Paper Citation Record · LEDGER

Vision-Language Assistant for Emotional Reactions to Risky Driving

As of 16 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2607.16181.

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

pith.paper-citation-record.v1
2607.16181 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:10:57.763696Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact2
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0c6635e4-841f-42ae-ba67-942a00311a41 · outbound

This paper cites H., Yun, H., Cho, S.

Vision-Language Assistant for Emotional Reactions to Risky Driving H., Yun, H., Cho, S

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:51.322706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d8504d7-b07f-4ada-8b5b-96402187965a · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:51.410473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bafba890-5f48-4307-9c9e-189929b4b4d4 · outbound

This paper cites Department of Transportation, National Highway Traffic Safety Administration.

Vision-Language Assistant for Emotional Reactions to Risky Driving Department of Transportation, National Highway Traffic Safety Administration

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:51.528366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e1bc4c-8b28-4987-bbbc-790a0ce0730d · outbound

This paper cites H., Yang, X.

Vision-Language Assistant for Emotional Reactions to Risky Driving H., Yang, X

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:51.679752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a757469-4f1f-4af5-bfe6-65de3fbfc482 · outbound

This paper cites (2024) Road traffic accident fatality rate.

Vision-Language Assistant for Emotional Reactions to Risky Driving (2024) Road traffic accident fatality rate

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:51.770232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52821970-5396-479b-ad04-17e401b03337 · outbound

This paper cites M., Xavier, C., & Pereira, P.

Vision-Language Assistant for Emotional Reactions to Risky Driving M., Xavier, C., & Pereira, P

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:51.925107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2375637-b753-445e-9249-50ad1fd12904 · outbound

This paper cites V., & Karthikeyan, J.

Vision-Language Assistant for Emotional Reactions to Risky Driving V., & Karthikeyan, J

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:52.096611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d6589c6-2b66-4c07-9bdb-cdebc453ccf8 · outbound

This paper cites & Wortmann, F.

Vision-Language Assistant for Emotional Reactions to Risky Driving & Wortmann, F

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:52.205108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3d2cbc2-fb72-4acc-8558-2c0c9ab04e48 · outbound

This paper cites & Cao, D.

Vision-Language Assistant for Emotional Reactions to Risky Driving & Cao, D

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:52.369651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44430459-6a3e-4305-90a5-388bbd782387 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:52.542009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 777968d7-0f0d-48a7-88b6-e1a9bb0f40e0 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:52.803763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 692dae14-0fc0-4bd7-affc-11e55ace4c41 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:53.032012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a55cf913-6b4a-40b4-bca2-34a7234248cf · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:53.204742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51bc5de-9fea-410c-ad08-df20c6625f94 · outbound

This paper cites & Kompatsiaris, I.

Vision-Language Assistant for Emotional Reactions to Risky Driving & Kompatsiaris, I

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:53.379210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 443dec6e-093c-4b81-bf2d-31bd847d0e70 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:53.554202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92be1ff5-7170-4a8a-9c8e-9625da1d98b7 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:53.725547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849db106-a5a1-46eb-887c-c8b497226d61 · outbound

This paper cites (2023, April).

Vision-Language Assistant for Emotional Reactions to Risky Driving (2023, April)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:53.899499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d50365ad-baca-4ddb-baf7-a79a4bbb2549 · outbound

This paper cites H., Feng, S., & Li, F.

Vision-Language Assistant for Emotional Reactions to Risky Driving H., Feng, S., & Li, F

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:54.050456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 806f18a5-e96e-4e23-8e3f-e72773578f11 · outbound

This paper cites SimpleLLM4AD: An End-to-End Vision-Language Model with Graph Visual Question Answering for Autonomous Driving.

Vision-Language Assistant for Emotional Reactions to Risky Driving SimpleLLM4AD: An End-to-End Vision-Language Model with Graph Visual Question Answering for Autonomous Driving

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:54.220195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7ce6ce3-ce02-4484-b3e3-f1f18378c7e9 · outbound

This paper cites (2025, April).

Vision-Language Assistant for Emotional Reactions to Risky Driving (2025, April)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:54.428888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd000b71-19db-4949-b746-79d51594ea79 · outbound

This paper cites & Gong, J.

