Paper Citation Record · LEDGER

Efficient Inference for Large Reasoning Models: A Survey

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2503.23077.

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

pith.paper-citation-record.v1
2503.23077 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 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 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:15:06.776629Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
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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 d503717f-c057-4032-bd8e-ebc1324605e7 · inbound

Get Experience from Practice: LLM Agents with Record & Replay cites this paper.

Get Experience from Practice: LLM Agents with Record & Replay Efficient Inference for Large Reasoning Models: A Survey

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T14:44:26.481418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b4d024-ced4-4d95-a4cb-48ee2499edb4 · inbound

The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework cites this paper.

The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework Efficient Inference for Large Reasoning Models: A Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:08.786708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31beb35d-970e-431e-a578-ea620822b7e4 · inbound

Route to Reason: Adaptive Routing for LLM and Reasoning Strategy Selection cites this paper.

Route to Reason: Adaptive Routing for LLM and Reasoning Strategy Selection Efficient Inference for Large Reasoning Models: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:54.302236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c03c36a2-7818-47bc-9124-33934af2f74a · inbound

PixelThink: Towards Efficient Chain-of-Pixel Reasoning cites this paper.

PixelThink: Towards Efficient Chain-of-Pixel Reasoning Efficient Inference for Large Reasoning Models: A Survey

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T12:45:46.479922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92436c6d-4843-4ee7-bd4e-94f520a26559 · inbound

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up cites this paper.

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Efficient Inference for Large Reasoning Models: A Survey

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.772127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 165cd0f0-ee77-4662-8d89-b2ee17be86e4 · inbound

RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs cites this paper.

RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs Efficient Inference for Large Reasoning Models: A Survey

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:21:51.911641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7566a28-5529-4dda-9bc9-adfc7da50aae · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Efficient Inference for Large Reasoning Models: A Survey

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:17.361437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fc103cc-f07c-42e5-b779-012f071af935 · 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 Efficient Inference for Large Reasoning Models: A Survey

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T23:32:55.083085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fecd839a-b586-471c-8f58-45d1a3d0d9b4 · inbound

Pruning Long Chain-of-Thought of Large Reasoning Models via Small-Scale Preference Optimization cites this paper.

Pruning Long Chain-of-Thought of Large Reasoning Models via Small-Scale Preference Optimization Efficient Inference for Large Reasoning Models: A Survey

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:31:53.182304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b909ed04-3fa4-4a6d-a9fd-a0a41839ceb3 · inbound

Explicit Reasoning Makes Better Judges: A Systematic Study on Accuracy, Efficiency, and Robustness cites this paper.

Explicit Reasoning Makes Better Judges: A Systematic Study on Accuracy, Efficiency, and Robustness Efficient Inference for Large Reasoning Models: A Survey

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:31:41.478800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3437cd07-cf26-4b6c-976b-7db28d23c681 · inbound

DeepPrune: Parallel Scaling without Inter-trace Redundancy cites this paper.

DeepPrune: Parallel Scaling without Inter-trace Redundancy Efficient Inference for Large Reasoning Models: A Survey

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T08:41:08.696329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b7ade2e6-8904-469c-bad7-9bc837897fa4 · inbound

Thinking Past the Answer: Evaluating Harmful Overthinking in Large Reasoning Models cites this paper.

Thinking Past the Answer: Evaluating Harmful Overthinking in Large Reasoning Models Efficient Inference for Large Reasoning Models: A Survey

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:36:22.550159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d59996b-6af1-44c7-ba27-07d414e93030 · inbound

Not All Errors Are Equal: Consequence-Aware Reasoning Compute Allocation cites this paper.

Not All Errors Are Equal: Consequence-Aware Reasoning Compute Allocation Efficient Inference for Large Reasoning Models: A Survey

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T06:41:42.781743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 20f3771c-12f7-444e-9d85-f0495e9480a4 · inbound

CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models cites this paper.

CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models Efficient Inference for Large Reasoning Models: A Survey

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:26:58.113130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be6cc654-4de2-4505-a25e-2e9b2ef1d24a · inbound

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation cites this paper.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Efficient Inference for Large Reasoning Models: A Survey

Reference 114

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:38.367538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b5b12b-36e8-4b0b-ab69-02ab238a07b0 · inbound

Workload-Aware Caching for Multi-Agent Systems cites this paper.

Workload-Aware Caching for Multi-Agent Systems Efficient Inference for Large Reasoning Models: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T11:22:56.753787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 818724fc-d9db-4a41-8164-b3abfd891ac1 · inbound

Hyper-ES: Effective Evolution Strategies for LLM Reasoning via Descent Direction Merging cites this paper.

Hyper-ES: Effective Evolution Strategies for LLM Reasoning via Descent Direction Merging Efficient Inference for Large Reasoning Models: A Survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:06.776629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.