Paper Citation Record · LEDGER

A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2412.17481.

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

pith.paper-citation-record.v1
2412.17481 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:35:21.215729Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:59:45.547679Z

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 e49d1733-77de-472d-ad7b-841f00c876f2 · inbound

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases cites this paper.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T23:35:21.215729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8d254e-e49e-4612-abf3-cb519e87fe46 · inbound

SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models cites this paper.

SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T22:55:09.204377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ddb252-8632-4654-85b0-e78f4d88aaa5 · inbound

Tractable Asymmetric Verification for Large Language Models via Deterministic Replicability cites this paper.

Tractable Asymmetric Verification for Large Language Models via Deterministic Replicability A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T17:10:42.727975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29b47cb-dae2-49f1-8222-c328eafbe737 · inbound

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs cites this paper.

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:54.610581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 507fcadb-2bf2-49b6-9f39-bb2161bd62fb · inbound

Chinese Short-Form Creative Content Generation via Explanation-Oriented Multi-Objective Optimization cites this paper.

Chinese Short-Form Creative Content Generation via Explanation-Oriented Multi-Objective Optimization A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:52:06.083549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40f5af50-3d56-46fc-a0c4-041974f074a4 · inbound

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems cites this paper.

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.176810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2de7cc10-b930-44a5-8122-191a82f5ceac · inbound

Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces cites this paper.

Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:15:37.844604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ebae214d-fa6a-429f-9a0d-cb0ea4f218d0 · inbound

ScioMind: Cognitively Grounded Multi-Agent Social Simulation with Anchoring-Based Belief Dynamics and Dynamic Profiles cites this paper.

ScioMind: Cognitively Grounded Multi-Agent Social Simulation with Anchoring-Based Belief Dynamics and Dynamic Profiles A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-14T18:19:23.709818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9d32fd3b-3c01-456c-9445-c3a7741540b3 · inbound

Multi-Agentic Approach for History Matching of Oil Reservoirs cites this paper.

Multi-Agentic Approach for History Matching of Oil Reservoirs A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:03:56.639165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3299cda7-8c84-4d25-991a-56288bd0d7a3 · inbound

Agent Manufacturing: Foundation-Model Agents as First-Class Industrial Entities cites this paper.

Agent Manufacturing: Foundation-Model Agents as First-Class Industrial Entities A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T12:04:39.176802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 43bda1da-7110-4aec-bb02-1a36f7441b07 · inbound

Multi-Agent Systems are Mixtures of Experts: Who Becomes an Influencer? cites this paper.

Multi-Agent Systems are Mixtures of Experts: Who Becomes an Influencer? A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T19:33:54.203996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0ac89f72-6d2f-4d0a-92b2-141860c250c7 · inbound

MOC: Multi-Order Communication in LLM-based Multi-Agent Systems cites this paper.

MOC: Multi-Order Communication in LLM-based Multi-Agent Systems A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 62

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:16:24.464656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a164d33f-1293-4709-beab-6f8fadc9e16a · inbound

Toward Human-Centered Multi-Agent Systems: Integrating Cognition, Culture, Values, and Cooperation in AI Agents cites this paper.

Toward Human-Centered Multi-Agent Systems: Integrating Cognition, Culture, Values, and Cooperation in AI Agents A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:37:25.779047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 564375f9-f017-4ed9-aa2d-0a0a92f636ea · inbound

MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems? cites this paper.

MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems? A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-04T09:59:45.549084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e86d83a1-7532-48a1-a4a8-b3cb283ad33f · inbound

Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration cites this paper.

Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:24:22.558321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77e292be-0bb4-47c4-bd53-51e0eca28384 · inbound

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective cites this paper.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:04.818891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24d5894c-4b06-45e7-b850-abb72932e243 · inbound

Agentic Re-Casting using Agentic Re-Simulations cites this paper.

Agentic Re-Casting using Agentic Re-Simulations A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-01T04:29:04.314996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd4eaee4-805a-47ef-92a1-71a8271150fd · inbound

Asking Questions the Right Way: A Multi-Agent Conversational System for Prompt Formulation in Complex Task Resolution cites this paper.

Asking Questions the Right Way: A Multi-Agent Conversational System for Prompt Formulation in Complex Task Resolution A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:20:35.517079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9abdb2de-e32c-4c54-9f59-bc8d8da8c311 · inbound

Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions cites this paper.

Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:09.152630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.