A Survey on Agent Workflow -- Status and Future | Paper Citation Record

Observation d9d426f4-c078-4349-877e-9b40e3386b46 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.623956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aba168d2-1b91-430d-9192-a84b26899b50 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.629858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc96e11d-64a9-447d-8f0a-f4c1b3c13495 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.635033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2905cfbe-62e8-4b58-afd8-cda42f7583fe · outbound

This paper cites This makes workflows highly flexible and human- readable, but also less standardized and harder to validate.

A Survey on Agent Workflow -- Status and Future This makes workflows highly flexible and human- readable, but also less standardized and harder to validate

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.639745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e1e134-6da4-4f7f-bb20-3ce4f7ac2f87 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.645016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940ad954-1a11-41b8-bb28-dda928791efd · outbound

This paper cites WebSocket, etc.

A Survey on Agent Workflow -- Status and Future WebSocket, etc

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.649979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f27e83-2320-4fff-a1b0-dc497e92dca7 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.655483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c546d9f8-ce6d-4ee2-b70d-42b61ae804b8 · outbound

This paper cites Chain Workflow: Decomposing a general task into a sequence of steps, where each step depends on the output of the previous one.

A Survey on Agent Workflow -- Status and Future Chain Workflow: Decomposing a general task into a sequence of steps, where each step depends on the output of the previous one

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.660164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fe3faba-4559-420f-b139-63a4621b2943 · outbound

This paper cites It determines whether a task proceeds in a fixed procedural order (static workflow), or adaptively changes based on agent decisions (dynamic workflow).

A Survey on Agent Workflow -- Status and Future It determines whether a task proceeds in a fixed procedural order (static workflow), or adaptively changes based on agent decisions (dynamic workflow)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.664980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49a374ed-4c49-4653-88b6-daa1b28aacc3 · outbound

This paper cites Problem solving permeates every stage of the workflow.

A Survey on Agent Workflow -- Status and Future Problem solving permeates every stage of the workflow

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.669901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d2aa6cc-a944-4d36-880c-986e8682b6ac · outbound

This paper cites thinks” while taking “actions.

A Survey on Agent Workflow -- Status and Future thinks” while taking “actions

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.674550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166054db-7d21-4917-87bf-06d58ad9bb25 · outbound

This paper cites For example many products of OpenAI only allow to call the API of Open AI.

A Survey on Agent Workflow -- Status and Future For example many products of OpenAI only allow to call the API of Open AI

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.679894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e52ea64-4dd9-4c5e-a6e4-c5ea58bb920d · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.684575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 723c22e3-e8fa-4f5e-9873-8818674efa78 · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.689498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e1f8d2d-0308-4325-a820-5307a8181d9b · outbound

This paper cites an unresolved cited work.

A Survey on Agent Workflow -- Status and Future Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.694109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfbaa5f9-969e-48cf-b17a-b05c0fce5d26 · outbound

This paper cites no- code agent execution shell.

A Survey on Agent Workflow -- Status and Future no- code agent execution shell

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.698810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6287ae9-8609-4ea2-9863-857e7406fa2f · outbound

This paper cites Rug pulls in which attackers alter tool descriptions after user authorization (e.g., in MCP).

A Survey on Agent Workflow -- Status and Future Rug pulls in which attackers alter tool descriptions after user authorization (e.g., in MCP)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.703819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94afb94a-1201-419b-8358-c707445a2842 · outbound

This paper cites Secondly, during the update phase, there are still some issues that may pose a threat to AI agents accessing the MCP.

A Survey on Agent Workflow -- Status and Future Secondly, during the update phase, there are still some issues that may pose a threat to AI agents accessing the MCP

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.586724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3dec0199-0f0f-49b4-a64f-74eb80a3c514 · outbound

This paper cites Adversarial data poisoning attacks pose a significant threat to LLM-based AI Agents; seemingly harmless prompts, when concatenated, may contaminate the model.

A Survey on Agent Workflow -- Status and Future Adversarial data poisoning attacks pose a significant threat to LLM-based AI Agents; seemingly harmless prompts, when concatenated, may contaminate the model

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.568152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0de2e91a-a7f6-4be4-a737-0e661bbb2aad · outbound

This paper cites For competition threats, malicious competitive behaviors, ethical concerns is found.

A Survey on Agent Workflow -- Status and Future For competition threats, malicious competitive behaviors, ethical concerns is found

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.546089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation af28e87c-16ae-4b3a-b81f-b6b1f5783713 · outbound

This paper cites Short- term memory may encounter capacity limitations, leading to information loss.

