Paper Citation Record · LEDGER

TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2310.06753.

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

pith.paper-citation-record.v1
2310.06753 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:02:25.859326Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T09:05:36.939108Z

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 9fc27c03-403e-49cd-a912-d3aba3a18262 · inbound

TopoSD: Topology-Enhanced Lane Segment Perception with SDMap Prior cites this paper.

TopoSD: Topology-Enhanced Lane Segment Perception with SDMap Prior TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T15:01:17.498333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f4b5133-2119-48f2-81da-800298dadc48 · inbound

Monocular Lane Detection Based on Deep Learning: A Survey cites this paper.

Monocular Lane Detection Based on Deep Learning: A Survey TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 156

Resolution: unresolved; no resolver link, observed 2026-08-12T13:18:36.620963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 140b48f3-2849-42a3-a083-89ca3d3c63ae · inbound

Enhancing Lane Segment Perception and Topology Reasoning with Crowdsourcing Trajectory Priors cites this paper.

Enhancing Lane Segment Perception and Topology Reasoning with Crowdsourcing Trajectory Priors TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T12:30:34.556078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0d7661d-b03e-4481-9c33-5bd259e81f85 · inbound

ImagineMap: Enhanced HD Map Construction with SD Maps cites this paper.

ImagineMap: Enhanced HD Map Construction with SD Maps TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T06:00:53.674742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f62c86e6-2a9a-4be5-9f1e-e6ab3fb24520 · inbound

Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning cites this paper.

Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T23:07:35.591594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ec0538-9d61-48ab-9c4b-8530e5c0ed0c · inbound

Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes cites this paper.

Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:02:25.859326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 715169d9-2ee7-45ec-90c1-7097e34c317c · inbound

Reusing Attention for One-stage Lane Topology Understanding cites this paper.

Reusing Attention for One-stage Lane Topology Understanding TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T14:49:47.379748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd925f4b-3907-4489-b5e0-2e0993777d20 · inbound

TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations cites this paper.

TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:41:15.930732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 620355ee-e4a4-44b1-9f63-48dd21d2f1c3 · inbound

TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations cites this paper.

TopoHR: Hierarchical Centerline Representation for Cyclic Topology Reasoning in Driving Scenes with Point-to-Instance Relations TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:05:36.941511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c51a035f-1004-420f-9ff4-b19b3f43aefa · inbound

Unified Map Prior Encoder for Mapping and Planning cites this paper.

Unified Map Prior Encoder for Mapping and Planning TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:40:40.108261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 97ee2470-6a11-424e-992a-652a14fb9fb5 · 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 TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:06:15.472930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 917eff9b-5a41-436b-a085-6b4bfdc2a607 · inbound

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

Reasoning to Regulate: Chain-of-Thought for Traffic Rule Understanding TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T21:13:06.581568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.