Paper Citation Record · LEDGER

Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2404.02183.

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

pith.paper-citation-record.v1
2404.02183 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:55:59.059489Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T14:05:46.762743Z

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 70eebffb-c940-4924-8a27-f5c9221943fb · inbound

CodePori: Large-Scale System for Autonomous Software Development Using Multi-Agent Technology cites this paper.

CodePori: Large-Scale System for Autonomous Software Development Using Multi-Agent Technology Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-24T03:58:51.292013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7356e386-002f-4c88-966a-511d793bbe6c · inbound

A Survey on Large Language Models for Code Generation cites this paper.

A Survey on Large Language Models for Code Generation Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 113

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:18:06.593501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4f399745-2c2c-4865-8ca4-b7c21476f0d7 · inbound

Large Language Model-Based Agents for Software Engineering: A Survey cites this paper.

Large Language Model-Based Agents for Software Engineering: A Survey Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-05-17T12:35:48.398428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c54c12c8-1a3e-4290-8b57-7c5b1bc83f1b · inbound

AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions cites this paper.

AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T11:41:01.423183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00576258-7a50-47e2-ba6f-26c985291bd9 · inbound

Repository Structure-Aware Training Makes SLMs Better Issue Resolver cites this paper.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.988263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be1f80a8-e7c0-4b65-a9b2-7a31db90424e · inbound

Multi-Agent Collaboration Mechanisms: A Survey of LLMs cites this paper.

Multi-Agent Collaboration Mechanisms: A Survey of LLMs Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-13T15:54:54.258507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a0096516-02f4-4018-a6a0-a44f531b6a52 · inbound

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers cites this paper.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.059489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59f27a73-a0a0-4894-93ae-1a4700f0bc6a · inbound

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI cites this paper.

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:42.743928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff359609-3863-47f7-9fbd-646c9822bdd7 · inbound

Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems cites this paper.

Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:43.265353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34de830-fbe5-49ec-afda-4db6ebec76db · inbound

Adaptive Graph Pruning for Multi-Agent Communication cites this paper.

Adaptive Graph Pruning for Multi-Agent Communication Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:43.770907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c6a1a9d-baff-4b6c-90ee-1f66fe0d349d · inbound

MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning cites this paper.

MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:15:46.236177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 787912dc-0dc1-4e33-a67e-312325b772df · inbound

Exploring the Challenges and Opportunities of AI-assisted Codebase Generation cites this paper.

Exploring the Challenges and Opportunities of AI-assisted Codebase Generation Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T21:48:02.119286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd2d90d7-d143-4ef5-8721-2d72bce3108e · inbound

Training-Free Multimodal Large Language Model Orchestration cites this paper.

Training-Free Multimodal Large Language Model Orchestration Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:12:54.142285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bef2deaa-0b97-4bce-a1eb-25d0dbf25e06 · inbound

Training-Free Multimodal Large Language Model Orchestration cites this paper.

Training-Free Multimodal Large Language Model Orchestration Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:05:30.683726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c8e7afa0-a9d1-47cf-8413-2b23d96ecb9c · inbound

Combating the Memory Walls: Optimization Pathways for Long-Context Agentic LLM Inference cites this paper.

Combating the Memory Walls: Optimization Pathways for Long-Context Agentic LLM Inference Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:51:42.138155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7ff7efff-4d83-4201-8a24-ee3c0fbfdfc4 · inbound

Efficient Code Analysis via Graph Representation Learning-Guided Large Language Models cites this paper.

Efficient Code Analysis via Graph Representation Learning-Guided Large Language Models Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T09:44:51.214323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b85b26-04eb-4602-817a-a8a7dd84f98f · 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 Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:23.565327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a08bfdd-945b-4a66-a52a-ad2481bcfa29 · inbound

Sustainable Code Generation Using Large Language Models: A Systematic Literature Review cites this paper.

Sustainable Code Generation Using Large Language Models: A Systematic Literature Review Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:50:16.536936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 562bb123-d3d3-493d-86e2-50e26fb85973 · inbound

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows cites this paper.

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:57:22.504292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 78f57ea0-f88a-49aa-8d32-05f2026cd680 · inbound

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows cites this paper.

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:05:46.764199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 07813d00-48ba-4dde-b25b-ef5740336090 · inbound

Learning Transferable Topology Priors for Multi-Agent LLM Collaboration Across Domains cites this paper.

Learning Transferable Topology Priors for Multi-Agent LLM Collaboration Across Domains Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:38:19.052155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9919f654-93e6-4bdb-80e7-466d27ad60b3 · inbound

Code as Agent Harness cites this paper.

Code as Agent Harness Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 215

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:58:14.253953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 61c4ae58-9e9b-4c0a-af80-08e55f3892c0 · inbound

Conflict-Resilient Multi-Agent Reasoning via Signed Graph Modeling cites this paper.

Conflict-Resilient Multi-Agent Reasoning via Signed Graph Modeling Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:48:04.399546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a30e1368-76f5-4fb7-8029-8f9655bdf79c · inbound

AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration cites this paper.

AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T07:38:10.244312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49accfcd-42a9-4fd3-b13a-20e0ff164160 · inbound

ForestBench: A Unified Graph Framework for Evaluating Multi-Agent Collaboration cites this paper.

ForestBench: A Unified Graph Framework for Evaluating Multi-Agent Collaboration Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:35:56.292852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.