Paper Citation Record · LEDGER

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training

As of 8 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2602.02518.

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

pith.paper-citation-record.v1
2602.02518 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T08:24:26.532109Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 056ddb1d-bf27-4a1d-bce7-71ef6028ad08 · outbound

This paper cites Do NOT include any other text in <graph>.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training Do NOT include any other text in <graph>

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.522055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0186252-8fa9-41ee-a8c2-bf5f27b3e7d2 · outbound

This paper cites an unresolved cited work.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.525240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c2bf5e-3d15-436b-a256-fd5fb8f22aa6 · outbound

This paper cites InICLR’25.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training InICLR’25

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.502163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40b82a59-02b9-4cb9-87a0-d0990129e54a · outbound

This paper cites Rafael Rafailov, Archit Sharma, Eric Mitchell, Christo- pher D Manning, Stefano Ermon, and Chelsea Finn.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training Rafael Rafailov, Archit Sharma, Eric Mitchell, Christo- pher D Manning, Stefano Ermon, and Chelsea Finn

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.504967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1893818-599d-423e-b047-8246795f20d8 · outbound

This paper cites InNeurIPS’23.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training InNeurIPS’23

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.508129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d686b4bc-f589-4b32-aa94-c34b8c70ffb2 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.511109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20f810ae-a3d5-42fe-90c5-b9221d803314 · outbound

This paper cites Qwen3 Technical Report.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training Qwen3 Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.514476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13fda210-c80a-4f0c-ab8f-05376186438d · outbound

This paper cites Do NOT put a graph call inside <think>, and do NOT put thoughts inside <graph>.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training Do NOT put a graph call inside <think>, and do NOT put thoughts inside <graph>

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.528897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 485af06a-ddae-4ed8-987f-ade6685be433 · outbound

This paper cites an unresolved cited work.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.532109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3f63bd0-bc51-485f-9b6e-261566b018b2 · outbound

This paper cites Train Long, Think Short: Curriculum Learning for Efficient Reasoning.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training Train Long, Think Short: Curriculum Learning for Efficient Reasoning

Reference 2005

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.498526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05fb83ea-75ab-4695-ad96-d49a70b2f17c · outbound

This paper cites SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.494672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edcbefeb-19cd-4337-ae5f-5f5d1309e1e4 · outbound

This paper cites Qwen2.5 Technical Report.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training Qwen2.5 Technical Report

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-03T08:24:26.518360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6ef24ef-e473-4016-ae0c-7191b15a62fa · outbound

This paper cites arXiv preprint arXiv:2505.00949.

GraphDancer: Training LLMs to Explore and Reason over Graphs via Two-Stage Curriculum Post-Training arXiv preprint arXiv:2505.00949

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T08:24:26.490868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.