Vision-Language Assistant for Emotional Reactions to Risky Driving & Gong, J

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:54.634015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab46e95-b50c-4aaa-b906-9391c555ca3e · outbound

This paper cites CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous Driving.

Vision-Language Assistant for Emotional Reactions to Risky Driving CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous Driving

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:54.806772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d661764-1624-40d1-9161-723257bffe64 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:54.909661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de5b6359-cd65-4cdd-9d0c-887a6b19a6b1 · outbound

This paper cites (2024, September).

Vision-Language Assistant for Emotional Reactions to Risky Driving (2024, September)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:55.037795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ac13b10-1b81-4f95-9331-b614fdf8d714 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:55.151860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab55ddc2-bb12-46dd-af1c-bbdcade417d3 · outbound

This paper cites M., Chen, L., Hünermann, J., Karnsund, A., Hanotte, B., Chidananda, P.,.

Vision-Language Assistant for Emotional Reactions to Risky Driving M., Chen, L., Hünermann, J., Karnsund, A., Hanotte, B., Chidananda, P.,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:55.299226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33a58616-f5e2-47ef-9002-40dee06df556 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:55.446128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dda87fdc-9093-4ff6-b53a-33cc0d1666f9 · outbound

This paper cites NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models.

Vision-Language Assistant for Emotional Reactions to Risky Driving NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:55.554549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed69e49d-d63d-4401-98c7-33356b325b76 · outbound

This paper cites Generative AI for Autonomous Driving: Frontiers and Opportunities.

Vision-Language Assistant for Emotional Reactions to Risky Driving Generative AI for Autonomous Driving: Frontiers and Opportunities

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:55.734993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56dadf8a-7ade-4e27-8a9a-e1e9b0129eae · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:55.877275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06714a72-4eb3-46f8-856a-e62bc2a93005 · outbound

This paper cites M., & Romero-González, J.

Vision-Language Assistant for Emotional Reactions to Risky Driving M., & Romero-González, J

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:55.990485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05871a97-c4e8-4f0a-a972-9ce1da0041f9 · outbound

This paper cites H., Huang, N.

Vision-Language Assistant for Emotional Reactions to Risky Driving H., Huang, N

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:56.103495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d13136a-84f5-4601-9e6b-493701a6056d · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:56.270292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02f4f626-79bb-4387-aec5-8156e84ceb98 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:56.327380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8404b3-ebe9-4f9e-bdab-9405a8bad3b9 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:56.350855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f68d151-0100-4dbe-8f7c-65cd4c5271c9 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:56.424466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4be67e4f-01f6-4d6d-924d-3e8e47e58255 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:56.535138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 055e57f2-c612-4ab8-a897-059c0bf38ea4 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:56.697384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f5ea247-56d0-4d26-8ff8-3013b05caf75 · outbound

This paper cites H., & Lee, E.

Vision-Language Assistant for Emotional Reactions to Risky Driving H., & Lee, E

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:56.805922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97caf8fb-0041-451a-9046-e49ac03ca907 · outbound

This paper cites H., Moon, S., Cho, S.

Vision-Language Assistant for Emotional Reactions to Risky Driving H., Moon, S., Cho, S

Reference 40

Resolution: verified exact; doi, observed 2026-08-01T21:13:25.731534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 722b14af-d24b-4617-8741-ecfff847366f · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-01T21:13:25.595388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e3ecb955-5c93-467b-b4f4-9c6b39af7d1f · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:57.159278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26ac07f2-a153-4b44-8a21-8c4a4672a464 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:57.278845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7580241-0666-44c4-b0e6-5f56d0bfebb9 · outbound

This paper cites H., Ham, S.

Vision-Language Assistant for Emotional Reactions to Risky Driving H., Ham, S

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:57.402139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b14f7cd4-7184-43da-bea4-6519cc50fa3e · outbound

This paper cites H., & Lee, E.

Vision-Language Assistant for Emotional Reactions to Risky Driving H., & Lee, E

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:57.525053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7895503c-b3a8-40ba-b6ee-64f5bfac6b47 · outbound

This paper cites an unresolved cited work.

Vision-Language Assistant for Emotional Reactions to Risky Driving Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T21:10:57.763696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.