A Survey on Agent Workflow -- Status and Future Short- term memory may encounter capacity limitations, leading to information loss

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.519625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3007fd0c-478c-4f6b-a05b-486ca23d3e1b · outbound

This paper cites What if gpt4 became autonomous: The auto- gpt project and use cases,.

A Survey on Agent Workflow -- Status and Future What if gpt4 became autonomous: The auto- gpt project and use cases,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.501015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 303ce9ef-4b13-4d99-a651-2ba2dc594ce4 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

A Survey on Agent Workflow -- Status and Future MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.734781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e027213-c44b-4bc3-8d68-98e0de18ae7f · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

A Survey on Agent Workflow -- Status and Future AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.740024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 897c7f65-b884-48d9-90cb-9c630a81d962 · outbound

This paper cites Building effective agents.

A Survey on Agent Workflow -- Status and Future Building effective agents

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.484306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ecde07c2-1c08-4f2c-8c6d-08d93cabcb14 · outbound

This paper cites AutoFlow: Automated Workflow Generation for Large Language Model Agents.

A Survey on Agent Workflow -- Status and Future AutoFlow: Automated Workflow Generation for Large Language Model Agents

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.750454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 286effc6-941c-4354-a874-1648fb7942da · outbound

This paper cites A survey on llm-based multi-agent systems: workflow, infrastructure, and challenges,.

A Survey on Agent Workflow -- Status and Future A survey on llm-based multi-agent systems: workflow, infrastructure, and challenges,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.756318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f122aa-0073-431d-90a9-671ee8b88773 · outbound

This paper cites Multiagent learning is not the answer. it is the question,.

A Survey on Agent Workflow -- Status and Future Multiagent learning is not the answer. it is the question,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.458187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8f6a165a-8414-4399-ba67-114c5fe9afd5 · outbound

This paper cites Ag2: Open-source agentos for ai agents,.

A Survey on Agent Workflow -- Status and Future Ag2: Open-source agentos for ai agents,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.442926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 15c065ce-aaa7-46f6-ada4-b4e298724d4b · outbound

This paper cites Pattern based analysis of bpel4ws,.

A Survey on Agent Workflow -- Status and Future Pattern based analysis of bpel4ws,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.425884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 370ade01-11bc-4065-9de1-099da052470c · outbound

This paper cites Towards adaptive workflow enactment using multiagent systems,.

A Survey on Agent Workflow -- Status and Future Towards adaptive workflow enactment using multiagent systems,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.409976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1b8a84ee-b3e7-41f4-a020-1b18aa013af0 · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

A Survey on Agent Workflow -- Status and Future The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.782888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b9772ad-d264-433e-b04d-eb14128ef5d2 · outbound

This paper cites Workflowllm: Enhancing workflow orchestration capability of large language models,.

A Survey on Agent Workflow -- Status and Future Workflowllm: Enhancing workflow orchestration capability of large language models,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.393389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0eca7a6c-54de-4bed-8819-a364aa979b11 · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

A Survey on Agent Workflow -- Status and Future Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.793187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5a70b46-cc34-4adb-bbb0-775747ec1275 · outbound

This paper cites React: Synergizing reasoning and acting in language models,.

A Survey on Agent Workflow -- Status and Future React: Synergizing reasoning and acting in language models,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.377480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d1223669-219f-4882-b375-b6729e71204e · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models,.

A Survey on Agent Workflow -- Status and Future Tree of thoughts: Deliberate problem solving with large language models,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.362602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0406e6c0-ea0f-4bfb-952b-30be548e4337 · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

A Survey on Agent Workflow -- Status and Future Reasoning with Language Model is Planning with World Model

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.808431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 101d6d93-9092-4880-958d-1f442ca538b7 · outbound

This paper cites Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference.

A Survey on Agent Workflow -- Status and Future Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.813790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9868ea9-f721-4b88-ada0-2a6c9d14d121 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

A Survey on Agent Workflow -- Status and Future Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.819113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d70ca09-92aa-44c0-b34e-1a5f5984f843 · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

A Survey on Agent Workflow -- Status and Future Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.824703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb1f0416-268c-4ae4-a57e-1ff72558dda4 · outbound

This paper cites Creating large language model appli-cations utilizing langchain: A primer on developing llm apps fast,.

A Survey on Agent Workflow -- Status and Future Creating large language model appli-cations utilizing langchain: A primer on developing llm apps fast,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.346221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d0ed7731-1356-42c8-bfd8-87626ff1a519 · outbound

This paper cites Auffarth, Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT, and other LLMs.

