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Paper Citation Record · LEDGER

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation

As of 18 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2502.08260.

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

pith.paper-citation-record.v1
2502.08260 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T05:53:42.012025Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:32:59.334034Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T21:32:59.542364Z

Reference resolution

49 of 49 outbound references displayed

  • verified exact0
  • verified fuzzy43
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36f45cdb-f4b5-4081-970c-b4f5c7429afe · outbound

This paper cites Taxonomy and definitions for terms related to driving automation systems for on- road motor vehicles,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Taxonomy and definitions for terms related to driving automation systems for on- road motor vehicles,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.721627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.801063Z digest=sha256:eeb7e013a3e980b11678463ec775e19bced52255227624f817fa78c92aac43a7

Observation d564660e-1f3f-4453-8f73-ba043bb1af3f · outbound

This paper cites (2025) Waymo Driver.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation (2025) Waymo Driver

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.707837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.806332Z digest=sha256:481d9556a1df0039d27442c392975fb7941bb4b641a35f9f493f8992d6115e6b

Observation 5936660f-e499-4682-ae1e-0ec781f39a29 · outbound

This paper cites (2025) Apollo.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation (2025) Apollo

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.693818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.810900Z digest=sha256:08bad5561cedf7aa1812202c4ff8f077cc567ac53264c63d0b4a89662222c600

Observation 2d31589b-25c7-4a85-abb3-61ed2619fd0d · outbound

This paper cites (2024) Autonomous driving technology designed for trucks.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation (2024) Autonomous driving technology designed for trucks

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.680333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.815488Z digest=sha256:eed59f7f65e20cb927e5f95c000f818b659456cbe287d2a71b7dd2f5a3f688c6

Observation 2b0dcde6-b45b-4076-91e2-89cf72aa8fcc · outbound

This paper cites Too afraid to drive: Systematic discovery of semantic DoS vulnerability in autonomous driving planning under physical-world attacks,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Too afraid to drive: Systematic discovery of semantic DoS vulnerability in autonomous driving planning under physical-world attacks,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.666149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.820140Z digest=sha256:b6829fffe8fb34648f163e62cd6719c03f9973a2a82896dce49232da4e97b3da

Observation a4df4875-7100-4cf1-9261-69cd15abdb71 · outbound

This paper cites DeepCrashTest: Turning dashcam videos into virtual crash tests for automated driving systems,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation DeepCrashTest: Turning dashcam videos into virtual crash tests for automated driving systems,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.651923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.824738Z digest=sha256:08c2dd59639c791683d63e9a6d0a24d205d3f5230a3e52b92195c6e9dc615fa1

Observation ca17fced-3f76-4d6d-b53c-eb021339307c · outbound

This paper cites A V-FUZZER: Finding safety violations in autonomous driving systems,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation A V-FUZZER: Finding safety violations in autonomous driving systems,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.638344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.829718Z digest=sha256:9ef74b1c02f58972b9ba4bb9fcd8ee531661f7e62014ec4af3a3f513ad98c3ec

Observation f3e36ff5-56d8-4c65-90bb-2fadda47959b · outbound

This paper cites LawBreaker: An approach for specifying traffic laws and fuzzing autonomous vehicles,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation LawBreaker: An approach for specifying traffic laws and fuzzing autonomous vehicles,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.624492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.834008Z digest=sha256:860488ba7c57d759d02e358261afc9df92707a8e88b34b64dce5800ecc065f1e

Observation 213c2b46-788a-4b3d-9015-d75324721272 · outbound

This paper cites Specification-based autonomous driving system testing,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Specification-based autonomous driving system testing,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.610031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.838287Z digest=sha256:10a7009bbdf8b8b673bb515074d44f03235c8383cf7648f09ab1d82a12b68cfb

Observation 3009fe42-195c-40e4-9ec7-2e2bd302f14e · outbound

This paper cites REDriver: Runtime enforcement for autonomous vehicles,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation REDriver: Runtime enforcement for autonomous vehicles,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.595958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.842345Z digest=sha256:836acdcdcb5b004983fe9e08f65c0da45350b4be5221c1eba997ffe3e1470a91

Observation cf90ad33-73d1-4c1c-a492-30b35a78f6cc · outbound

This paper cites Assuring the safety of end-to-end learning-based autonomous driving through runtime monitoring,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Assuring the safety of end-to-end learning-based autonomous driving through runtime monitoring,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.582073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.846748Z digest=sha256:512e2abe174745cb1b64f2111084e4e1cc9550a4f327626c1710738761a8d9b4

