89

Observation 563d525c-d713-43ad-8359-76432cb02694 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:58.022628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:03e33edd22be007a3373543ee5a18437503703385483b293fb38ecf0009d8a29

Observation 04af0924-666e-4202-9512-15e174a52243 · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-05-24T02:53:48.742701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:5b46753c8242f7f105ca278ae45919bc603a8e7efc0a7c45fd8222b79137ebc4

Observation bfc9858b-6d95-4a37-abc7-97e5fe45bd78 · outbound

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

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-24T02:53:48.778623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:4679cf7802e8dd147d599264068f5ce065413733f632556eee92ca9898cd04bb

Observation 064b00f7-db9e-4e53-8502-11fca14d2545 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.959550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:498835a8e8a7071fe81e8c29c4e30d1e5113fe081ddad3694f349bdd1b402798

Observation f46687f3-be72-4d14-ba90-39f5a7f0e05e · outbound

This paper cites InInternational Symposium on Software Testing and Analysis (ISSTA).

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics InInternational Symposium on Software Testing and Analysis (ISSTA)

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T02:53:47.721848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:6dbba10acc609980f3ae38acd59d09bd0495ad8b97018b7a1b247aa964eeea12

Observation 7c163cbc-4a9c-4805-94a0-4206350f90a7 · outbound

This paper cites Syntax errors just aren’t natural: Improving error reporting with language models.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Syntax errors just aren’t natural: Improving error reporting with language models

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.703922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:9058a213167ccee4ff38252bf258ddd5e68aa6cee4f29d7f0e9a00a75db1fc3b

Observation f4098831-e00a-4f47-a750-dc7ab2fc7244 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 21

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T02:53:48.747791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:e8e6024e0e802c3a6436f140535edd6f3a8ee8705ce3d058c02dc7412ac25849

Observation 255fc04c-0566-4947-a3f3-f2ef9a26b83a · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 22

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.688820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:e001c652b83afa3774a38d4028d9c4280f72f20a17aec9a4d762f5dab4812fbc

Observation 1a7e3839-6a54-46a1-bbcb-a1e3c44b5636 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 23

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.773079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:a71f56d8e512a4fc2afa1f21c4111e1fbab196b719b082583715337253ec6a2b

Observation fdfcd6a7-b6f1-4f66-be73-eee2cab39098 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.801826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:dd28f858403b5e80cef55355ee147ae1153ea8735a02db96f1e353cfa22b67eb

Observation 00671278-dd6d-4819-83eb-594877c05de9 · outbound

This paper cites Murphy-Hill, and Robert W.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Murphy-Hill, and Robert W

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T02:53:47.809380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:f08a96dbd7553aa46034d2247a3a74c6bb9ddb553102891a9cc7766e7616fc75

Observation 5365017f-e47f-407c-9089-32b63b72dc76 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.962653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:5c8f155ea4a06dbc78dfe16ebbaae00d8e6c010e2e68be2ffc8c4d63e7a410cf

Observation 57407c6e-cafa-468b-979b-33ff88bfe5bb · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.694859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:988746c57334984b6afa6913e819ccae0ce114e54454f76775e8e7d49ca07c59

Observation d6e5c91f-19d8-4dde-8755-7674cbf47a97 · outbound

This paper cites Clement, and Neel Sundaresan.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Clement, and Neel Sundaresan

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T02:53:47.753329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:dead3993dba375eebf7f3ee80d07e406a2945a4f89103a3a8fcee9ff7528c043

Observation 901ea269-9461-4b59-8531-9c6ee6118c1b · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 29

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.698455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:e9aa369005bda2feadfe9da4e9aae0e1333c252ef0d2b0f3b84235700dceb60f

Observation 91902ae6-2145-4de3-8e89-bd5d6861bdea · outbound

This paper cites https://doi.org/10.1145/1287624.1287632.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics https://doi.org/10.1145/1287624.1287632

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T02:53:47.710248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:278b64eb8246973eb3b732f4a46185b4724d742c7199dff8155dbdc5a928de83

Observation f4fcbfc5-c64f-41f5-b951-ee328dff24e0 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Adam: A Method for Stochastic Optimization

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-24T02:53:48.758363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:c5d2d49e9447184b19dc3318f31c2d5ca9429346f6c4dbe596d5f90d717bb01a

Observation 929ff9ba-fbee-4d14-9140-e481361d6978 · outbound

This paper cites In: 2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW).

