Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Scaling Large Language Model-based Multi-Agent Collaboration
As of 24 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 58 inbound Pith citation observations for arXiv:2406.07155.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T01:04:43.345621Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T20:57:34.565736Z
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 4e063a83-07e5-4631-811a-103139784ec3 · inbound
Automated Design of Agentic Systems cites this paper.
Automated Design of Agentic Systems Scaling Large Language Model-based Multi-Agent Collaboration
Reference 195
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T08:07:54.903860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f6f98495-7fab-4ca6-be00-5ff63308038d · inbound
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents cites this paper.
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Scaling Large Language Model-based Multi-Agent Collaboration
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T22:18:29.703838Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c7af22b-28b8-43c7-9260-a9c1424d6b41 · inbound
LLMs Can Simulate Standardized Patients via Agent Coevolution cites this paper.
LLMs Can Simulate Standardized Patients via Agent Coevolution Scaling Large Language Model-based Multi-Agent Collaboration
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:44:21.520154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d058dc3-56d3-4762-86aa-a321f520d7f9 · inbound
SYMPHONY: Improving Memory Management for LLM Inference Workloads cites this paper.
SYMPHONY: Improving Memory Management for LLM Inference Workloads Scaling Large Language Model-based Multi-Agent Collaboration
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T10:39:11.645750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08743a7f-314e-49d4-b35d-8b88142b1714 · inbound
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application cites this paper.
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application Scaling Large Language Model-based Multi-Agent Collaboration
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T05:29:24.555898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc82050f-3e62-4cc6-bd5c-2a17351cecc1 · inbound
Flow: Modularized Agentic Workflow Automation cites this paper.
Flow: Modularized Agentic Workflow Automation Scaling Large Language Model-based Multi-Agent Collaboration
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:37:40.413897Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64b9bffb-2e44-4a29-9ca4-685fe772b8e2 · inbound
OMoE: Diversifying Mixture of Low-Rank Adaptation by Orthogonal Finetuning cites this paper.
OMoE: Diversifying Mixture of Low-Rank Adaptation by Orthogonal Finetuning Scaling Large Language Model-based Multi-Agent Collaboration
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:29:51.398532Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a6f0698-3e75-4ef9-aa55-778ed35eb873 · inbound
Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity cites this paper.
Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity Scaling Large Language Model-based Multi-Agent Collaboration
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:44:11.285875Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 397b354b-bcfc-42e0-a65e-f567584cbd13 · inbound
Enhancing LLM Code Generation: A Systematic Evaluation of Multi-Agent Collaboration and Runtime Debugging for Improved Accuracy, Reliability, and Latency cites this paper.
Enhancing LLM Code Generation: A Systematic Evaluation of Multi-Agent Collaboration and Runtime Debugging for Improved Accuracy, Reliability, and Latency Scaling Large Language Model-based Multi-Agent Collaboration
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T01:04:43.345621Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02dd799e-f40b-42c7-98ec-665ffb35562b · inbound
MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming cites this paper.
MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming Scaling Large Language Model-based Multi-Agent Collaboration
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:00:08.460220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30b3bc0a-0d7c-4f1e-beb5-e3336b167087 · inbound
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring cites this paper.
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring Scaling Large Language Model-based Multi-Agent Collaboration
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:35:45.609031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46d18bc3-19de-430f-8fe0-6b452a4a6a73 · inbound
Adaptive Graph Pruning for Multi-Agent Communication cites this paper.
Adaptive Graph Pruning for Multi-Agent Communication Scaling Large Language Model-based Multi-Agent Collaboration
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:18:44.814064Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38a7c79d-27cb-40b8-ac05-01c48e7ba905 · inbound
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems cites this paper.
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems Scaling Large Language Model-based Multi-Agent Collaboration
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:39:58.926732Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8ec7dad-02f7-4f58-b7b4-e443619600e0 · inbound
A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search cites this paper.
A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search Scaling Large Language Model-based Multi-Agent Collaboration
Reference 195
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:07:40.309901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da5974b3-9768-4fee-8861-ab9ed33e2b0b · inbound
Rethinking the Illusion of Thinking cites this paper.
