Paper Citation Record · LEDGER

Dynamic Parallel Tree Search for Efficient LLM Reasoning

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2502.16235.

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

pith.paper-citation-record.v1
2502.16235 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 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 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:02:42.874924Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T05:51:08.774325Z

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 e96b94be-0872-4c52-a41d-7a78f2c7d0dc · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 157

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:42.129488Z

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 0de01068-95e7-4745-902d-860a88ca2a81 · inbound

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models cites this paper.

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:29:57.530571Z

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 67516683-57f7-449e-9b19-ab6c8baba553 · inbound

Generative AI Act II: Test Time Scaling Drives Cognition Engineering cites this paper.

Generative AI Act II: Test Time Scaling Drives Cognition Engineering Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-16T12:02:42.874924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eef2f8d-8868-4796-b00b-0a76d99d611e · inbound

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training cites this paper.

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:06.251549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4e7169c-3d25-432a-8431-d7534ce344cd · inbound

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning cites this paper.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:28.703076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77cf157-2608-437d-b359-00e3add75c2f · inbound

Can Past Experience Accelerate LLM Reasoning? cites this paper.

Can Past Experience Accelerate LLM Reasoning? Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T13:53:55.776430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8836c54a-ce19-4ed0-99dd-33f3f64ef00b · inbound

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models cites this paper.

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:26:28.407702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad293dbc-b6e4-4eeb-b56f-d774d25b3502 · inbound

AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control cites this paper.

AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T23:00:45.915401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87e5a839-404a-4717-90ad-3c27acf4f4e0 · inbound

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs cites this paper.

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:43:10.273660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a301fece-92c4-454e-8911-5820cb675e10 · inbound

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs cites this paper.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.278345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf547cc7-471a-431c-a0fa-dd6c01112d2b · inbound

Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models cites this paper.

Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:37:24.874870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe04b8f6-826f-4da9-8c1b-731f3803f7ce · inbound

Not All Errors Are Created Equal: ASCoT Addresses Late-Stage Fragility in Efficient LLM Reasoning cites this paper.

Not All Errors Are Created Equal: ASCoT Addresses Late-Stage Fragility in Efficient LLM Reasoning Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T23:32:55.001261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb9c8398-343c-4579-a2fd-633e3188cf9f · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 131

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:06:09.391667Z

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 c49bdb0d-81f4-447a-89c5-7033e0d8c3ed · inbound

ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning cites this paper.

ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-22T05:51:08.777955Z

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.