Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:58:45.630686Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2507.04067.
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, observed 2026-08-06T19:58:45.630686Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation cee93565-5998-4b91-900c-febe4a1399bc · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Ai agents under threat: A survey of key security challenges and future pathways
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3963d667-de98-4c4a-9075-d036e84c492e · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration agentuniverse: Multi-agent ecosystem for autonomous agents
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d10bf31d-2acd-4866-8712-c8c2104cb476 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71ae6691-0a3b-4d64-a4c3-4eb0e0eb37de · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Agno: An agentic workflow framework for llm applications, 2024
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e55ccd38-3afd-45b8-9a64-a24a9dab0c4f · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db76eb84-1d74-4243-ab8d-f6f3e3736772 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d528ddb9-69fe-4671-aa13-ba2e5e4b6fe9 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration ChatDev: Communicative Agents for Software Development
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db6e8003-1d5f-430c-88f7-1ee624e48f99 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Coze: Next-gen ai chatbot & multi-agent workflow platform
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f1dcb02a-878e-4c80-8961-ec3ccd6a30c2 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Crewai: The leading multi-agent platform
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4f2af1ff-9b76-41ff-a42c-e7b868fbc130 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Introducing deep research: Openai’s new system for collaborative reasoning
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 44be0f7b-9b26-45b2-9363-e0cacf314520 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acaf123d-1f31-4604-b609-8e4da76e4b66 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Ernie bot agent: Llm agent framework for baidu ernie
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b0c715a3-c924-4b57-8700-bbb8150a9a37 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Dify: Open-source llm application development platform
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 63abd74d-7782-4b2a-a6a9-63802ca4d4fc · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Exploration of LLM Multi-Agent Application Implementation Based on LangGraph+CrewAI
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e857f773-24de-4d0b-b7a9-6d10d3cc420e · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87fa2125-6f8d-4ec4-bf99-6cd6b887760f · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Flowise: Drag & drop ui to build llm apps with langchain
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation de59e707-41c6-4d0d-b676-59f86a882cb4 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration n8n: Fair-code workflow automation platform with native ai capabilities
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a9ac7489-b3d6-4f32-920e-63af69d2677e · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a0bd973-3890-46c3-9406-f8b85f43b733 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e34cf3a-8314-49af-9fc8-bc336169fa19 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Manus: A general ai agent bridging thoughts and actions
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 934716c0-ef5f-4749-9632-0066559cd6d0 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f9245a8-6e93-4702-9faf-b3f9eae10e3c · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Semantic kernel: Lightweight, open-source ai agent sdk
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 00ccd221-2a2c-4019-8960-d8ddf584285d · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Swarm: Educational framework exploring ergonomic, lightweight multi-agent orchestration
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c27e0f2f-a97e-4606-bb4c-a5698ff32f97 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Big data workflows: A reference architecture and the dataview system
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a26aa19a-8da0-44ed-882f-72aa83de1bf0 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Qwen-agent: Agent framework and applications for qwen models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c02d39e-a99b-45f6-b8c8-3f7650e39793 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Scientific workflow management and the kepler system
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 19fb7fe6-cdf3-4dfd-826e-91cd0f4637d6 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Collaborative scientific workflows
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e1308e5a-fed1-46cf-a297-19564024ae70 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration A generic effi- cient scientific workflow engine for the optimizations of run-time execution
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation be3db01a-0f5e-45fa-a73b-87746052a7f7 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Swift: Fast, reliable, loosely coupled parallel computation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b2874394-722e-4d79-a3c6-e376b0b6cf89 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Tian and Y .D
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ae59e46a-8f3d-463d-a318-5ce69921c0f0 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Lpod: A local path based optimized scheduling algorithm for deadline-constrained big data workflows in the cloud
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 667c535e-cd2c-4fec-b442-a8e3dbe47a08 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration An adaptive som neural network method for distributed formation control of a group of auvs
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b64308d9-7937-41b3-88b3-17e6ef1a7092 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration A service framework for scientific workflow management in the cloud
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6120c424-bd55-4d85-9895-7a922ec5bc59 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration A survey on intelligent control for multiagent systems
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4629be9d-3366-434b-98ed-51b338c20738 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Enhancing diagnostic capability with multi-agents conversational large language models
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 822c78cf-7970-426f-a6cd-e0fea4eac9aa · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Huawei mindspore ai development framework
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 60338019-2a84-492d-bd67-3151cce7cd05 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Multi-agent deep reinforcement learning for urban traffic light control in vehicular networks
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c59dee75-9384-4915-837d-48a771a123ab · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Introducing the model context protocol
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 17d8e02e-58f1-4a42-8565-cdad93ac678b · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Phidata: Framework for building multi-modal agents and workflows
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d6b69c9-f4cf-4f45-96fd-1ce24374d79f · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Announcing the agent2agent protocol (a2a)
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9d0dd79e-9605-4fa4-b9b8-5f40d5290eb1 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration A survey on agent workflow - status and future
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 748e8a41-8281-4a15-8634-66972b698af4 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Llm-based multi-agent poetry generation in non-cooperative environments, 2024
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 27cd354d-c7ad-4116-a7ef-10691ef64ad3 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Agent network protocol (anp): Building the http of the agentic web era
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 953c4678-e873-4d9b-8d52-7ca9632eefa7 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Pan, Shuyi Yang, Lakshya A
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7a26977e-8d96-4e16-891c-fe927dae3b30 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Drama engine: A framework for narrative agents, 2024
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 977013f3-1e7a-47c9-93f9-99bec1974ad1 · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration TELLER: A trustworthy framework for explainable, generalizable and controllable fake news detection
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cbeb85d5-d6e0-4bfa-9a03-9af8a0363e3b · outbound
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration Unresolved cited work
Reference 2025
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.