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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.801063Z digest=sha256:c1e157454caa6d49d1d3af7f49e841388e5bddfaee84b3d6a4d3c2e26666c010

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.806332Z digest=sha256:e5ec31e702fe3ba952c6bdbffc0ea1862ec74470a5f870eaaf16a885d801e3d2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.810900Z digest=sha256:7561530da73ecbb7d639bd074247fd726dd811b3d07ffe7a06b854272402abbb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.815488Z digest=sha256:f31de68333345b57750965b9d72fe250213f26e7f9a3cb079dfd7cd9d23b9e91

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.820140Z digest=sha256:b1d7fdf5ca4b6e57aa4c7976347ddc9a04350326d7880755b93610ce5a15f10a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.824738Z digest=sha256:0033150da5f1e1e3e492602bcf71e5d5b651994c4d5ea15aefafaf3542b65d7f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.829718Z digest=sha256:d8f0d50d56ce68bfe51bed2b1b40c389f9f428ce0633e912e33f7ebb8e0c5227

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.834008Z digest=sha256:790518305b1db41ddeb12c9c33c3b38f2685c32f4d1c9e7a7182ae89fbf80226

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.838287Z digest=sha256:e3f7ffa8115d3317e6d6ef20b76b553c985af05a482f5115b1993c0805870f7a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.842345Z digest=sha256:612f3d7cedfe61cd22948ea564b3cd2cff789b8916da00a4559bbef6465a5046

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.846748Z digest=sha256:9fe23b1eabbdbef62f72b978526d6f7741cc9c5fd407a26058204a671cd102b6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.851378Z digest=sha256:3fc1f0e29a679604183f0858af3f3ed17b0cfb6ec53e649926f2a97cb5a47f82

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.856134Z digest=sha256:6b5e5414fdcc9ff616af6cb51bf646011a8d21bcb04dc6256ddbde5d3d77835a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.860506Z digest=sha256:b4160258fa83016e99638c1dd9b84df3ee65c239968e9415b9d14d8d15395790

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.864823Z digest=sha256:1e966bc326faf911cac61ac6406b8be9060cbf78506dca41d2029ef5cbd1ca06

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.869164Z digest=sha256:c43edf4fdeedb4805fade5473b73a6462404c8333d8a7a6ab866f3a82237437e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.873682Z digest=sha256:e83b580d7c6f1236181d9019fc75966002cc91688ca92f0ad50570a5585dbd5b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.877973Z digest=sha256:72d29d1df4a449bf11360a70532aa7fb480fe68c2457b9a6c5e91eaea7be7cdb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.882167Z digest=sha256:d61a9f005c27a678e9cd4b57e7e659590076b94b07d0f72aa1b186d4e2b64f22

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.887164Z digest=sha256:bc68861486e1c1cd53518a92b8bd2d3e7f09a40ff048a90bebbea68dc0a4d9e4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.891493Z digest=sha256:08c2e453fdebad2a060a3c424d1560070ec22ea1b75dc732a2f1e6d4a561bf08

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.895949Z digest=sha256:5a94a914fcea5533e7aa675b9d35ca70436e60d0ebadedeffdfdeb1f477ca0ca

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.900003Z digest=sha256:4a17637ad4a28ddc5c207b6faa15b809f8f350c628ed504d1b579fee12933d88

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.904043Z digest=sha256:634e22054f5b5e83f6b80dcc307beaff46fa34ed41525792238e542247ba71a7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.907987Z digest=sha256:405130691273bac0f5043ee0e1f203e6015f068cec7cd4abc7dbf803e972ae58

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:b5572eee23bedd7f8363c493a0e071afc9121f66c463c2f8a9ae75c3171eb0b7

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=sha256:9ea33df829d892318e02ecc7e7d0b87f7c7fce7bbfc98b530c7fc4cc2c2d47b9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.920725Z digest=sha256:a8bed64d13e1ee1fc2d8cdf742ee49748737b60e96cb7b3c797d61ada1d4650a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.924625Z digest=sha256:1be930b7e0748230208a688071fc13cc24ae2e50fab2fd05b3b3e79edee826d3

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=sha256:66ce47efff5a3d6fcc7fe1a134ca21049cbe0983c060b6b2e770130222a70683

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:fb9e6b1b9aae062c3942aaec946d31df7fef8ea70b5e2ea9b28e23864647ec63

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.937949Z digest=sha256:726f1ffc9d76abf43128db5e2f7851f07fca2c0dc31f3eeafa8a2186e7fc6196

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.942379Z digest=sha256:94e31877ad746e67560502f6a53e6ef123165207b91d74577d0ebc618630e9cb

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:e31d0a430f077d2672aa151633cf7c1675d6ec3c1abaa2ed333f9dac9a1c1094

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.951311Z digest=sha256:428a54c29cefc99ae9e698ca39a98468f20a6eae2e77ee0b05c0546f3c476601

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.956008Z digest=sha256:b0ab0aba87e0b3f85531f6df260925250ee828d48e361be11c3acdc4493d2794

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.960316Z digest=sha256:407a5d47023e8c86a37bf82a8d848679cef31ecfddee850ea47ba634a27b4e90

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.964452Z digest=sha256:5bb8fec25c9d31e83f928950f100759d2276f038ede8c94cfd99bb2635d8170f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.968776Z digest=sha256:8cfdb1ae7ebc3467d19dcb5fa2c1fc16a2c3c18c2dd17c68d95013c57b7591cb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.973315Z digest=sha256:baa448f218f73540a046b1540f3dd68f78f78d364c3444d8f588d50d70fce70d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.977304Z digest=sha256:9201f6a2e7fe02ff0225b94dd729303474cc56cd84e46fe796752298c24260ab

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.981470Z digest=sha256:1f702af5b10519c33eadaad06509bccb16d04ab194c02d8a9b0e6b4cba5037e8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.985488Z digest=sha256:49ab58611caac1a464928377246f302b3a707765e5fb1ed89e02334ef66caa37

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.990150Z digest=sha256:623fb1c678c2feab8055f718b02f760aabbf94470f9bf973c3b805bc0c85fa33

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.994348Z digest=sha256:95f7caeb42d85492c6263f1ca7efeda903294053e841c718fc43bee9d4b32811

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:41.998766Z digest=sha256:5aa42edc7d308dde99af203dc7ab6d23e10de989559186f65dc5c5c8348503de

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:42.003170Z digest=sha256:2327b4e3712ce03bca56a7d27a54e4408adb389aa415ecf9782d29633f6a89f2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T05:53:42.007668Z digest=sha256:b53694cbdb92391740c19947b9b55c9588c18923bb03f7cc894b172c359fe5e8

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:f8f0a410a1af6e2f5e48f56f3551ea8591b87e120471bc00e34a4879f6a46a6b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T21:32:59.334034Z digest=sha256:244fc078ed720eadee234947f79b055eea15a465ea08cf95a30e87a16fced32d