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Paper Citation Record · LEDGER

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

As of 22 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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.801063Z digest=sha256:9b5c044f263b618baa76650da9a49decc3cb180f32ebad1a9faccb7d0b3998c6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.806332Z digest=sha256:cd18d4b0f9c4e2fce7064f1414338f803f4f0ce6214d42049216ed9074614301

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.810900Z digest=sha256:ee0b69555003b3f67ddd2a8b860bcb8cd2f6efe7132f609353ccc145d5507f21

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.815488Z digest=sha256:92a5531e2fc530319d40fe7983715f8b5a66671c1e1ee82597997b29cb22f837

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.820140Z digest=sha256:db7b03f23e5f493bc3965f1f3e6fd74be8940660b0a0be50356c20784accdaff

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.824738Z digest=sha256:943d617a92ac2c69085a413cbc7e29fbe156f2819f99576023d8bf4196503483

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.829718Z digest=sha256:04137b67921484bb0ce8320ef680da6cc1c2c9f13e69417bce1fcf1e23ef4ca7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.834008Z digest=sha256:d705edd092140ed000e39030172121de28329635d7212114df56b459951e8593

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.838287Z digest=sha256:c184567a84c4bdd499e73790b3c3581e90c0c95fb5e3e5b2dfdb55cb96ae166f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.842345Z digest=sha256:9d73f236bd48706f57f714987f640b27b63fa30da3fc5ada17e30b8f3680f6f3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.846748Z digest=sha256:97be2f365703f42e2b0e5ddb2df797cb686f7aff2b0cb59cd2e3fe6f6e7fb6bc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.851378Z digest=sha256:82b95a8cc69a64c5ad2098b0c29c90de3d7f1acb34a83c49f4867a5b88eefa0f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.856134Z digest=sha256:0a3ddde795e9a3e934da52b8ad9624e0e4e2344d398f1f3d3ceba0bfc5270b58

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.860506Z digest=sha256:31e09deddf4d58b98f72ab7adf288157e98fbfb0b0f7ce833c1b37d7501b3bb8

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.864823Z digest=sha256:e9fc4941ee9b05d3e8d14b53d3d56970cd09103e930123cb96e48470e94e4f7b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.869164Z digest=sha256:fc2193dbda20cd389c23b9a7a4361fa339901fe48e29ee62480cf829637df1fe

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.873682Z digest=sha256:366acb0ea0006c07db4165a1ac1c5a437302358c332e85ae428fde28859029ae

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.877973Z digest=sha256:72668323d8f161d4ce7a46aea4ab2f6fa1a7c5c62b99dd7e5d31f4f2cb99b7bc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.882167Z digest=sha256:39d9bf2acb8b03b5a08f6d8d88bb5ebe414452d65d5e22d34bf44c11c427cbcf

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.887164Z digest=sha256:98898800318c3acbecfbf7f776c1687d9579d1b77ea42b3dfce35dacdd15bbe7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.891493Z digest=sha256:84cb86985b8d2d203bb5e1e81600202d6181765ab5c03bd499382f2e581022c7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.895949Z digest=sha256:b80c0601d3b6358bf638eca232ba1e4ce03022c85e9b7434a25430d5c8313391

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.900003Z digest=sha256:ac8294f7d3601d9fea60d5225e9dbb36805c1304a94e847d4362f6cef6152318

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.904043Z digest=sha256:08e0a5e94319a0f81b09125859b3a23f838ff02db0815b47f136f189d36181f5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.907987Z digest=sha256:1690e1c9244fc6053c5d1d251a05584a66145921b43248c3908de9c719f10570

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.920725Z digest=sha256:06157636c75a3f2f4e0d565b93528449e26c8528fdb74a387215b28a46b40738

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.924625Z digest=sha256:9217b9a007c74d6449b7c0161bb33548360c1775ce7f460f2b822ae902364791

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.937949Z digest=sha256:d8cedae235960f08ff1ac0f78e94573e2008fec9096cee3bf13328aaad1fe7fe

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.942379Z digest=sha256:9866a32c4024006c07774fe18c7596120471906f335232226a4ae1c7e4a695bb

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=sha256:82641f4088acac29650ce8c281bf9974b38f4978fef8f5a6d503d9fae0fd2e7f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.951311Z digest=sha256:233292cb9187b2d2c2797fbf1e76ffbfd5b84767712d07836076e32582d8ad56

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.956008Z digest=sha256:53f129e705fc340ede1a3f44b96440cbae362f81983f16b88073b9bbff0b3296

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.960316Z digest=sha256:b7ca10005d1895805214cadba9e984470efa1442ca6424fd3e2ad32f7f19e5f2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.964452Z digest=sha256:592a4434488e61700d44368e31945a324774cb8ec9d490790a2905cb6e32bd43

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.968776Z digest=sha256:833a24fbedb878531a270bf5d5225f1b06ac23f7b79b8361c19858403d208e2d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.973315Z digest=sha256:25c27c0b9fa618a8efe34e458ffab9497467efe48693036a9f0e8415be83c386

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.977304Z digest=sha256:d336e409c1f393a93bd83d68f99666faa2a47cb93c5adeabc7a70d94b4cf06ba

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.981470Z digest=sha256:8720e6c452f741d8081412b0788b0c2b0c7a05fa6d3bbda382e25c90d36156a5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.985488Z digest=sha256:0bd6073d45abf24623303df8494175dac4fccf9528373721b79bd5a0fb0e2326

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.990150Z digest=sha256:ca02bdefb8dbd415c57fa34f738da6d9644b24c321418f4dcf1177f3f2f4aab3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.994348Z digest=sha256:1d62abfdf02f5b115f683f6c11a8e34d0ce3bd1ea905377b5c5805e8829c3502

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:41.998766Z digest=sha256:fe3124728696ece7d3db4f3cea225b01563c2b0381d2f1dc317e2d7d28f538fe

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:42.003170Z digest=sha256:dea6be663b3d064de49223a8c1cfc23b3a00c6df02a1dde764dbb421318a72d6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-08T05:53:42.007668Z digest=sha256:106bb10a39b5853d2d5180e17d55f7fd3254e4de5ac2c198d04b07d84606c0fd

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T21:32:59.334034Z digest=sha256:92e0e02e166ab679c13c70d8fdbb6a7307a71ce2ea94694c32c6e2aea6f9a441