Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Graph-based Topology Reasoning for Driving Scenes
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2304.05277.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:07:35.531926Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T09:55:40.191791Z
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 04cbf320-a229-459c-b15e-eebfd49c444a · inbound
Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning cites this paper.
Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning Graph-based Topology Reasoning for Driving Scenes
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:07:35.531926Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 114d887f-72be-481e-b87a-ebe82ed2856e · inbound
Coherent Online Road Topology Estimation and Reasoning with Standard-Definition Maps cites this paper.
Coherent Online Road Topology Estimation and Reasoning with Standard-Definition Maps Graph-based Topology Reasoning for Driving Scenes
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:57:38.021948Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a33d1a65-cbda-4292-ba67-bb1fb705887d · inbound
Reusing Attention for One-stage Lane Topology Understanding cites this paper.
Reusing Attention for One-stage Lane Topology Understanding Graph-based Topology Reasoning for Driving Scenes
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:49:47.356332Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04d66776-7fa2-4609-867d-8abdecb302bc · inbound
TaCarla: A comprehensive benchmarking dataset for end-to-end autonomous driving cites this paper.
TaCarla: A comprehensive benchmarking dataset for end-to-end autonomous driving Graph-based Topology Reasoning for Driving Scenes
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T20:21:29.820575Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4f15823-6e72-4c67-b5dd-d8baa82f773c · inbound
TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding cites this paper.
TopoMaskV3: 3D Mask Head with Dense Offset and Height Predictions for Road Topology Understanding Graph-based Topology Reasoning for Driving Scenes
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T18:06:25.315358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90d24a62-8a47-4499-9ca5-7e18b26adb39 · inbound
Unified Map Prior Encoder for Mapping and Planning cites this paper.
Unified Map Prior Encoder for Mapping and Planning Graph-based Topology Reasoning for Driving Scenes
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T06:40:40.066473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 308420d2-d976-4ed5-9a40-2efd08dfd035 · inbound
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning cites this paper.
Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning Graph-based Topology Reasoning for Driving Scenes
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T02:06:15.464338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3610469d-6d27-455f-9196-b6a96c16b5ba · inbound
Bridging Structure and Language: Graph-Based Visual Reasoning for Autonomous Road Understanding cites this paper.
Bridging Structure and Language: Graph-Based Visual Reasoning for Autonomous Road Understanding Graph-based Topology Reasoning for Driving Scenes
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.761388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a7f27480-808e-4a75-b83d-859311f07be1 · inbound
Generative Lane Topology Reasoning via Autoregressive Model with Geometry Prior cites this paper.
Generative Lane Topology Reasoning via Autoregressive Model with Geometry Prior Graph-based Topology Reasoning for Driving Scenes
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T09:55:40.193278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d8a408c0-aa55-449d-af8f-cecdf7f061c1 · inbound
WASABI: Whole-graph Assignment-based Stabilizer for lAne topology By Inter-frame tracking cites this paper.
WASABI: Whole-graph Assignment-based Stabilizer for lAne topology By Inter-frame tracking Graph-based Topology Reasoning for Driving Scenes
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T11:47:49.935637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.