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Paper Citation Record · LEDGER

AgentScope: A Flexible yet Robust Multi-Agent Platform

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.

pith.paper-citation-record.v1
2402.14034 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 49 of 49 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:40:35.798597Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

9
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-17T12:35:48.170947Z digest=sha256:a677da46fdbb75d53ab5758bf398a6db509744fa1429baca352f895bf8b60a33

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-23T19:45:39.130509Z digest=sha256:f6df1df3f03c3af7395b4c340d7044e1991b0acbdbbd9d15fcb29009171f679b

Observation 951a00cf-f6a5-4bb4-9f43-8520c6cac33b · inbound

LLM-based Multi-Agent Systems: Techniques and Business Perspectives cites this paper.

LLM-based Multi-Agent Systems: Techniques and Business Perspectives AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 20

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no resolver link, observed 2026-08-12T15:40:35.798597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:40:35.798597Z digest=sha256:c314911511401e23958a347b15e0769b0b670a00cbdc31f4c7284a1f0c6a948b

Observation 48bf8805-ed92-47f1-8626-b464759d5555 · 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 AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 265

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no resolver link, observed 2026-08-11T22:18:34.406020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:18:34.406020Z digest=sha256:afc6b2ba641268b72c2a1d4af08f7aa22b6cee573c9e9dbc302b06fba79db0a5

Observation 7a24386e-2033-4568-8b4e-c44337dc85ed · inbound

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning cites this paper.

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 14

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no resolver link, observed 2026-08-11T13:07:15.881320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:07:15.881320Z digest=sha256:cca8c2dd91e3c3381bbac5197552bd13baa9b074a969be488c0ae8539b343da5

Observation 951307aa-5bb6-4b6b-a28d-6c2eb73ae1a6 · 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 AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T05:29:24.401574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:29:24.401574Z digest=sha256:c293a9338dc74f5d3456923b1a1ccd343c2a67f1eb25918a172c0fb8b29c355a

Observation 81f128b0-6e81-4d2e-9f26-24eb2ddf8e1c · inbound

MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation cites this paper.

MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 4

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no resolver link, observed 2026-08-10T20:57:12.858276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:57:12.858276Z digest=sha256:64ed6956f0d973dd2f8818e125722e6fca528dc03835595ff4435922abeb005c

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-23T04:08:36.292592Z digest=sha256:fdc7774b8615bb50e47d1333cd12fa0ae64ccc7e140606dafbc67466c8be41de

Observation 73231a55-e5b7-4c01-9823-77e965c82c46 · inbound

KIMAs: A Configurable Knowledge Integrated Multi-Agent System cites this paper.

KIMAs: A Configurable Knowledge Integrated Multi-Agent System AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T20:57:48.519196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:57:48.519196Z digest=sha256:c0f2855b58d313a504182c61923ce861e7781df86249b93738135459c0309083

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-22T15:18:15.475294Z digest=sha256:9fe5758086722b8f49e2dbd8c14b8ff32746285a74ad66a9b026e674839a72e4

Observation 2075d349-f1cc-4bdb-a554-a2def7163ed1 · inbound

AI-Researcher: Autonomous Scientific Innovation cites this paper.

AI-Researcher: Autonomous Scientific Innovation AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 24

Resolution
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no resolver link, observed 2026-08-07T14:31:18.202247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:31:18.202247Z digest=sha256:3d396ec44335543506ae9e269aa6744e8c3d2fef1d8552d5c55325510bdfc218

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T11:30:47.877793Z digest=sha256:c78d959808bdc46a4b914ec3ad4ec78287236f4a7c98b70abcdea62becc57de5

Observation 36bb6d2c-5470-4a9d-9045-7f8d1f6517c1 · inbound

Poison Once, Control Anywhere: Clean-Text Visual Backdoors in VLM-based Mobile Agents cites this paper.

