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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.801063Z digest=sha256:b180bde5e3b8aa773db34e31d65d4c85827accdd9fb219d2d57bc729cd64618d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.806332Z digest=sha256:8e1ed29b04cabc1451c677c7d8b3df5aa950c8aa99f091dc6ef49518a57dcc28

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.810900Z digest=sha256:9f3aeb824c593b451eb876979f63b719219f1ee784917cd21f89f6319e73c07e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.815488Z digest=sha256:5e4644e8be291eb46d913a33ebdef0db08a855961c4acde9075db828c4ade8f2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.820140Z digest=sha256:26119973e692f2d65467de017f6df1574141aac05429182bf063472a5213d7df

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.824738Z digest=sha256:98cb3c93bdf55bc0e31c720878c21596868726e16cd85fdfed2ea7bbb0a9cbf5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.829718Z digest=sha256:d7ca6666cae215911e406b7eb494ee87b5b408000e6ba0ba02d3eb010dd33fb0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.834008Z digest=sha256:fe7d497904c64377bb8a9cdaa244621afad702dc3852e7cfd9ce0cae3acf5511

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.838287Z digest=sha256:f96c82fd059bed134e98c3ca2f6c727104b8348f6818729a5ee3d604830e5ddf

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.842345Z digest=sha256:5ab2f0108c2f1bc599828d22e8cd9adc6ad06bf34d1acc7dd32c210c6c728656

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.846748Z digest=sha256:9dd26d9177769cee1de692a3b08dd8cd2606538811df8158d52b83a4fc463e13

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.851378Z digest=sha256:e1f682ecca6f9fc5a67ab6047692b5f477e0cc3a6e4f2f930b1f71c68b79d210

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.856134Z digest=sha256:e4224c7c835e4494695a72e93cf9fb1b8a100b96eb1cb7005e5d38d4340ed02c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.860506Z digest=sha256:054b3809df0165decec157fa9b46bf197c3beb047e737f9529e5957130791939

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.864823Z digest=sha256:6c1ac3cb56a148938286d260281baef0e5d873ece488a185dc2dcc4c236ff20c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.869164Z digest=sha256:4f6f9bd9c71560599417174ba4a77fac2308d06dad8e7b767d085084f2f55703

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.873682Z digest=sha256:51d3718c526a34525a43c274831afba46571c1bd9f5a805fdbda411b265061dc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.877973Z digest=sha256:0a893150e3a21b7cae368df6f96ca74f28203609e06823067da928e5ea62ebab

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.882167Z digest=sha256:4940b3a9d5730694ce9304a4efb6c6b06173af21ba1e5d56d86ee7b9ab303b0e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.887164Z digest=sha256:a9f958cbd5cf6529849a62474ecb778ae39154f0bf83886baef9d09cf59d120e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.891493Z digest=sha256:b502055200c6427de882f71d8ef02d720d3574573ac6a9cb93de04ac7036b609

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.895949Z digest=sha256:788afc124ef2c9471b13c1403f69e0ec0a162b0a649276f6c0646ad2579ff88a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.900003Z digest=sha256:2ccd607e84420f9e8ba031bb17f86355a8bf2d45ad2791cfff912f0ed5f4a988

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.904043Z digest=sha256:26bd4fa143264eedf46b5f216669e857d2f628a373ef43d2088e85a42bf6290e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.907987Z digest=sha256:e2ade6428c876ac9e76fe0776f9cf55c3f89739d6db5fcc346b6278661e2d8bf

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.920725Z digest=sha256:c597c7eac4921d5247250e298806c34ca723985b8823a6a8393f22918508cbba

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.924625Z digest=sha256:16387e764a197fe92fbe23f24683be4c7dbe3557c157cb62f5dca6a417bf61a7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.937949Z digest=sha256:7dc1bd57558497bfee1e800653573009f113e039a2484f9aa51010255c609f53

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.942379Z digest=sha256:d594bff153402b188a4dcf092413d6ebd154ab25b40d7133d8ee817422dda8c8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.951311Z digest=sha256:fac2cc681a1910f5d5910f17120de5f3f9386bab7686a994a550a6e4f2c6656a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.956008Z digest=sha256:4c860fd6c2cf3811fc925562bca00ba1fbba81f89367cc59b37da8cf4baf9979

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.960316Z digest=sha256:60fb5594d133e84a7afad04b81437c98bcbd12ffab7f2bb87160c66fe5fc3f3d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.964452Z digest=sha256:ac50f7b57324e835ce9d02f9cd58f9da4c6249ac472f669a56152ed8c1fbb206

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.968776Z digest=sha256:42ce7099aa61142d67560fe5d057f22302d70b3aa01751387d7d045058e2a1ff

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.973315Z digest=sha256:80371b808b040c5165cc058bbaddcecfbb675cfde24d989d90de9e4f2d94d6f6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.977304Z digest=sha256:f4035ca7ab3b7841fdc2975959e0c0cc376130779c2c8a18ad67d7269d0b12c6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.981470Z digest=sha256:32093baa1ea4d67943e906d57228563f840667b42b40cb308e3dd82d9f6f7524

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.985488Z digest=sha256:511ae16355d0187fc7205bd9439c07f7fb880f8d13826cd0be9a749886583034

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.990150Z digest=sha256:b3cd2f9eff588cee0c4288f38b21b237e3b4aa90444aedff4c5b33f9ac06a8cd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.994348Z digest=sha256:4959109fb862ee0d53544741aac4d22259d771165c167d51c4a9a412c5eea44e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:41.998766Z digest=sha256:d62a601c1062ead014e12b87b1e95cd4e9fefa3cb6040050803d46b0392006db

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:42.003170Z digest=sha256:adf39389d817f5b6bd29888046364e341166fda9bcfcb9f9215924fe67908153

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T05:53:42.007668Z digest=sha256:3ac903f6e0048608e365e8b61fbcbb2b59c311aabc7d5412e63b69e0fedbcbbc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:32:59.334034Z digest=sha256:fa21d22a11b692dcd2798526f30d6e4eb1eadd33287c741da0c63ea36541c27b