A Survey on Agent Workflow -- Status and Future Auffarth, Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT, and other LLMs

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.330550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c973c28c-b3c0-4c04-b126-685920cac381 · outbound

This paper cites API Agents vs. GUI Agents: Divergence and Convergence.

A Survey on Agent Workflow -- Status and Future API Agents vs. GUI Agents: Divergence and Convergence

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.841913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bd17f96-ddc6-4465-803a-a5dda64897e0 · outbound

This paper cites ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models.

A Survey on Agent Workflow -- Status and Future ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.846694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84ad4fd3-042b-41bf-ba6a-47b1a31ad1f4 · outbound

This paper cites Optimization for reinforcement learning: From a single agent to cooperative agents,.

A Survey on Agent Workflow -- Status and Future Optimization for reinforcement learning: From a single agent to cooperative agents,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.313862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c0a06c4a-f615-4de9-b6d3-d8014eaf81b7 · outbound

This paper cites Multi-objective meta- heuristics: An overview of the current state-of-the-art,.

A Survey on Agent Workflow -- Status and Future Multi-objective meta- heuristics: An overview of the current state-of-the-art,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.298030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0b396b62-aca9-43b6-945a-b42b203cfd50 · outbound

This paper cites Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning.

A Survey on Agent Workflow -- Status and Future Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:52:42.623185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0f8a9a75-ccfb-443b-bb03-605a74b0074c · outbound

This paper cites Large Language Models as Optimizers.

A Survey on Agent Workflow -- Status and Future Large Language Models as Optimizers

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.866492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f9d6b9a-eed3-4a2a-8f6f-b3ff47118948 · outbound

This paper cites TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools.

A Survey on Agent Workflow -- Status and Future TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.872462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d22ce808-0a12-48c4-acbe-eaabc15288d6 · outbound

This paper cites LiPUP-MA: A Residential Experience-centric Multi-Agent Framework for Living-in-the-loop Participatory Urban Planning.

A Survey on Agent Workflow -- Status and Future LiPUP-MA: A Residential Experience-centric Multi-Agent Framework for Living-in-the-loop Participatory Urban Planning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.878585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97fc4ba1-5733-429f-8175-8029180f6637 · outbound

This paper cites FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models.

A Survey on Agent Workflow -- Status and Future FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.883487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d492d931-1cec-481b-b0b4-1ac1695e864a · outbound

This paper cites Enhanc-ing investment analysis: Optimizing ai-agent collaboration in financial research,.

A Survey on Agent Workflow -- Status and Future Enhanc-ing investment analysis: Optimizing ai-agent collaboration in financial research,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.282742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f1e7d851-98f5-49ca-ad89-0c7d68b0b321 · outbound

This paper cites Personalized feedback in massive open online courses: Harnessing the power of langchain and openai api,.

A Survey on Agent Workflow -- Status and Future Personalized feedback in massive open online courses: Harnessing the power of langchain and openai api,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.265484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a423a120-4d09-460e-8404-3a886d413039 · outbound

This paper cites AI Agent for Education: von Neumann Multi-Agent System Framework.

A Survey on Agent Workflow -- Status and Future AI Agent for Education: von Neumann Multi-Agent System Framework

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.897092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbfd3a53-c9a5-4a26-a81d-03d64907c8cb · outbound

This paper cites Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction.

A Survey on Agent Workflow -- Status and Future Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.902019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b3ecd3a-76cb-49ad-a45f-3e4c3439d94a · outbound

This paper cites AI Agent as Urban Planner: Steering Stakeholder Dynamics in Urban Planning via Consensus-based Multi-Agent Reinforcement Learning.

A Survey on Agent Workflow -- Status and Future AI Agent as Urban Planner: Steering Stakeholder Dynamics in Urban Planning via Consensus-based Multi-Agent Reinforcement Learning

Reference 56

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:52:42.510194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9a5e631c-c84d-4640-a77e-69ba47113202 · outbound

This paper cites Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment.

A Survey on Agent Workflow -- Status and Future Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.911058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34039c2e-76c4-42c9-8362-fa4af5b6dcde · outbound

This paper cites Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents.

A Survey on Agent Workflow -- Status and Future Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.916033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d042cf46-ad9f-47cc-b465-49c42d0d45cf · outbound

This paper cites An artificial intelligence agent technology based web distance education system,.

A Survey on Agent Workflow -- Status and Future An artificial intelligence agent technology based web distance education system,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.249907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3900b50e-7b3b-4392-9b6f-9623bf48ab8f · outbound

This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.