Observation b8ffcd14-d41f-472a-971c-9ddc1e8e9587 · outbound

This paper cites A VGuardian: Detecting and mitigating publish- subscribe overprivilege for autonomous vehicle systems,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation A VGuardian: Detecting and mitigating publish- subscribe overprivilege for autonomous vehicle systems,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.568093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.851378Z digest=sha256:4115a2439dc523aa614cfb44ea38d750662f2a5df4a0825145a942d644d7966f

Observation 2c9a688a-6d00-41b5-8ac6-a3cebcb48cf0 · outbound

This paper cites Guardauto: A decentralized runtime protection system for autonomous driving,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Guardauto: A decentralized runtime protection system for autonomous driving,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.553967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.856134Z digest=sha256:d63812f034b78ef4838cf23a7d735eb51414ca4ed3c252e8a431c854b371f8af

Observation 04dd9cb5-06fd-451e-84c1-e79a9444225e · outbound

This paper cites Formal runtime monitoring approaches for autonomous vehicles,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Formal runtime monitoring approaches for autonomous vehicles,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.539668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.860506Z digest=sha256:723aad07206b7bb2e9bc3f8d8836cf30b4df28b4fa61e85dbc92df78e616f55e

Observation 79ecae40-70d9-4027-a425-5deb5b7d9f14 · outbound

This paper cites Assuring the safety of advanced driver assistance systems through a combination of simulation and runtime monitoring,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Assuring the safety of advanced driver assistance systems through a combination of simulation and runtime monitoring,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.525954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.864823Z digest=sha256:0f6a45b5984171ae976281cd9ef7b8b99085aee657279bd90352dc52ed8dcddc

Observation dce54fa5-f3b3-4c9e-80b6-8afefcfac245 · outbound

This paper cites LOLA: Run- time monitoring of synchronous systems,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation LOLA: Run- time monitoring of synchronous systems,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.512703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.869164Z digest=sha256:6a2bce88a461fd0cc315d06e36e240d6bebdaedf12493bc64276a0a37787426c

Observation 5471dcfd-596d-440b-95b9-4b6bc323e970 · outbound

This paper cites Runtime monitoring for safety of intelligent vehicles,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Runtime monitoring for safety of intelligent vehicles,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.498348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.873682Z digest=sha256:d00a18c711e475865e8a69f269c28049106f3d3a48572a63b9fa7dce15bcd87a

Observation 764a25ee-829c-4449-be37-b10ab0d6e1a5 · outbound

This paper cites End-to- end autonomous driving: Challenges and frontiers,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation End-to- end autonomous driving: Challenges and frontiers,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.483888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.877973Z digest=sha256:e3331fd0fca9face176a39469a86cafe2e62ba48dcde144078fef519863b8855

Observation 446e0835-5145-49e6-bee6-f04a8a554eb4 · outbound

This paper cites Multi-modal fusion transformer for end-to-end autonomous driving,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Multi-modal fusion transformer for end-to-end autonomous driving,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.469689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.882167Z digest=sha256:55ef21a8a9c1d142ef1f78bae69ce717596697b0bbc1eb4cd12542b4a0253281

Observation 745b68da-b50a-4abe-9db0-9e49baad7bf4 · outbound

This paper cites Extracting human-like driving behaviors from expert driver data using deep learning,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Extracting human-like driving behaviors from expert driver data using deep learning,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.455945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.887164Z digest=sha256:be970652384fbf4ae62001b4c90923c372aa41c648be7bd43f62cd27d1478ee9

Observation ca993437-0691-4b71-91f7-f4e5fe80f678 · outbound

This paper cites A learning-based autonomous driver: Emulate human driver’s intelligence in low-speed car following,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation A learning-based autonomous driver: Emulate human driver’s intelligence in low-speed car following,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.442200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.891493Z digest=sha256:1701a42b24342bf8211af08debb51d7de56128fc8e30e399f3c3f4ba458c37e4

Observation 213cdabb-2d66-4608-b144-0946816d13fc · outbound

This paper cites Establishing style-oriented driver models by imitating human driving behaviors,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Establishing style-oriented driver models by imitating human driving behaviors,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.427735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.895949Z digest=sha256:4783dcb510bb25e1b6165fbecc2f2b56652999ea1598669e37eedc40ae19b52f

Observation 10b9094b-4488-4749-8d62-b853942b4092 · outbound

This paper cites Learning from naturalistic driving data for human-like autonomous highway driving,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Learning from naturalistic driving data for human-like autonomous highway driving,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.412993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.900003Z digest=sha256:42f9592b10d3c1e3f841b3f21b8bf6ee59ff00cddd4a55a45bce5e12fa55255c