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics In: 2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)

Reference 32

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T02:53:47.769400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:04f16f68e428c6b39e79a2c7dc3157cabc60aacc5f4a112c8008bea3e96bcfa8

Observation 6af77906-88bf-4124-8c4c-dfc01920757b · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.982312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:8f35f5025c03a56e837188a34b699f0d8a9bdfd6e4f432af6722570642841460

Observation 4c1fc9be-3da7-4330-bc25-1985e9a00c51 · outbound

This paper cites VulDeePecker: A Deep Learning-Based System for Vulnerability Detection.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics VulDeePecker: A Deep Learning-Based System for Vulnerability Detection

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-05-24T02:53:48.773634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:1a4a4bb0cdc4be4135926d20d4fece31e80fbda15668660c4842e77eb76a526b

Observation ca98ff12-4d84-468e-9e39-456a9926bd51 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.763849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:dbf386590d3e7786336a62b034386b5efe4bc8106d2c78e3534627cf385e0559

Observation 3db07705-7f00-41d9-bc9f-a70f05e57229 · outbound

This paper cites Focal Loss for Dense Object Detection.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Focal Loss for Dense Object Detection

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-24T02:53:48.752979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:193e3f6e1f028c6b44577cc631b1f77e5ae95be877e2345cb8e8876bfa8b35e0

Observation 3b094f93-bcc6-4f39-a433-0970aa9e0b74 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 37

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.790633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:d1ac7db18968d56d1927ab4b163a1ee8fb341330046792f71077891ab7ed3f4f

Observation b76c4582-2745-4095-bcf8-5d8012356af7 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.945907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:718a6dd2c99a7c28a36fde7b43af5895a902b0172bd3fc216cee11c1e15d014e

Observation 2c07b8bb-0c59-4878-a92f-d7cc335f2f11 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.949199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:8575bd7df37d3736a21567606281ef2d5bf48e534e4bd4d9159f053f0b04b7ce

Observation 0d7a1ba1-c148-409c-9293-5e2d93026dd9 · outbound

This paper cites Defect Identification, Categorization, and Repair: Better Together.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Defect Identification, Categorization, and Repair: Better Together

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:48.783264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:4c3c3c17f878b8da7a25d7453d1bf329147aaa04063121e8cc4106655aac6ffb

Observation ec12ab9b-961f-47c5-8367-dd068ebf9e71 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 41

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.632618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:35bf78864d68a3d4cf152e167ff07233a2495fc8a2c086132d4fa781e34fff0b

Observation 5b572d49-dd06-4fa2-8669-c680130cb70e · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.952811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:cbcfe643c59a09e0f2c85656ac76471d3396ba0faab0b8fe19ec89534c48a470

Observation bac9b586-2d7a-41f6-9bfd-42f4ad52407e · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.638615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:e7ed91201f78abad2e8f789f7d097bf68bc511a609eda20d56e57d43d1c6805e

Observation 946a67cc-eab3-4fdb-ae06-a0c9f2a9a2bf · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:58.006932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:f1d2247dd209df0952a47565e18c134e57c8c71e290dafe7ab549bc02a757f79

Observation a72176e0-0102-480b-8213-e25bebd28aef · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:58.000425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:78481a8686f761b5dccfcb5b8b3811f6903232596e22e87b1466377f46e74dd2

Observation 26d02b76-401c-42d3-8152-3ea57aba0ee2 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.985943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:9280cca26ed7bb3e84cca28fbb3c145603b3448c7848cd89dc7fd63dd8dd8823

Observation 5cc28cd0-efde-4716-996e-490adba03e5a · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.956476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:05d1d7e09bde1f8a14639b10964406c625fa341bedf036d615ddb49e1ecf3411

Observation 14fa8e04-493e-4fac-a8b0-0a0fe2b6313d · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.979609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:361ac4119cb870b158f6834d6c496ab75d0e43c60c3cb2497e41fd6ac37cbe57

Observation 40f3b4fd-b2b9-48c5-ab78-17c778e3ecfc · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.936699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:a78a54d8c356ce346ef52f3e4501b94b515d1385fe0430ebb737e74485110d6d

Observation ab957dce-131a-4d55-88dc-6b26828cc635 · outbound

This paper cites Ruthruff, John Penix, J.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Ruthruff, John Penix, J

Reference 50

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T02:53:47.645395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:317cdf0bcc9c7a2a84088ea40475c83ac1987d4a1406f67988505a6f698effc0

Observation 0a0b9d4f-a3ac-4a94-84f7-9acc29b34473 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.989563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:66a0d0e24dd97070c378e91fce9ad43fa47f958af15cd8f125e7e24ebb31f11a

Observation 79c5cba2-9744-48ab-9a88-6d45362b9093 · outbound

This paper cites Schuster and K.K.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Schuster and K.K

Reference 52

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.669273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:248be9d2506661f43dc2aace358702188194346f9646df34b7ae8afe63477da1