A Survey on Agent Workflow -- Status and Future Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.925444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1814bfe0-b384-4010-8217-3df1e13d9fed · outbound

This paper cites Model context protocol,.

A Survey on Agent Workflow -- Status and Future Model context protocol,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.234398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aa852a84-c0e3-44c0-abaf-4a760454b555 · outbound

This paper cites Ai agents under threat: A survey of key security challenges and future pathways,.

A Survey on Agent Workflow -- Status and Future Ai agents under threat: A survey of key security challenges and future pathways,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.218184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ec1a3f9e-3829-491e-9a34-97e367d45f29 · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

A Survey on Agent Workflow -- Status and Future Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.938863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 107ef628-7c23-476c-a7e8-e02de8ef776f · outbound

This paper cites Mcp: Building a secure execution environment for agentic workflows,.

A Survey on Agent Workflow -- Status and Future Mcp: Building a secure execution environment for agentic workflows,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.203889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 07b529f1-a6df-4963-bd6a-818ad9e60773 · outbound

This paper cites Security of AI Agents.

A Survey on Agent Workflow -- Status and Future Security of AI Agents

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.949113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e64e1ab-309f-4d98-ade6-73c1f834e8c9 · outbound

This paper cites The emerged security and privacy of llm agent: A survey with case studies,.

A Survey on Agent Workflow -- Status and Future The emerged security and privacy of llm agent: A survey with case studies,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.954047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad1845d6-d450-4b90-a854-b5fa0ffb049e · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

A Survey on Agent Workflow -- Status and Future Why Do Multi-Agent LLM Systems Fail?

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.959776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7efb5ea-5ca9-4675-9ab6-4c7a3cc9883f · outbound

This paper cites Cooperative and competitive multi-agent systems: From optimization to games,.

A Survey on Agent Workflow -- Status and Future Cooperative and competitive multi-agent systems: From optimization to games,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.189493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 67f2090c-2213-4c4a-8e0d-f8704afb6ff0 · outbound

This paper cites Unveiling Privacy Risks in LLM Agent Memory.

A Survey on Agent Workflow -- Status and Future Unveiling Privacy Risks in LLM Agent Memory

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.971244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 956f9f2d-c2f3-40b8-a187-01c5942f3fff · outbound

This paper cites Ai-based conversational agents: a scoping review from technologies to future directions,.

A Survey on Agent Workflow -- Status and Future Ai-based conversational agents: a scoping review from technologies to future directions,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.173570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1396970c-c7e8-4c1b-88c7-3f786a704200 · outbound

This paper cites EvalAI: Towards Better Evaluation Systems for AI Agents.

A Survey on Agent Workflow -- Status and Future EvalAI: Towards Better Evaluation Systems for AI Agents

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:41.982936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bfdc2ec-c3fd-4733-97a6-4a6971fd6b3e · outbound

This paper cites The rise and potential of large language model based agents: A survey,.

A Survey on Agent Workflow -- Status and Future The rise and potential of large language model based agents: A survey,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.157092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 32f58d8f-690a-4980-bad2-f8ae614c6dc1 · outbound

This paper cites Multi-agent pathfinding: Defi- nitions, variants, and benchmarks,.

A Survey on Agent Workflow -- Status and Future Multi-agent pathfinding: Defi- nitions, variants, and benchmarks,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.139824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation df61ec19-eae4-49ed-898c-672e4c062400 · outbound

This paper cites Analysis of the anytime mapf solvers based on the combination of conflict-based search (cbs) and focal search (fs),.

A Survey on Agent Workflow -- Status and Future Analysis of the anytime mapf solvers based on the combination of conflict-based search (cbs) and focal search (fs),

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.122348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cee614d8-be7d-4d2f-87da-c1a7f6a8ce4e · outbound

This paper cites agentuniverse: Multi-agent ecosystem for autonomous agents,.

A Survey on Agent Workflow -- Status and Future agentuniverse: Multi-agent ecosystem for autonomous agents,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.101126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6e847abb-168c-4782-a446-ff9157631d01 · outbound

This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.

A Survey on Agent Workflow -- Status and Future AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:42.011650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7ea2b51-9239-49ea-bef6-61054798335d · outbound

This paper cites Agno: An agentic workflow framework for llm applications,.

A Survey on Agent Workflow -- Status and Future Agno: An agentic workflow framework for llm applications,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.080066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 424fda92-255e-4226-a10d-cf5ec8c7b451 · outbound

This paper cites Camel: Communicative agents for.