Observation c223497c-3a8f-4bc3-a489-eb136f785ea7 · outbound

This paper cites A survey on imitation learning techniques for end-to-end autonomous vehicles,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation A survey on imitation learning techniques for end-to-end autonomous vehicles,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.398991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.904043Z digest=sha256:71d3a8e5482be5825d7c369a5be539dd826fc682ab81f9adbf279b59bad93f74

Observation f811879f-3583-4b62-a501-5d0d0d2283b5 · outbound

This paper cites Language models are few-shot learners,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Language models are few-shot learners,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.384980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.907987Z digest=sha256:322c90b32ddb0dba39f95400fe2279f64bbe53784c8b7c48392e1a3a3dcdc8b9

Observation 47a032b5-3bbd-4379-94ff-61855727652b · outbound

This paper cites GPT-4 Technical Report.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation GPT-4 Technical Report

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-08T05:53:41.911919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:53:41.911919Z digest=sha256:82bfb6265a264acef47df9c94c714f7a6979a3baf93122cfd896764991b2cab2

Observation bfd2a690-d3c3-4d44-827d-8a19a13d5930 · outbound

This paper cites A Survey on Multimodal Large Language Models.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation A Survey on Multimodal Large Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-08T05:53:41.916172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:53:41.916172Z digest=sha256:ba84dc1b3cc5baa8814277f0339ef48b9a29cbc7f294a809799c87ef7ac5475c

Observation b818cf03-0d43-49ac-9dc8-1d1907209294 · outbound

This paper cites A survey on multimodal large language models for autonomous driving,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation A survey on multimodal large language models for autonomous driving,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.370125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.920725Z digest=sha256:24a8508ce55e57619f43f6de75da88644a3171a706fe4bab1901254837671f6a

Observation fa09c659-bb63-4b58-8bcf-522cd0612cc7 · outbound

This paper cites Driving with LLMs: Fusing object- level vector modality for explainable autonomous driving,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Driving with LLMs: Fusing object- level vector modality for explainable autonomous driving,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.356888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.924625Z digest=sha256:0f101060c739f2f3aee1153caf1f131df0b1f712b921f11378c582c5a0139d91

Observation ee4ee9cd-078e-443c-a730-40e60954bb01 · outbound

This paper cites GPT-Driver: Learning to Drive with GPT.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation GPT-Driver: Learning to Drive with GPT

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-08T05:53:41.928527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:53:41.928527Z digest=sha256:b55388198bf9f7671aa31ebae8a16e0b6d07c23bf8a72c60de486221050e72be

Observation 5af5af93-feb9-46b4-9914-1c0d570da97d · outbound

This paper cites On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-08T05:53:41.933246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:53:41.933246Z digest=sha256:71c5e5630dae9132ca7bc2e1a58d480572b5edc2e4c8d2fc8d9fbfdb3a5c0944

Observation aae2007a-a597-4bd6-97e1-b2dce2af2fe0 · outbound

This paper cites Autoware.AI,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Autoware.AI,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.344322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.937949Z digest=sha256:943bc1ac9feae02d8c99cd3bfedb520d223d1a3df81c34c20173b5e93da8aca7

Observation 71699dfc-9dca-453a-8d9d-79d3bf9e0723 · outbound

This paper cites A systematic study of automated program repair: Fixing 55 out of 105 bugs for $8 each,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation A systematic study of automated program repair: Fixing 55 out of 105 bugs for $8 each,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.330743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.942379Z digest=sha256:5b76c061487723f54dbba0d83fc12f1d1a2cdf2397bc6f755090c94e9685a0a5

Observation 5ff57f20-0d61-48a2-8f52-06b946e431af · outbound

This paper cites $\mu$Drive: User-Controlled Autonomous Driving.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation $\mu$Drive: User-Controlled Autonomous Driving

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-08T05:53:41.946778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:53:41.946778Z digest=sha256:b7b4e732e1f472c9d99d20cd9616e87ca0d583b2212e8b95bbbe828b1cbbc9e2

Observation 48adac06-0547-405d-aac1-0573805b9829 · outbound

This paper cites (2025) ChatGPT.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation (2025) ChatGPT

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.316087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.951311Z digest=sha256:625e86274920a6c70e378c7b829c25d02cf505ac8240a445164082cf8a9eeec5

Observation 0ee6521d-b909-4172-a3a1-9b7d013517a4 · outbound

This paper cites Function calling,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Function calling,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.301541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.956008Z digest=sha256:467c35ad8648bff150fe075457a3a483ad2e6f6383dd03bec2cf0e8791daaf30

Observation 1b2e6cee-9996-44b9-93f2-02615610aa76 · outbound

This paper cites Apollo 9.0,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Apollo 9.0,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.287419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.960316Z digest=sha256:62f857c62b664ab412bb088e8348e1fb75dc7be10e8510a03f3f483ffaf61453