Rethinking the Illusion of Thinking Scaling Large Language Model-based Multi-Agent Collaboration
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:03:40.135848Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35cf925a-c8d6-4eaa-9137-6e478b0d1268 · inbound
AgentsNet: Coordination and Collaborative Reasoning in Multi-Agent LLMs cites this paper.
AgentsNet: Coordination and Collaborative Reasoning in Multi-Agent LLMs Scaling Large Language Model-based Multi-Agent Collaboration
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:18:06.578810Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7adc9e1-e33e-4b3b-9b9e-24354440d12d · inbound
Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review cites this paper.
Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Scaling Large Language Model-based Multi-Agent Collaboration
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:48:36.258671Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb057ef9-2cdc-41d5-91f1-af1b4c0088f1 · inbound
A Framework for Analyzing Abnormal Emergence in Service Ecosystems Through LLM-based Agent Intention Mining cites this paper.
A Framework for Analyzing Abnormal Emergence in Service Ecosystems Through LLM-based Agent Intention Mining Scaling Large Language Model-based Multi-Agent Collaboration
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:28:35.942566Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51818bca-391b-4fb8-bed8-0a132205ad25 · inbound
How Far Are AI Scientists from Changing the World? cites this paper.
How Far Are AI Scientists from Changing the World? Scaling Large Language Model-based Multi-Agent Collaboration
Reference 134
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:55:14.966836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07bd700f-342d-47c1-87d1-8e3f97cbcf41 · inbound
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution cites this paper.
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution Scaling Large Language Model-based Multi-Agent Collaboration
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:55:23.844439Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47eac6f5-16c5-41df-89b7-5e4f098dc95b · inbound
An Auditable Agent Platform For Automated Molecular Optimisation cites this paper.
An Auditable Agent Platform For Automated Molecular Optimisation Scaling Large Language Model-based Multi-Agent Collaboration
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:32:30.338018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06be6b13-7064-4031-a3d4-bdeaa78d4599 · inbound
BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web cites this paper.
BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web Scaling Large Language Model-based Multi-Agent Collaboration
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:55:33.644816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27e484de-8dc5-496e-b916-491477266802 · inbound
Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models cites this paper.
Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models Scaling Large Language Model-based Multi-Agent Collaboration
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T20:40:35.663788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c49e4416-ce9b-4b07-b645-740a053da911 · inbound
SIGMA: Search-Augmented On-Demand Knowledge Integration for Agentic Mathematical Reasoning cites this paper.
SIGMA: Search-Augmented On-Demand Knowledge Integration for Agentic Mathematical Reasoning Scaling Large Language Model-based Multi-Agent Collaboration
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:57:15.395204Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fed071f6-22fb-4622-b053-12152a4ac549 · inbound
Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration cites this paper.
Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Scaling Large Language Model-based Multi-Agent Collaboration
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T00:16:18.617958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5564d55-916c-4334-a9ff-7bea1cefe3f7 · inbound
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory Scaling Large Language Model-based Multi-Agent Collaboration
Reference 59
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-14T23:13:16.186511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a3721442-972d-4a4a-8ec4-94e8bfb6be61 · inbound
SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams cites this paper.
SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams Scaling Large Language Model-based Multi-Agent Collaboration
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T10:39:49.856835Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19c19a19-f081-4ce8-b363-75da2db9b538 · inbound
Toward Efficient Agents: Memory, Tool learning, and Planning cites this paper.
Toward Efficient Agents: Memory, Tool learning, and Planning Scaling Large Language Model-based Multi-Agent Collaboration
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T09:21:40.335251Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2233a5d5-cfed-4c81-bc4a-150520ad661c · inbound
Transition from Statistical to Hardware-Limited Scaling in Photonic Quantum State Reconstruction cites this paper.
Transition from Statistical to Hardware-Limited Scaling in Photonic Quantum State Reconstruction Scaling Large Language Model-based Multi-Agent Collaboration
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T22:25:15.261445Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fd790ff-6fc4-4259-9496-b4f5d2729899 · inbound
Effective Strategies for Asynchronous Software Engineering Agents cites this paper.
Effective Strategies for Asynchronous Software Engineering Agents Scaling Large Language Model-based Multi-Agent Collaboration
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T20:49:09.477849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c55c5576-8e52-4780-86ef-a811c5d96185 · inbound
Holos: A Web-Scale LLM-Based Multi-Agent System for the Agentic Web cites this paper.
