Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 49 inbound Pith citation observations for arXiv:2402.14034.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T15:40:35.798597Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
9
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation aa5e5304-fd4b-4d21-8647-3986a22e157c · inbound
Large Language Model-Based Agents for Software Engineering: A Survey AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 277
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 41d75429-f904-472a-998c-55ab2e484d4f · inbound
TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 951a00cf-f6a5-4bb4-9f43-8520c6cac33b · inbound
LLM-based Multi-Agent Systems: Techniques and Business Perspectives AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48bf8805-ed92-47f1-8626-b464759d5555 · inbound
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 265
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a24386e-2033-4568-8b4e-c44337dc85ed · inbound
ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 951307aa-5bb6-4b6b-a28d-6c2eb73ae1a6 · inbound
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81f128b0-6e81-4d2e-9f26-24eb2ddf8e1c · inbound
MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eafb64e1-88d4-4b92-a3ad-7b5fe37088d3 · inbound
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 73231a55-e5b7-4c01-9823-77e965c82c46 · inbound
KIMAs: A Configurable Knowledge Integrated Multi-Agent System AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66d07992-7577-4944-9356-016879d174f8 · inbound
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2075d349-f1cc-4bdb-a554-a2def7163ed1 · inbound
AI-Researcher: Autonomous Scientific Innovation AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54258326-fb5f-43b6-855b-11131a447e51 · inbound
To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 36bb6d2c-5470-4a9d-9045-7f8d1f6517c1 · inbound
Poison Once, Control Anywhere: Clean-Text Visual Backdoors in VLM-based Mobile Agents AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a433580-0972-45e6-9475-e3d3ad7ec1b2 · inbound
From Conversation to Orchestration: HCI Challenges and Opportunities in Interactive Multi-Agentic Systems AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13f354ff-166e-4bb5-ace0-ee2b53f11b46 · inbound
KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2689254d-9c6c-4fed-a2a9-fb213d37b034 · inbound
Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96ccb8c0-88c6-4b3c-8fc4-5258c30302bb · inbound
RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d703051-6342-4a35-93f3-94c126e7ced8 · inbound
BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8d7db9a0-fc2b-41bf-a158-1dbcd3d70459 · inbound
When LLM Meets Time Series: Can LLMs Perform Multi-Step Time Series Reasoning and Inference AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da61b56c-b2fd-4616-b934-c370c6a209fe · inbound
Maestro: Joint Graph & Config Optimization for Reliable AI Agents AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f4e182a-98a9-4998-b4db-363acfd2cc40 · inbound
RecoWorld: Building Simulated Environments for Agentic Recommender Systems AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45a4a15e-e416-49c5-8277-edbfbbf5bffa · inbound
TokenCake: A KV-Cache-centric Serving Framework for LLM-based Multi-Agent Applications AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 17127056-aadb-4714-9c30-ff5eb656d561 · inbound
Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46db8539-6c75-4392-bba8-058d7f28c0ff · inbound
Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a8ea6add-320e-4a13-aa6d-c23b45d1dbc6 · inbound
Agent Capsules: Quality-Gated Granularity Control for Multi-Agent LLM Pipelines AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation beb5a368-fba1-4e15-be47-c0ef23e68219 · inbound
Robust Agent Compensation (RAC): Teaching AI Agents to Compensate AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 092f404d-788f-4d11-aa6a-a89ca26c76b4 · inbound
Robust Agent Compensation (RAC): Teaching AI Agents to Compensate AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ccf916b6-feac-4bb9-aa08-e1e0c506d88d · inbound
When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5076a8bc-4cf2-4c0c-99bc-6206b524e457 · inbound
Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c3cb51db-4567-4ad6-9d49-b342c5d1f32b · inbound
SDOF: Taming the Alignment Tax in Multi-Agent Orchestration with State-Constrained Dispatch AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 644b8c5e-c542-4783-b35e-df32a6bdedf5 · inbound
S-Bus: Automatic Read-Set Reconstruction for Multi-Agent LLM State Coordination AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aa35f8f6-cb92-4f16-89f6-d7b6aacd15fa · inbound
S-Bus: Automatic Read-Set Reconstruction for Multi-Agent LLM State Coordination AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ddcfad4f-3490-4dab-98ab-8956c75e783a · inbound
PatchBoard: Schema-Grounded State Mutation for Reliable and Auditable LLM Multi-Agent Collaboration AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 95af71d6-66fe-4ba4-85a8-2ad7c0f51bdb · inbound
Agent libOS: A Runtime Substrate for Capability-Controlled Self-Evolving LLM Agents AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fed8ee92-d14d-469c-93f4-569b2482b6ba · inbound
AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9f8686c0-6c6d-4cb3-acf9-e36d62c169d5 · inbound
AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d83340e-e7cd-4d9c-a71e-4f84096c9b3b · inbound
What makes a harness a harness: necessary and sufficient conditions for an agent harness AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 567d1a0f-4437-4fd4-814e-e00f8b8ccb7f · inbound
TerraBench: Can Agents Reason Over Heterogeneous Earth-System Data? AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 665957ab-c630-48f4-b019-c0a11f8eb9af · inbound
TerraBench: Can Agents Reason Over Heterogeneous Earth-System Data? AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 377768ec-7673-4353-9fe8-e2e7bdfe30bb · inbound
Understanding and Mitigating Prompt Leaking Attacks in Real-World LLM-Based Applications AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 15a75e08-aaa5-4af9-be61-81a3a292ff17 · inbound
GenWorld: Empirically Grounded Urban Simulation Infrastructure for Scalable LLM-Agent Studies AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cc9594aa-2e97-4bee-832d-7f990a341c75 · inbound
OrchestrXR: A Multi-Agent System for Idea-to-Prototype XR Study Authoring AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2f79fc6f-a15d-40fb-a3f9-ebc2bb07b4e3 · inbound
Multi-Agent LLMs Fail to Explore Each Other AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94eb425e-c343-4321-b715-821a8beb839f · inbound
AgentSociety 2: An Integrated Research Environment for Executable Social Science AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 96
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 363b5a12-0651-4e76-8703-4002dac5ee18 · inbound
SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd49b349-9593-4263-bb35-a1f0b6af0086 · inbound
Scalable LLM Agent Tool Access in the Cloud AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0bb524a-ec5c-490a-bfeb-4cec83c2a11f · inbound
SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d78a4031-8464-4a42-a763-b2f7efb1e7b0 · inbound
Toward an Organizational Science of Multi-Agent LLM Systems: Decoupling Who, How, and Which Algorithm AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea0cf12a-bbbc-4cfc-a23d-699d0a24f2ae · inbound
Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.