Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
AgentScope: A Flexible yet Robust Multi-Agent Platform
As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2402.14034.
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 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T05:13:26.082749Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z
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 aa5e5304-fd4b-4d21-8647-3986a22e157c · inbound
Large Language Model-Based Agents for Software Engineering: A Survey cites this paper.
Large Language Model-Based Agents for Software Engineering: A Survey AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 277
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T12:35:48.519767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 41d75429-f904-472a-998c-55ab2e484d4f · inbound
TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis cites this paper.
TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T19:45:47.225530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation eafb64e1-88d4-4b92-a3ad-7b5fe37088d3 · inbound
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society cites this paper.
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
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T04:12:30.806758Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 66d07992-7577-4944-9356-016879d174f8 · inbound
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction cites this paper.
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T15:21:45.043637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 54258326-fb5f-43b6-855b-11131a447e51 · inbound
To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems cites this paper.
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
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T11:32:17.202960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0d703051-6342-4a35-93f3-94c126e7ced8 · inbound
BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks cites this paper.
BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T23:41:54.592543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 45a4a15e-e416-49c5-8277-edbfbbf5bffa · inbound
TokenCake: A KV-Cache-centric Serving Framework for LLM-based Multi-Agent Applications cites this paper.
TokenCake: A KV-Cache-centric Serving Framework for LLM-based Multi-Agent Applications AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T21:20:38.725593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 17127056-aadb-4714-9c30-ff5eb656d561 · inbound
Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability cites this paper.
Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T05:13:26.082749Z
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 cites this paper.
Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:51:28.615203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a8ea6add-320e-4a13-aa6d-c23b45d1dbc6 · inbound
Agent Capsules: Quality-Gated Granularity Control for Multi-Agent LLM Pipelines cites this paper.
Agent Capsules: Quality-Gated Granularity Control for Multi-Agent LLM Pipelines AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T15:41:50.675096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation beb5a368-fba1-4e15-be47-c0ef23e68219 · inbound
Robust Agent Compensation (RAC): Teaching AI Agents to Compensate cites this paper.
Robust Agent Compensation (RAC): Teaching AI Agents to Compensate AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T11:01:30.444359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 092f404d-788f-4d11-aa6a-a89ca26c76b4 · inbound
Robust Agent Compensation (RAC): Teaching AI Agents to Compensate cites this paper.
Robust Agent Compensation (RAC): Teaching AI Agents to Compensate AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:23:52.451911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ccf916b6-feac-4bb9-aa08-e1e0c506d88d · inbound
When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling cites this paper.
When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T02:23:37.921015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5076a8bc-4cf2-4c0c-99bc-6206b524e457 · inbound
Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning cites this paper.
Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T20:19:27.998644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c3cb51db-4567-4ad6-9d49-b342c5d1f32b · inbound
SDOF: Taming the Alignment Tax in Multi-Agent Orchestration with State-Constrained Dispatch cites this paper.
SDOF: Taming the Alignment Tax in Multi-Agent Orchestration with State-Constrained Dispatch AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T18:07:42.478033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 644b8c5e-c542-4783-b35e-df32a6bdedf5 · inbound
S-Bus: Automatic Read-Set Reconstruction for Multi-Agent LLM State Coordination cites this paper.
S-Bus: Automatic Read-Set Reconstruction for Multi-Agent LLM State Coordination AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T15:38:26.760436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation aa35f8f6-cb92-4f16-89f6-d7b6aacd15fa · inbound
S-Bus: Automatic Read-Set Reconstruction for Multi-Agent LLM State Coordination cites this paper.
S-Bus: Automatic Read-Set Reconstruction for Multi-Agent LLM State Coordination AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T06:00:22.989814Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ddcfad4f-3490-4dab-98ab-8956c75e783a · inbound
PatchBoard: Schema-Grounded State Mutation for Reliable and Auditable LLM Multi-Agent Collaboration cites this paper.
PatchBoard: Schema-Grounded State Mutation for Reliable and Auditable LLM Multi-Agent Collaboration AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T08:13:16.098301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 95af71d6-66fe-4ba4-85a8-2ad7c0f51bdb · inbound
Agent libOS: A Runtime Substrate for Capability-Controlled Self-Evolving LLM Agents cites this paper.
Agent libOS: A Runtime Substrate for Capability-Controlled Self-Evolving LLM Agents AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T11:54:38.693553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation fed8ee92-d14d-469c-93f4-569b2482b6ba · inbound
AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning cites this paper.
AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T07:56:47.922541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9f8686c0-6c6d-4cb3-acf9-e36d62c169d5 · inbound
AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning cites this paper.
AgentJet: A Distributed Swarm Training Framework for Agentic Reinforcement Learning AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:27:08.351782Z
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 cites this paper.
What makes a harness a harness: necessary and sufficient conditions for an agent harness AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-06-27T19:31:10.883322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 567d1a0f-4437-4fd4-814e-e00f8b8ccb7f · inbound
TerraBench: Can Agents Reason Over Heterogeneous Earth-System Data? cites this paper.
TerraBench: Can Agents Reason Over Heterogeneous Earth-System Data? AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:58:22.220364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 665957ab-c630-48f4-b019-c0a11f8eb9af · inbound
TerraBench: Can Agents Reason Over Heterogeneous Earth-System Data? cites this paper.
TerraBench: Can Agents Reason Over Heterogeneous Earth-System Data? AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T22:37:25.430145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 377768ec-7673-4353-9fe8-e2e7bdfe30bb · inbound
Understanding and Mitigating Prompt Leaking Attacks in Real-World LLM-Based Applications cites this paper.
Understanding and Mitigating Prompt Leaking Attacks in Real-World LLM-Based Applications AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T00:59:20.689347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 15a75e08-aaa5-4af9-be61-81a3a292ff17 · inbound
GenWorld: Empirically Grounded Urban Simulation Infrastructure for Scalable LLM-Agent Studies cites this paper.
GenWorld: Empirically Grounded Urban Simulation Infrastructure for Scalable LLM-Agent Studies AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T17:55:51.558609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation cc9594aa-2e97-4bee-832d-7f990a341c75 · inbound
OrchestrXR: A Multi-Agent System for Idea-to-Prototype XR Study Authoring cites this paper.
OrchestrXR: A Multi-Agent System for Idea-to-Prototype XR Study Authoring AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T07:27:43.924567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2f79fc6f-a15d-40fb-a3f9-ebc2bb07b4e3 · inbound
Multi-Agent LLMs Fail to Explore Each Other cites this paper.
Multi-Agent LLMs Fail to Explore Each Other AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T06:01:28.311572Z
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 cites this paper.
AgentSociety 2: An Integrated Research Environment for Executable Social Science AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 96
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:43:49.259760Z
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 cites this paper.
SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:46:15.662064Z
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 cites this paper.
Scalable LLM Agent Tool Access in the Cloud AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T22:57:36.277964Z
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 cites this paper.
SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving AgentScope: A Flexible yet Robust Multi-Agent Platform
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:34:42.232634Z
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 cites this paper.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T02:29:05.779212Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.