Holos: A Web-Scale LLM-Based Multi-Agent System for the Agentic Web Scaling Large Language Model-based Multi-Agent Collaboration
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T13:20:57.944846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f60681d0-3353-46c5-8345-00e23a5892ca · inbound
Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems cites this paper.
Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems Scaling Large Language Model-based Multi-Agent Collaboration
Reference 51
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T19:13:09.680226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7235fedb-02ae-4a49-94e5-11bd176e646d · inbound
Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems cites this paper.
Scaling Teams or Scaling Time? Memory Enabled Lifelong Learning in LLM Multi-Agent Systems Scaling Large Language Model-based Multi-Agent Collaboration
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T22:43:12.041790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6573d4d2-0203-49f2-8b72-c589dfdca1cf · inbound
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems cites this paper.
WebMAC: A Multi-Agent Collaborative Framework for Scenario Testing of Web Systems Scaling Large Language Model-based Multi-Agent Collaboration
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T13:45:28.433460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fc8291d5-b970-45bf-9cbd-295be8b71da0 · inbound
SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology cites this paper.
SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology Scaling Large Language Model-based Multi-Agent Collaboration
Reference 34
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T05:25:55.043016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f522d69b-d639-4c71-93c3-b10a566da070 · inbound
Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures cites this paper.
Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures Scaling Large Language Model-based Multi-Agent Collaboration
Reference 117
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T11:51:03.946358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f9629207-420d-46d4-873e-ed414636b977 · inbound
Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Long-Horizon Workflows cites this paper.
Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Long-Horizon Workflows Scaling Large Language Model-based Multi-Agent Collaboration
Reference 23
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T07:06:52.847724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5acabaf1-d28f-4917-b30f-13ace2f06254 · inbound
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction cites this paper.
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction Scaling Large Language Model-based Multi-Agent Collaboration
Reference 16
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T09:46:25.942136Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 20f03ba7-0e7b-4343-968a-8ed481e7940a · inbound
From Static Analysis to Audience Dissemination: A Training-Free Multimodal Controversy Detection Multi-Agent Framework cites this paper.
From Static Analysis to Audience Dissemination: A Training-Free Multimodal Controversy Detection Multi-Agent Framework Scaling Large Language Model-based Multi-Agent Collaboration
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T15:16:06.885693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e6b02058-fe45-408f-aed5-b6325655bfe5 · inbound
Robust Multi-Agent LLMs under Byzantine Faults cites this paper.
Robust Multi-Agent LLMs under Byzantine Faults Scaling Large Language Model-based Multi-Agent Collaboration
Reference 29
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T07:42:07.162864Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f4c9072a-8d9f-40d6-872e-927b173e6d00 · inbound
EquiMem: Calibrating Shared Memory in Multi-Agent Debate via Game-Theoretic Equilibrium cites this paper.
EquiMem: Calibrating Shared Memory in Multi-Agent Debate via Game-Theoretic Equilibrium Scaling Large Language Model-based Multi-Agent Collaboration
Reference 49
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T05:56:25.973559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f9197c41-5a36-4223-b2ec-7e4bd8e4d5a0 · inbound
MOTOR-Bench: A Real-world Dataset and Multi-agent Framework for Zero-shot Human Mental State Understanding cites this paper.
MOTOR-Bench: A Real-world Dataset and Multi-agent Framework for Zero-shot Human Mental State Understanding Scaling Large Language Model-based Multi-Agent Collaboration
Reference 26
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T02:51:17.674665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0ed3ecae-687b-45da-9bd1-976a8068aaca · inbound
Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning cites this paper.
Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning Scaling Large Language Model-based Multi-Agent Collaboration
Reference 27
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-14T20:19:27.944993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 69a9abeb-c119-440d-a03a-5d994b23be79 · inbound
Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models cites this paper.
Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models Scaling Large Language Model-based Multi-Agent Collaboration
Reference 93
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T19:53:42.238549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d3387b6e-daf9-4ae6-b9a8-856aeb879b66 · inbound
Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models cites this paper.
Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models Scaling Large Language Model-based Multi-Agent Collaboration
Reference 25
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T19:45:00.802879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c2b47912-12c8-4ef5-b711-c5dc5ce559b2 · inbound
MasFACT: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer cites this paper.
