Paper Citation Record · LEDGER

Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2502.14917.

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

pith.paper-citation-record.v1
2502.14917 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:02:59.697040Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T15:07:04.030431Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7b5efd11-9b1c-4117-b021-69dfa03fc221 · inbound

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning

Reference 148

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:18:53.248546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c61f6775-56e9-4bcb-a934-453ab960b3a5 · inbound

Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects cites this paper.

Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-07T14:02:59.697040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05488b1e-e701-4211-bf31-ee99f3c3e86d · inbound

A Survey on Vision-Language-Action Models for Autonomous Driving cites this paper.

A Survey on Vision-Language-Action Models for Autonomous Driving Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning

Reference 159

Resolution: unresolved; no resolver link, observed 2026-08-06T21:31:04.891588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1217562-d526-4587-935d-c618f91100c8 · inbound

MARS: Multi-Agent Robotic System with Multimodal Large Language Models for Assistive Intelligence cites this paper.

MARS: Multi-Agent Robotic System with Multimodal Large Language Models for Assistive Intelligence Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:10:34.253654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f99483ac-4145-48d8-81c4-5621eb0c1358 · inbound

From Representational Complementarity to Dual Systems: Synergizing VLM and Vision-Only Backbones for End-to-End Driving cites this paper.

From Representational Complementarity to Dual Systems: Synergizing VLM and Vision-Only Backbones for End-to-End Driving Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T06:07:10.218338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d31ac2c-77cc-4512-a873-6f6708c11b0a · inbound

DriveVer: Lightweight Trajectory Evaluator as Test-Time Verifier for Autonomous Driving cites this paper.

DriveVer: Lightweight Trajectory Evaluator as Test-Time Verifier for Autonomous Driving Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:07:04.031838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d78af9dc-a587-4a64-bcd0-dea31c0459a2 · inbound

Antigen-specific Antibody Multi-modal Foundation Model for Functional Antibody Design cites this paper.

Antigen-specific Antibody Multi-modal Foundation Model for Functional Antibody Design Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-01T10:59:19.107920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3c32119-3bfd-43a3-a976-fbabd962e99f · inbound

Reasoning to Regulate: Chain-of-Thought for Traffic Rule Understanding cites this paper.

Reasoning to Regulate: Chain-of-Thought for Traffic Rule Understanding Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T21:13:06.877301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.