Poison Once, Control Anywhere: Clean-Text Visual Backdoors in VLM-based Mobile Agents AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:17.973029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:41:17.973029Z digest=sha256:e9c84c7785f56628f3d648385552d6558b61bb3b1c973780664493edbc732a6a

Observation 1a433580-0972-45e6-9475-e3d3ad7ec1b2 · inbound

From Conversation to Orchestration: HCI Challenges and Opportunities in Interactive Multi-Agentic Systems cites this paper.

From Conversation to Orchestration: HCI Challenges and Opportunities in Interactive Multi-Agentic Systems AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T23:00:08.591809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:00:08.591809Z digest=sha256:c70664e81002f0c56ed6ecd5aac920802c81a325a7d0dc86358ae8b8e59d0275

Observation 13f354ff-166e-4bb5-ace0-ee2b53f11b46 · inbound

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows cites this paper.

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:42.406791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:42.406791Z digest=sha256:067cdac681ffb852d44f082852cc4740450d70ae875d53c725e72cf3fa8e5ac8

Observation 2689254d-9c6c-4fed-a2a9-fb213d37b034 · inbound

Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor cites this paper.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:37:51.412910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:37:51.412910Z digest=sha256:feab3985cd306f2e344e81199fc4aa5099d6d61fcb0d32ae6ed730f8081d2877

Observation 96ccb8c0-88c6-4b3c-8fc4-5258c30302bb · inbound

RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory cites this paper.

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:47:37.613439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:47:37.613439Z digest=sha256:5036462bbb2953ccc8f3b272edb59adb1749dbe4761837820f82c8206372aff5

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-18T23:38:10.078340Z digest=sha256:6138f164dff65c8bd15289e7aac889bf77c58bd097059085253fba3cdf83156a

Observation 8d7db9a0-fc2b-41bf-a158-1dbcd3d70459 · inbound

When LLM Meets Time Series: Can LLMs Perform Multi-Step Time Series Reasoning and Inference cites this paper.

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

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no resolver link, observed 2026-08-05T12:12:58.554605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:12:58.554605Z digest=sha256:b790e2146da9731d4c60409ebc7aeb7c5c871b98cbd1fd524a1ff183ba34b347

Observation da61b56c-b2fd-4616-b934-c370c6a209fe · inbound

Maestro: Joint Graph & Config Optimization for Reliable AI Agents cites this paper.

Maestro: Joint Graph & Config Optimization for Reliable AI Agents AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:49.945214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:49.945214Z digest=sha256:38ccd2f181e972afcf9b63ee02259ef47aa088ed8ca0a2aa4773fc5cec8005f4

Observation 1f4e182a-98a9-4998-b4db-363acfd2cc40 · inbound

RecoWorld: Building Simulated Environments for Agentic Recommender Systems cites this paper.

RecoWorld: Building Simulated Environments for Agentic Recommender Systems AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 16

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unresolved
no resolver link, observed 2026-08-04T17:56:38.773649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T17:56:38.773649Z digest=sha256:34c769fa2c7d5a9055ff3fdaff956fd9a29dda4e8d140b072de8162ff5a7a5a3

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-21T21:17:58.275784Z digest=sha256:dc51a1aeea68ff3f073c08fd957a1de87ae585da49a7662ee5f5f8ce2ce2b328

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

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no resolver link, observed 2026-08-03T05:13:26.082749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:13:26.082749Z digest=sha256:03371b15fb7cc3983438b85f7fc10c31e69b248fd0f50de89c9b3dbd0332a6ae

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-10T17:25:01.741390Z digest=sha256:104f8dc4c99f3660c848f767ee72fc4e1e7d36dea912dc8055df220f48f6f6e3

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-09T19:25:48.434033Z digest=sha256:86fb947e1acc5b596aade3edc5d26849a2b6be200fdccda5ad482aa75ba1e4ae

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-07T16:54:15.433189Z digest=sha256:4931f476dde085caf7407bea9eb4e041c81381b01606733d76b3858eb2500d0e

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-21T00:22:54.128310Z digest=sha256:323ae6cda377a381b59f68a9b06d3893623cfe9af6e40f6b34bd8f946d587c73

