Paper Citation Record · LEDGER

Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2504.00294.

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

pith.paper-citation-record.v1
2504.00294 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 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 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:44:05.596423Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T09:05:37.594479Z

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 e60929cc-a1c4-4cb2-9cb5-0166b42a45dd · 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 Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:41.125281Z

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 59c63ade-c704-4bfb-a7bb-4bcd342082f9 · inbound

Phi-4-reasoning Technical Report cites this paper.

Phi-4-reasoning Technical Report Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:40:25.879473Z

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 4f6a5ca4-6918-4e49-ae1c-16b78e05becd · inbound

CEC-Zero: Chinese Error Correction Solution Based on LLM cites this paper.

CEC-Zero: Chinese Error Correction Solution Based on LLM Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T21:44:05.596423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c6de31e-a8f3-4ce4-926e-6cf4c6017b51 · inbound

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning cites this paper.

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T15:58:33.334626Z

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 705c6ae9-44b7-4e00-b155-e205bfc9b69e · 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 Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:25.983954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3efa8456-6b54-4f43-a834-6df34c35e6b3 · inbound

Rethinking Test-Time Scaling for Medical AI: Model and Task-Aware Strategies for LLMs and VLMs cites this paper.

Rethinking Test-Time Scaling for Medical AI: Model and Task-Aware Strategies for LLMs and VLMs Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:55.845303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f27b7b71-50ab-4789-8a12-7a4ddbbe564b · inbound

ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling cites this paper.

ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-18T06:30:59.508056Z

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 90f66a3a-41a9-4444-851d-c62eeaa674fa · inbound

NEURA: A Unified and Retargetable Compilation Framework for Coarse-Grained Reconfigurable Architectures cites this paper.

NEURA: A Unified and Retargetable Compilation Framework for Coarse-Grained Reconfigurable Architectures Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T10:38:11.981408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ada3fbb8-0f02-460b-8e0c-ae8f06f07286 · inbound

Physical Foundation Models: Fixed hardware implementations of large-scale neural networks cites this paper.

Physical Foundation Models: Fixed hardware implementations of large-scale neural networks Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:26:28.447331Z

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 7b5e2fe3-233c-4983-aa81-969f2ff30301 · inbound

Joint Consistency: A Unified Test-Time Aggregation Framework via Energy Minimization cites this paper.

Joint Consistency: A Unified Test-Time Aggregation Framework via Energy Minimization Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:11:10.015915Z

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 c16fda0c-a0eb-407e-8e09-eb25450dc981 · inbound

Weighted Rules under the Stable Model Semantics cites this paper.

Weighted Rules under the Stable Model Semantics Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 60

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T07:11:25.929029Z

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 f2428ee3-4692-4e36-92b7-ad0f6831a765 · inbound

Fork-Think with Confidence cites this paper.

Fork-Think with Confidence Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:05:37.597578Z

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 5b23901b-0d37-4ce5-af49-14d651334862 · inbound

Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models cites this paper.

Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T11:20:17.717723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c007a37b-8a9d-495f-93ee-b1d405ec32bd · inbound

Accurate structural modeling of chemically diverse molecular interfaces with Vilya-2 cites this paper.

Accurate structural modeling of chemically diverse molecular interfaces with Vilya-2 Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T03:21:03.214288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 701967b6-492d-439c-ac8e-da7f1a895a98 · inbound

ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling cites this paper.

ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Reference 174

Resolution: unresolved; no resolver link, observed 2026-08-12T14:10:45.743750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.