Observation 7227d0ab-f7e4-4e82-9f43-905db3355e86 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.993772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:05cdec3d6f9a8f08147a5b6109d598f875ea74f98e752f25b28464884904a447

Observation 1027e3d3-79e2-4784-9212-c6b1d72b1a82 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.997256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:a821d2152a89391abf7ab40c5bd637bc50f15873891f7dbabe89086f0b693e55

Observation 0a88af61-6839-4451-aedf-146c90e1862d · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.783058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:55386f4bfbb7ca32b35ede8f9e0e3b0f1912ce87320e2f039966b84f195bcf2a

Observation 2749497d-41e7-4e04-9d1c-3cbbdbee4b1d · outbound

This paper cites Nguyen and Raymond Choo.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Nguyen and Raymond Choo

Reference 56

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T02:53:47.664280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:78be700ab0369758e27985ab847413e57d7887a887f8aca67a38d784242a26c7

Observation ce1007ff-7dce-43d5-b0ac-2ee723c512a9 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 57

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T02:53:47.796156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:4a94bde6bfac3bce2ed67e1b793359bd650765838dd4c88d9a4cd613e20a74a3

Observation 60593fe7-355e-494c-8a04-d2be66e356e7 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.928460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:5e6c5fac33d437ab4f79bdd375ed3dd93060a29b458cf0df1cf8da01c1697300

Observation c5f68478-2565-450d-83fe-9b48888d443b · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.933447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:91b4a14e8810d2a3c9b080b056012cf16cf3737769d8146fcf6b0a16b4f66f01

Observation cd18a3c5-5376-46a9-a59f-6bfba6e9d8d6 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 60

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.786493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:600304902eef5555a9ff39ea5cec92a7caf8f1d9ecac39cc21e19308d03c89ce

Observation 09d5d8e3-8dab-46bd-8e1d-d3eb8f76555a · outbound

This paper cites Ahmed and M.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Ahmed and M

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.684664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:4892f319e5b2ec4b0900731e4403fd8b427c12abf42a809e0bcd2a9f996ef832

Observation 4d147653-40b3-438a-b6f9-570229b24f9c · outbound

This paper cites Williams and J.K.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Williams and J.K

Reference 62

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.714527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:fb1387f5afb076b6ae11cea68f52e49b1a3635af8d6ce3aa97fabbef76363bff

Observation 8f04a517-4c78-4708-8b68-ad179e0bdd25 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:57.940134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:36ae16554f72bd371bbd332e1bcfdc6b96dd02b17a26dd78123641288728d875

Observation 8304a1e7-f8ed-4c2b-bd8e-155d47989b5a · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 64

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.742024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:eebce6c027979b9f1904b5aa3a3c22618fd55dbb317782a1fd034b1972315844

Observation 20df27d4-f72f-43d1-afaf-12fb7c77638f · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 65

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.628205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:f60b414b2a229be79758e8d43c60612e298b00d1999b161941a9de4c51f5be16

Observation a25b77dc-b8ac-4b2b-947d-f58c16339144 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:58.011008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:6c3a185d3836e640afa5463e77e20d0ef26fd77976df19579b82a7beba05af87

Observation a1e76ac3-f874-4b37-803f-d831907a8a32 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 67

Resolution
verified exact
doi, observed 2026-05-24T02:53:47.678416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:61e9840bb9071da8cc1b621fddad12bf7cfd2236543e1c4243be4cd30faf4ab0

Observation b49477d0-ccd8-4e96-b6d0-ddeb4b1e65d4 · outbound

This paper cites Learning to Execute.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Learning to Execute

Reference 68

Resolution
verified exact
local_arxiv, observed 2026-05-24T02:53:48.763025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:54eb9f1d4c423fc2d3052746133c4ae9d0c8cf016aff936b80b3af64debdf790

Observation a578cfa7-3491-4718-a58c-376395dae553 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-24T02:55:58.018403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:ac78642ed6f8ef1bf4e58cec15ee4fe20202a6c0544b88203c94e0e4c34894fe

Observation 12e0e0f8-f1b6-4abd-a209-01bc975af9a7 · outbound

This paper cites an unresolved cited work.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unresolved cited work

Reference 70

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.748166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:2fb0ccdb0f4510293a96e6773c19c97646c915698fd9899c94e3c14d5c078b29

Observation 9108a60e-f3a8-4eed-9baa-a4a86e0b525d · outbound

This paper cites µVulDeePecker: A deep learning-based system for multiclass vulnerability detection.

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics µVulDeePecker: A deep learning-based system for multiclass vulnerability detection

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:53:47.738221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-24T02:49:45.773698Z digest=sha256:6a56f3fe0b5b035730ff440b79520a0fa5b08effb3efde230ab3476d3b7ef14f

Pith citing papers

No inbound Pith citation observations are available.