A Survey on Agent Workflow -- Status and Future Camel: Communicative agents for

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.063885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c52042f-385f-4ddd-8a7d-e6f64b1f0af4 · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

A Survey on Agent Workflow -- Status and Future ChatDev: Communicative Agents for Software Development

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:42.027354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faf15cf4-85f7-41ff-ba39-16fd8112a071 · outbound

This paper cites Coze: An open framework for building agentic applications,.

A Survey on Agent Workflow -- Status and Future Coze: An open framework for building agentic applications,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.045977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cca02938-5b4f-4f0b-b617-69028a1ff2b1 · outbound

This paper cites CREW: Facilitating Human-AI Teaming Research.

A Survey on Agent Workflow -- Status and Future CREW: Facilitating Human-AI Teaming Research

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:42.036634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85e6b8f3-a36e-41f6-a0d4-528259e9e6b6 · outbound

This paper cites Introducing deep research: Openai’s new system for collab- orative reasoning,.

A Survey on Agent Workflow -- Status and Future Introducing deep research: Openai’s new system for collab- orative reasoning,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:43.027428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aac49d29-3f19-4929-a0bc-73f88e1b3964 · outbound

This paper cites Dify: Open-source llm application devel- opment platform,.

A Survey on Agent Workflow -- Status and Future Dify: Open-source llm application devel- opment platform,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.998023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8f113fe0-91c2-4d1d-8c54-2060d59ad177 · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

A Survey on Agent Workflow -- Status and Future DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:42.051670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff490854-a74b-474f-ab4e-bb450510b8b9 · outbound

This paper cites ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation.

A Survey on Agent Workflow -- Status and Future ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:42.057090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72167ef4-00b1-4950-bbaa-d994508899a7 · outbound

This paper cites Flowise: Drag & drop ui to build llm apps with langchain,.

A Survey on Agent Workflow -- Status and Future Flowise: Drag & drop ui to build llm apps with langchain,

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.975743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5705622d-c6af-48b2-9b17-fea42e712467 · outbound

This paper cites Langgraph: Stateful multi-actor workflow library for llm applications,.

A Survey on Agent Workflow -- Status and Future Langgraph: Stateful multi-actor workflow library for llm applications,

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.954482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6f5aac6f-b56d-4956-8f13-d0b3500ce5d2 · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

A Survey on Agent Workflow -- Status and Future Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:42.072252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd08d80d-a2b3-4de4-ab09-562557ea0e11 · outbound

This paper cites n8n: Fair-code workflow automation platform with powerful ui and integrations,.

A Survey on Agent Workflow -- Status and Future n8n: Fair-code workflow automation platform with powerful ui and integrations,

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.936826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 48af6161-facf-47ea-ba7e-40949260274e · outbound

This paper cites OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer.

A Survey on Agent Workflow -- Status and Future OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T05:52:42.081782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a47e7f15-7e51-41d7-9bbb-4df36f75da31 · outbound

This paper cites Swarm: Multi-agent framework by openai,.

A Survey on Agent Workflow -- Status and Future Swarm: Multi-agent framework by openai,

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.914543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ce36171-b420-4577-8abc-34889bbe2c19 · outbound

This paper cites Phidata: A framework for building multi-modal agents with memory, knowledge, tools, and reasoning,.

A Survey on Agent Workflow -- Status and Future Phidata: A framework for building multi-modal agents with memory, knowledge, tools, and reasoning,

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.896048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 52236d4d-6012-4927-9385-57733fd9629f · outbound

This paper cites Qwen-agent,.

A Survey on Agent Workflow -- Status and Future Qwen-agent,

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.877052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c9c17c6c-ded7-4442-afb5-ab5b986904c4 · outbound

This paper cites Semantic kernel,.

A Survey on Agent Workflow -- Status and Future Semantic kernel,

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.858638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 37fad1c6-668c-484f-924a-caf97a07c895 · outbound

This paper cites Swift: Fast, reliable, loosely coupled parallel computation,.

A Survey on Agent Workflow -- Status and Future Swift: Fast, reliable, loosely coupled parallel computation,

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.842295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dc9a4607-a9e5-43ff-bae7-7d8ca0a8c575 · outbound

This paper cites A notation and system for expressing and executing cleanly typed workflows on messy scientific data,.

A Survey on Agent Workflow -- Status and Future A notation and system for expressing and executing cleanly typed workflows on messy scientific data,

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.825803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7944ea2a-3f45-4ce6-94db-a780aee05019 · outbound

This paper cites Agent2agent Protocol(A2A).

A Survey on Agent Workflow -- Status and Future Agent2agent Protocol(A2A)

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:52:42.808381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers