Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T01:50:45.507172Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2604.26805.
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 2026-05-12T01:50:45.507172Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-10T13:47:37.248017Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T13:57:07.072628Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4112ce15-1074-4d93-86f9-0abba48a5622 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Openclaw
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 732ffa0c-d015-400f-9105-8952335273ab · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Claude code overview
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 90d55172-aa00-42a3-8aed-a4d7c5b55b28 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Harness engineering: leveraging codex in an agent-first world
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 94ce2117-a5e3-42a0-b312-dc0a7f7bbde0 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Published: 2026-02-
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ec24490-b82d-4fa2-b6e0-771e34c1b700 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 41badc81-1094-4751-93d7-a447e499a32c · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Rcagent: Cloud root cause analysis by autonomous agents with tool-augmented large language models
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d5c9bcb9-7196-45d2-9633-97875303928e · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A Survey of AIOps for Failure Management in the Era of Large Language Models
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5c64200d-f7b8-45ba-8959-6df7a180ea55 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations arXiv preprint arXiv:2509.03236 , year=
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6e4e01a1-e852-4300-9c16-e6df6dd57a63 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b63cc98a-3f31-462e-b5ed-ee2eaa9e71a7 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Uniecs: Unified multimodal e-commerce search framework with gated cross-modal fusion
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8085beac-eedd-4d30-a2f1-2225ab382ddd · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e54acc67-383a-4413-922e-181167ee38a0 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 96b15fc2-4c9e-41e1-986e-aaceaafdb68a · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A survey of aiops methods for failure management.ACM Transactions on Intelligent Systems and Technology (TIST), 12(6):1–45
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 191adb9f-57bf-4786-932a-4e90f72343d7 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations doi:10.48550/arXiv.2506.02009 , abstract =
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2222b7ea-2e9e-4917-a92e-f845ec3735a2 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Stalled, biased, and confused: Uncovering reasoning failures in llms for cloud-based root cause analysis
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 46954a5f-d249-4b91-a65e-b0da516d901f · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Empowering AIOps: Leveraging Large Language Models for IT Operations Management
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 42fb662b-6b67-42f4-83e8-72dfb199e2f5 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 11223c54-e7bc-4bff-9c8f-66acf00652d2 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Drain: An online log parsing approach with fixed depth tree
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d6a333c8-595f-481b-80a1-f307857d9e79 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Predicting node failure in cloud service systems
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7aea7001-f737-4833-9880-af6a8d947e8f · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Anomaly detection and failure root cause analysis in (micro) service-based cloud applications: A survey.ACM Computing Surveys (CSUR), 55(3):1–39
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c228e492-9d9a-4e93-8f5c-f625e2c73cdc · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations LLM-based event log analysis techniques: A survey
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8e02e62e-8ea9-4c6b-af00-2cdbb5c56421 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a2ad6d88-8c17-4a0f-8ed0-e26bf37ef747 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Exploring llm-based agents for root cause analysis
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 11cf1ac1-c900-404d-bb8f-17c31ba476f1 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Raglog: Log anomaly detection using retrieval augmented generation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 88015a82-6069-4b2e-bf59-aea21634c8f8 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A survey of aiops in the era of large language models.ACM Computing Surveys, 58(2):1–35
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 46f84220-e1c9-4994-a068-34b6f8ff7758 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations React: Synergizing reasoning and acting in language models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a9ca8435-e088-4e7c-ac38-b963acc9e7e0 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Toolformer: Language models can teach themselves to use tools.Advances in neural information processing systems, 36: 68539–68551
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a7c8fd32-7414-4af1-871b-786280bf5857 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cebec360-b573-40c6-bb6d-ec840b5e503e · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c7e315fa-be4a-47bf-bbc2-2a6388877352 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Voyager: An Open-Ended Embodied Agent with Large Language Models
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 679c9d3c-7ec0-4eb8-aa2e-224c900dceb1 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations TaskWeaver: A Code-First Agent Framework
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bd95aea8-96bd-4d42-ab59-d88f202e51e8 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations IG-Search: Step-Level Information Gain Rewards for Search-Augmented Reasoning
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 83ff26aa-2672-4b62-929f-9b89a8b10f73 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations The anatomy of an agent harness
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7eb81141-5dbe-4fcc-8b10-728fe831e627 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fe11ddf6-adcd-4d15-a713-3d126cfbbbea · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Llma4itops: A lightweight llm-based multi-agent framework for it operations and maintenance
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9646e497-222e-4d41-9bf5-851485bae45b · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Aoi: Turning failed trajectories into training signals for autonomous cloud diagnosis
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 93dcb8b7-328b-4e96-b4a6-5638cd7719bf · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8729f5ed-551b-4e05-be20-2bd0830ce925 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Self-rag: Learn- ing to retrieve, generate, and critique through self-reflection
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1a154e7e-efb4-400b-967c-9131eebea611 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Adaptive-rag: Learning to adapt retrieval-augmented large language models through question complexity
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9f4d9ab-8623-4d90-8c99-0ca919a7e740 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Memorybank: Enhancing large language models with long-term memory
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a09a8410-34c0-4f3e-9349-cee891987c03 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Reflexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5d3aed04-1902-42e1-9b46-94206661bc96 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Generative agents: Interactive simulacra of human behavior
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 317ba67c-8ace-45a9-b93a-d16eac5f4b05 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A-MEM: Agentic Memory for LLM Agents
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1d015d0a-a40f-4843-b89d-e4a386c39dc7 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534–46594
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 18c9b0d0-d7e2-498b-b5b8-609a43a144ee · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A Survey on Self-Evolution of Large Language Models
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 74e64e8d-0598-4ff2-a72f-bfa39eccd896 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5acc73b3-155d-44c0-acd6-1c65d1e3cefc · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Live-evo: Online evolution of agentic memory from continuous feedback
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d54c7b03-1909-474a-be23-6c38d24dff77 · outbound
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c6ce4d10-29e5-43cf-84df-0a0a2ffc9a9a · inbound
Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.