MasFACT: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer Scaling Large Language Model-based Multi-Agent Collaboration
Reference 30
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T14:38:21.606663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0e6e8f10-57d7-4fef-8a8d-41073c315d93 · inbound
MasFACT: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer cites this paper.
MasFACT: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer Scaling Large Language Model-based Multi-Agent Collaboration
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T16:38:30.296706Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ed68421-5564-4ca7-99ef-c8c1559420c3 · inbound
ATOM: Instantiating Budget-Controllable Multi-Agent Collaboration via Nucleus-Electron Hierarchy cites this paper.
ATOM: Instantiating Budget-Controllable Multi-Agent Collaboration via Nucleus-Electron Hierarchy Scaling Large Language Model-based Multi-Agent Collaboration
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T20:03:56.334963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0af2df90-8a61-4c91-b6a8-ce4db4d8c698 · inbound
Towards Cybersecurity SuperIntelligence (CSI): What's the best harness for cybersecurity? cites this paper.
Towards Cybersecurity SuperIntelligence (CSI): What's the best harness for cybersecurity? Scaling Large Language Model-based Multi-Agent Collaboration
Reference 14
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T12:03:23.962454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b3b1ab5c-e5f3-438d-80eb-1fc93b952a0c · inbound
DECIS: Dual-Evidence Corrective Verification for Interpretable Strabismus Diagnostic Decision-Making cites this paper.
DECIS: Dual-Evidence Corrective Verification for Interpretable Strabismus Diagnostic Decision-Making Scaling Large Language Model-based Multi-Agent Collaboration
Reference 15
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T00:17:29.424011Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 32e07ab8-b4e4-4d19-b80c-a261a1bcc944 · inbound
DECIS: Dual-Evidence Corrective Verification for Interpretable Strabismus Diagnostic Decision-Making cites this paper.
DECIS: Dual-Evidence Corrective Verification for Interpretable Strabismus Diagnostic Decision-Making Scaling Large Language Model-based Multi-Agent Collaboration
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:01:45.934121Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3354a8a0-5a43-4425-97f7-3c905c5b310a · inbound
MetaPS: Adaptive Programmatic Strategy Selection for Market Agents cites this paper.
MetaPS: Adaptive Programmatic Strategy Selection for Market Agents Scaling Large Language Model-based Multi-Agent Collaboration
Reference 128
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T08:39:42.741221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6bfcbace-c70b-442f-a65c-aed5ad95e5ba · inbound
When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems cites this paper.
When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems Scaling Large Language Model-based Multi-Agent Collaboration
Reference 8
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-10T20:57:34.580097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4f0136b4-0226-42dc-ba88-fd25d2051414 · inbound
Accelerating Heterogeneous Agent Collaboration in Dynamic Edge Networks cites this paper.
Accelerating Heterogeneous Agent Collaboration in Dynamic Edge Networks Scaling Large Language Model-based Multi-Agent Collaboration
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T15:18:55.095252Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1c600ea-2531-4de9-985c-a6ce2037ffbd · inbound
Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis cites this paper.
Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Scaling Large Language Model-based Multi-Agent Collaboration
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:43:12.101642Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 725ad8b3-3b17-48e2-aa33-3a8c620eb862 · inbound
Width, Memory, and Delay: A Resource Accounting for the Limits of Flat Multi-Agent Systems cites this paper.
Width, Memory, and Delay: A Resource Accounting for the Limits of Flat Multi-Agent Systems Scaling Large Language Model-based Multi-Agent Collaboration
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T01:44:54.330656Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52f967cd-96c9-4aea-8096-ef153b775d10 · inbound
Is Inter-Seed Cross-Play Enough? Evaluating the Robustness of Zero-Shot Coordination Algorithms to Implementation Details cites this paper.
Is Inter-Seed Cross-Play Enough? Evaluating the Robustness of Zero-Shot Coordination Algorithms to Implementation Details Scaling Large Language Model-based Multi-Agent Collaboration
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:25:39.458818Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 255e9042-f7e0-4909-a017-237f1d3efea9 · inbound
MoRSE: Task-Oriented Multi-Agent System with Mixture of Role-Subtask Experts cites this paper.
MoRSE: Task-Oriented Multi-Agent System with Mixture of Role-Subtask Experts Scaling Large Language Model-based Multi-Agent Collaboration
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:31:57.734487Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.