Observation 5bba324e-7da5-4783-96b4-35c20b730ff1 · outbound

This paper cites Monitoring temporal properties of contin- uous signals,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Monitoring temporal properties of contin- uous signals,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.273508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.964452Z digest=sha256:415eeda017970ca209b848562628dccf8a003184c43961461f85983ef7fb7528

Observation 4ded61c7-860a-41e6-bd54-882dfcc48437 · outbound

This paper cites PaLM- E: An embodied multimodal language model,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation PaLM- E: An embodied multimodal language model,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.259668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.968776Z digest=sha256:17fe8a8e9c67082fd4558f77a719ebbc8a7b728f26888a683ed69aa7137ae59e

Observation 314a321d-8aa6-4ae7-aee5-d1be41cad237 · outbound

This paper cites ACA V: A frame- work for automatic causality analysis in autonomous vehicle accident recordings,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation ACA V: A frame- work for automatic causality analysis in autonomous vehicle accident recordings,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.245495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.973315Z digest=sha256:0b8bf027f50b56bda1214de355433b1c93b301c38c3ac9d674be9e9eff0cb1f0

Observation 7a9d366c-3ce8-4533-b2a7-04a9448102d6 · outbound

This paper cites Robust online monitoring of signal temporal logic,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Robust online monitoring of signal temporal logic,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.230977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.977304Z digest=sha256:76442f67efec9d4ce3a4706c11810daafbc3d04fb33a2f2e57e1a7dd7b10ccbe

Observation dd235811-2626-4fb1-b9e1-cd27140356bc · outbound

This paper cites RTAMT: Online robustness monitors from STL,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation RTAMT: Online robustness monitors from STL,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.216670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.981470Z digest=sha256:a5758b234d8da1b77b7bb128427060eb77de1574a57d9bd2f66c4252ae2adb2d

Observation 3300f574-cecd-4a70-9ca8-dc73d00b699f · outbound

This paper cites Regulations for the implementation of the road traffic safety law of the People’s Republic of China,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Regulations for the implementation of the road traffic safety law of the People’s Republic of China,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.201497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.985488Z digest=sha256:6144ef377a1468ce859d5c2dd92c1fd7757b5583171e3944e7a66989e332b61c

Observation 281cb894-6a36-4f94-9b5f-5a4e971ad873 · outbound

This paper cites FixDrive source code & supplementary materials,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation FixDrive source code & supplementary materials,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.186068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.990150Z digest=sha256:1f1d771d5aedaaa0242b2e845839e68942a208b2b20a6c555adefe513ca6b47d

Observation 3c4e959e-18db-42d5-8eac-41760375d5f5 · outbound

This paper cites Dreamview Plus,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Dreamview Plus,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.171810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.994348Z digest=sha256:15deb10a9dea869a1aefe96b2682cc408824cc21bcc6689c7d5d11de75cc2b3f

Observation 72500081-0750-4091-a17f-ce88d4aa3c92 · outbound

This paper cites Apollo Studio,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Apollo Studio,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.158672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:41.998766Z digest=sha256:760e0680aba81c9025ac10a27ddc3076b05ced850e1e8a924967ce0b8b3cafa4

Observation 8c074038-592c-47dd-9ad0-54c9b96d0cd2 · outbound

This paper cites Tokenizer,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Tokenizer,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.145738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:42.003170Z digest=sha256:a5fac4329720581ad90339dfd4eeca488eb195cdca5de7dac448f527c53cb094

Observation 27679530-e113-4c01-aeef-aed2f63746fa · outbound

This paper cites Towards fully autonomous driving: Systems and algorithms,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation Towards fully autonomous driving: Systems and algorithms,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T05:53:42.131548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T05:53:42.007668Z digest=sha256:4b59b2415aaf828410d50927c4e37f3312370e26b1496604e8b5454170366782

Observation b744cadb-01df-4c43-b6df-abd7a5f8b82b · outbound

This paper cites A survey of autonomous driving: Common practices and emerging technologies,.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation A survey of autonomous driving: Common practices and emerging technologies,

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-08T05:53:42.012025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:53:42.012025Z digest=sha256:0b88b29b15985f52ff62f32657d1fa270d72b6dc550b9118eba66d4512b20c59

Pith citing papers

Observation b66ab9fd-a9f7-40cd-bed1-a26c245c737f · inbound

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning cites this paper.

ADReFT: Adaptive Decision Repair for Safe Autonomous Driving via Reinforcement Fine-Tuning FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:32:59.550785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:32:59.334034Z digest=sha256:aa7f2c2f0fbabe67c9a4360a7eb57fc8a6743c9669c0c0e96f54dd2e9892a7bc