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T02:19:10.912487Z digest=sha256:dd4bcda6cf4ad5205ea3046ecd598b1269104324e5cc94606aa4b049c4c0ab52

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T20:16:30.070819Z digest=sha256:e69524d0af495fce904167fccfe511f96035e4845cee0011c9ffd7f58ad99a99

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T18:07:07.576466Z digest=sha256:e1783bef4380bbf719b3e217cbc65800381545c5211d84282a86bfc9af099ea1

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-20T15:34:30.714957Z digest=sha256:8a5b6e7f0d8f0fbed9c7df8e44c0f5cb7952da955d706b21982573d287dfd1d8

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-25T06:00:20.433672Z digest=sha256:847e1c4027a57dba20e72c3eb80b9dd7c58a7b82259f44e87bde553ca1d079db

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-29T07:53:20.566935Z digest=sha256:c3c9f1eb28c809aa71bbded58e082be6a77d8187fa271d51b8c3fcc69e4a6736

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-30T11:06:35.265893Z digest=sha256:3c15a527f869e453173959b548f2e9caa4863f32af98f01d0a9e5a79758f22ff

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-28T06:26:35.100859Z digest=sha256:b6fc1195328b007f5d621f2c4672e5f071ee193b4b94122f826b8474113c68b2

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.

source=pdf_text observed=2026-08-02T12:27:08.351782Z digest=sha256:367cec137c61ac10eb865b8cb3880dbb4df095a7d77febc114d0309ec1667a93

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-27T15:15:57.372858Z digest=sha256:52e14e476df14bb48056c59a994db6be2083b9a20c2c74237ae74079a2bf0de2

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-27T07:17:43.188693Z digest=sha256:6293293091f89ba1272ce9385f288c0b05e1ff588a32dd78d9170f69d912de92

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-07-02T22:29:58.492918Z digest=sha256:93a772294eba9b3d9def2060566dc5719530c632e8a4046e1b26db0b593499b9

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T20:47:36.337189Z digest=sha256:01952602baa963305dfffc22671cd3e8b453d15906234b6ddda562c819d68bb7

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-29T02:56:06.000871Z digest=sha256:3971cd9b2501b6b64cc232af352bc030be50b962cdb029e259c834b47e9042d0

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-07-03T07:18:43.640074Z digest=sha256:2842914886640fba81db9669901cd60fd056aeea82af1e890a75b1718415c973

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.

source=pdf_text observed=2026-07-14T06:01:28.311572Z digest=sha256:28b23e3b0530db3f6eb1a43f8de7328ffe84178acde0e2e5e1f01d4e7ad7728c

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.

source=pdf_text observed=2026-08-02T11:43:49.259760Z digest=sha256:4c0367ffc02c50069472e5f0a1180388ab838fde07a364b53aa048b37c476881

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.

source=arxiv_source observed=2026-08-01T23:46:15.662064Z digest=sha256:23d4f2dac09a3878925dd2171aaf8a4cd4db4389e54cd210cb20e2595f869f74

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.

source=pdf_text observed=2026-08-01T22:57:36.277964Z digest=sha256:fd6ff67693a8ae02ca0ee050286ac985ac0a6b5e0b8efb6e8d6b693518e2b4af

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.

source=pdf_text observed=2026-07-31T23:34:42.232634Z digest=sha256:a39ae3434bfbf8f9eaa465b2e20d3d894d13d30f887cbf9a7d61bf46ae606eab

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.

source=arxiv_source observed=2026-08-01T02:29:05.779212Z digest=sha256:9a95b952162cf730d6efcfeabf1056eb60589ec885657e84bd852afb168f2b51

Observation ea0cf12a-bbbc-4cfc-a23d-699d0a24f2ae · inbound

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows cites this paper.

Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows AgentScope: A Flexible yet Robust Multi-Agent Platform

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T22:33:33.564549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:33:33.564549Z digest=sha256:2b43dfd2fe3274c526e8fc961adc791a707168d109ccbeb57e4d2e6b5ac44fb4